Merge pull request #1339 from TheBlueMatt/2022-02-0.0.105-sec
[rust-lightning] / lightning / src / routing / router.rs
index 1f6638dae3005cc00388c66f8c743d66624bdeaa..c45ce59ac13581a3312c535f5e143747fd52220e 100644 (file)
@@ -18,7 +18,7 @@ use ln::channelmanager::ChannelDetails;
 use ln::features::{ChannelFeatures, InvoiceFeatures, NodeFeatures};
 use ln::msgs::{DecodeError, ErrorAction, LightningError, MAX_VALUE_MSAT};
 use routing::scoring::Score;
-use routing::network_graph::{NetworkGraph, NodeId, RoutingFees};
+use routing::network_graph::{DirectedChannelInfoWithUpdate, EffectiveCapacity, NetworkGraph, NodeId, RoutingFees};
 use util::ser::{Writeable, Readable};
 use util::logger::{Level, Logger};
 
@@ -70,12 +70,12 @@ pub struct Route {
        /// given path is variable, keeping the length of any path to less than 20 should currently
        /// ensure it is viable.
        pub paths: Vec<Vec<RouteHop>>,
-       /// The `payee` parameter passed to [`find_route`].
+       /// The `payment_params` parameter passed to [`find_route`].
        /// This is used by `ChannelManager` to track information which may be required for retries,
        /// provided back to you via [`Event::PaymentPathFailed`].
        ///
        /// [`Event::PaymentPathFailed`]: crate::util::events::Event::PaymentPathFailed
-       pub payee: Option<Payee>,
+       pub payment_params: Option<PaymentParameters>,
 }
 
 pub(crate) trait RoutePath {
@@ -122,7 +122,7 @@ impl Writeable for Route {
                        }
                }
                write_tlv_fields!(writer, {
-                       (1, self.payee, option),
+                       (1, self.payment_params, option),
                });
                Ok(())
        }
@@ -141,15 +141,15 @@ impl Readable for Route {
                        }
                        paths.push(hops);
                }
-               let mut payee = None;
+               let mut payment_params = None;
                read_tlv_fields!(reader, {
-                       (1, payee, option),
+                       (1, payment_params, option),
                });
-               Ok(Route { paths, payee })
+               Ok(Route { paths, payment_params })
        }
 }
 
-/// Parameters needed to find a [`Route`] for paying a [`Payee`].
+/// Parameters needed to find a [`Route`].
 ///
 /// Passed to [`find_route`] and also provided in [`Event::PaymentPathFailed`] for retrying a failed
 /// payment path.
@@ -157,8 +157,8 @@ impl Readable for Route {
 /// [`Event::PaymentPathFailed`]: crate::util::events::Event::PaymentPathFailed
 #[derive(Clone, Debug)]
 pub struct RouteParameters {
-       /// The recipient of the failed payment path.
-       pub payee: Payee,
+       /// The parameters of the failed payment path.
+       pub payment_params: PaymentParameters,
 
        /// The amount in msats sent on the failed payment path.
        pub final_value_msat: u64,
@@ -168,7 +168,7 @@ pub struct RouteParameters {
 }
 
 impl_writeable_tlv_based!(RouteParameters, {
-       (0, payee, required),
+       (0, payment_params, required),
        (2, final_value_msat, required),
        (4, final_cltv_expiry_delta, required),
 });
@@ -178,9 +178,9 @@ pub const DEFAULT_MAX_TOTAL_CLTV_EXPIRY_DELTA: u32 = 1008;
 
 /// The recipient of a payment.
 #[derive(Clone, Debug, Hash, PartialEq, Eq)]
-pub struct Payee {
+pub struct PaymentParameters {
        /// The node id of the payee.
-       pub pubkey: PublicKey,
+       pub payee_pubkey: PublicKey,
 
        /// Features supported by the payee.
        ///
@@ -200,19 +200,19 @@ pub struct Payee {
        pub max_total_cltv_expiry_delta: u32,
 }
 
-impl_writeable_tlv_based!(Payee, {
-       (0, pubkey, required),
+impl_writeable_tlv_based!(PaymentParameters, {
+       (0, payee_pubkey, required),
        (1, max_total_cltv_expiry_delta, (default_value, DEFAULT_MAX_TOTAL_CLTV_EXPIRY_DELTA)),
        (2, features, option),
        (4, route_hints, vec_type),
        (6, expiry_time, option),
 });
 
-impl Payee {
+impl PaymentParameters {
        /// Creates a payee with the node id of the given `pubkey`.
-       pub fn from_node_id(pubkey: PublicKey) -> Self {
+       pub fn from_node_id(payee_pubkey: PublicKey) -> Self {
                Self {
-                       pubkey,
+                       payee_pubkey,
                        features: None,
                        route_hints: vec![],
                        expiry_time: None,
@@ -221,8 +221,8 @@ impl Payee {
        }
 
        /// Creates a payee with the node id of the given `pubkey` to use for keysend payments.
-       pub fn for_keysend(pubkey: PublicKey) -> Self {
-               Self::from_node_id(pubkey).with_features(InvoiceFeatures::for_keysend())
+       pub fn for_keysend(payee_pubkey: PublicKey) -> Self {
+               Self::from_node_id(payee_pubkey).with_features(InvoiceFeatures::for_keysend())
        }
 
        /// Includes the payee's features.
@@ -344,34 +344,98 @@ impl cmp::PartialOrd for RouteGraphNode {
        }
 }
 
-struct DummyDirectionalChannelInfo {
-       cltv_expiry_delta: u32,
-       htlc_minimum_msat: u64,
-       htlc_maximum_msat: Option<u64>,
-       fees: RoutingFees,
+/// A wrapper around the various hop representations.
+///
+/// Used to construct a [`PathBuildingHop`] and to estimate [`EffectiveCapacity`].
+#[derive(Clone, Debug)]
+enum CandidateRouteHop<'a> {
+       /// A hop from the payer, where the outbound liquidity is known.
+       FirstHop {
+               details: &'a ChannelDetails,
+       },
+       /// A hop found in the [`NetworkGraph`], where the channel capacity may or may not be known.
+       PublicHop {
+               info: DirectedChannelInfoWithUpdate<'a>,
+               short_channel_id: u64,
+       },
+       /// A hop to the payee found in the payment invoice, though not necessarily a direct channel.
+       PrivateHop {
+               hint: &'a RouteHintHop,
+       }
+}
+
+impl<'a> CandidateRouteHop<'a> {
+       fn short_channel_id(&self) -> u64 {
+               match self {
+                       CandidateRouteHop::FirstHop { details } => details.short_channel_id.unwrap(),
+                       CandidateRouteHop::PublicHop { short_channel_id, .. } => *short_channel_id,
+                       CandidateRouteHop::PrivateHop { hint } => hint.short_channel_id,
+               }
+       }
+
+       // NOTE: This may alloc memory so avoid calling it in a hot code path.
+       fn features(&self) -> ChannelFeatures {
+               match self {
+                       CandidateRouteHop::FirstHop { details } => details.counterparty.features.to_context(),
+                       CandidateRouteHop::PublicHop { info, .. } => info.channel().features.clone(),
+                       CandidateRouteHop::PrivateHop { .. } => ChannelFeatures::empty(),
+               }
+       }
+
+       fn cltv_expiry_delta(&self) -> u32 {
+               match self {
+                       CandidateRouteHop::FirstHop { .. } => 0,
+                       CandidateRouteHop::PublicHop { info, .. } => info.direction().cltv_expiry_delta as u32,
+                       CandidateRouteHop::PrivateHop { hint } => hint.cltv_expiry_delta as u32,
+               }
+       }
+
+       fn htlc_minimum_msat(&self) -> u64 {
+               match self {
+                       CandidateRouteHop::FirstHop { .. } => 0,
+                       CandidateRouteHop::PublicHop { info, .. } => info.direction().htlc_minimum_msat,
+                       CandidateRouteHop::PrivateHop { hint } => hint.htlc_minimum_msat.unwrap_or(0),
+               }
+       }
+
+       fn fees(&self) -> RoutingFees {
+               match self {
+                       CandidateRouteHop::FirstHop { .. } => RoutingFees {
+                               base_msat: 0, proportional_millionths: 0,
+                       },
+                       CandidateRouteHop::PublicHop { info, .. } => info.direction().fees,
+                       CandidateRouteHop::PrivateHop { hint } => hint.fees,
+               }
+       }
+
+       fn effective_capacity(&self) -> EffectiveCapacity {
+               match self {
+                       CandidateRouteHop::FirstHop { details } => EffectiveCapacity::ExactLiquidity {
+                               liquidity_msat: details.outbound_capacity_msat,
+                       },
+                       CandidateRouteHop::PublicHop { info, .. } => info.effective_capacity(),
+                       CandidateRouteHop::PrivateHop { .. } => EffectiveCapacity::Infinite,
+               }
+       }
 }
 
 /// It's useful to keep track of the hops associated with the fees required to use them,
 /// so that we can choose cheaper paths (as per Dijkstra's algorithm).
 /// Fee values should be updated only in the context of the whole path, see update_value_and_recompute_fees.
 /// These fee values are useful to choose hops as we traverse the graph "payee-to-payer".
-#[derive(Clone, Debug)]
+#[derive(Clone)]
 struct PathBuildingHop<'a> {
-       // The RouteHintHop fields which will eventually be used if this hop is used in a final Route.
-       // Note that node_features is calculated separately after our initial graph walk.
+       // Note that this should be dropped in favor of loading it from CandidateRouteHop, but doing so
+       // is a larger refactor and will require careful performance analysis.
        node_id: NodeId,
-       short_channel_id: u64,
-       channel_features: &'a ChannelFeatures,
+       candidate: CandidateRouteHop<'a>,
        fee_msat: u64,
-       cltv_expiry_delta: u32,
 
        /// Minimal fees required to route to the source node of the current hop via any of its inbound channels.
        src_lowest_inbound_fees: RoutingFees,
-       /// Fees of the channel used in this hop.
-       channel_fees: RoutingFees,
        /// All the fees paid *after* this channel on the way to the destination
        next_hops_fee_msat: u64,
-       /// Fee paid for the use of the current channel (see channel_fees).
+       /// Fee paid for the use of the current channel (see candidate.fees()).
        /// The value will be actually deducted from the counterparty balance on the previous link.
        hop_use_fee_msat: u64,
        /// Used to compare channels when choosing the for routing.
@@ -379,10 +443,6 @@ struct PathBuildingHop<'a> {
        /// an estimated cost of reaching this hop.
        /// Might get stale when fees are recomputed. Primarily for internal use.
        total_fee_msat: u64,
-       /// This is useful for update_value_and_recompute_fees to make sure
-       /// we don't fall below the minimum. Should not be updated manually and
-       /// generally should not be accessed.
-       htlc_minimum_msat: u64,
        /// A mirror of the same field in RouteGraphNode. Note that this is only used during the graph
        /// walk and may be invalid thereafter.
        path_htlc_minimum_msat: u64,
@@ -395,7 +455,7 @@ struct PathBuildingHop<'a> {
        /// decrease as well. Thus, we have to explicitly track which nodes have been processed and
        /// avoid processing them again.
        was_processed: bool,
-       #[cfg(any(test, feature = "fuzztarget"))]
+       #[cfg(all(not(feature = "_bench_unstable"), any(test, fuzzing)))]
        // In tests, we apply further sanity checks on cases where we skip nodes we already processed
        // to ensure it is specifically in cases where the fee has gone down because of a decrease in
        // value_contribution_msat, which requires tracking it here. See comments below where it is
@@ -403,6 +463,22 @@ struct PathBuildingHop<'a> {
        value_contribution_msat: u64,
 }
 
+impl<'a> core::fmt::Debug for PathBuildingHop<'a> {
+       fn fmt(&self, f: &mut core::fmt::Formatter) -> Result<(), core::fmt::Error> {
+               f.debug_struct("PathBuildingHop")
+                       .field("node_id", &self.node_id)
+                       .field("short_channel_id", &self.candidate.short_channel_id())
+                       .field("total_fee_msat", &self.total_fee_msat)
+                       .field("next_hops_fee_msat", &self.next_hops_fee_msat)
+                       .field("hop_use_fee_msat", &self.hop_use_fee_msat)
+                       .field("total_fee_msat - (next_hops_fee_msat + hop_use_fee_msat)", &(&self.total_fee_msat - (&self.next_hops_fee_msat + &self.hop_use_fee_msat)))
+                       .field("path_penalty_msat", &self.path_penalty_msat)
+                       .field("path_htlc_minimum_msat", &self.path_htlc_minimum_msat)
+                       .field("cltv_expiry_delta", &self.candidate.cltv_expiry_delta())
+                       .finish()
+       }
+}
+
 // Instantiated with a list of hops with correct data in them collected during path finding,
 // an instance of this struct should be further modified only via given methods.
 #[derive(Clone)]
@@ -461,7 +537,7 @@ impl<'a> PaymentPath<'a> {
                        // set it too high just to maliciously take more fees by exploiting this
                        // match htlc_minimum_msat logic.
                        let mut cur_hop_transferred_amount_msat = total_fee_paid_msat + value_msat;
-                       if let Some(extra_fees_msat) = cur_hop.htlc_minimum_msat.checked_sub(cur_hop_transferred_amount_msat) {
+                       if let Some(extra_fees_msat) = cur_hop.candidate.htlc_minimum_msat().checked_sub(cur_hop_transferred_amount_msat) {
                                // Note that there is a risk that *previous hops* (those closer to us, as we go
                                // payee->our_node here) would exceed their htlc_maximum_msat or available balance.
                                //
@@ -489,7 +565,7 @@ impl<'a> PaymentPath<'a> {
                        // Irrelevant for the first hop, as it doesn't have the previous hop, and the use of
                        // this channel is free for us.
                        if i != 0 {
-                               if let Some(new_fee) = compute_fees(cur_hop_transferred_amount_msat, cur_hop.channel_fees) {
+                               if let Some(new_fee) = compute_fees(cur_hop_transferred_amount_msat, cur_hop.candidate.fees()) {
                                        cur_hop.hop_use_fee_msat = new_fee;
                                        total_fee_paid_msat += new_fee;
                                } else {
@@ -546,23 +622,23 @@ fn compute_fees(amount_msat: u64, channel_fees: RoutingFees) -> Option<u64> {
 /// [`ChannelManager::list_usable_channels`]: crate::ln::channelmanager::ChannelManager::list_usable_channels
 /// [`Event::PaymentPathFailed`]: crate::util::events::Event::PaymentPathFailed
 pub fn find_route<L: Deref, S: Score>(
-       our_node_pubkey: &PublicKey, params: &RouteParameters, network: &NetworkGraph,
+       our_node_pubkey: &PublicKey, route_params: &RouteParameters, network: &NetworkGraph,
        first_hops: Option<&[&ChannelDetails]>, logger: L, scorer: &S
 ) -> Result<Route, LightningError>
 where L::Target: Logger {
        get_route(
-               our_node_pubkey, &params.payee, network, first_hops, params.final_value_msat,
-               params.final_cltv_expiry_delta, logger, scorer
+               our_node_pubkey, &route_params.payment_params, network, first_hops, route_params.final_value_msat,
+               route_params.final_cltv_expiry_delta, logger, scorer
        )
 }
 
 pub(crate) fn get_route<L: Deref, S: Score>(
-       our_node_pubkey: &PublicKey, payee: &Payee, network: &NetworkGraph,
-       first_hops: Option<&[&ChannelDetails]>, final_value_msat: u64, final_cltv_expiry_delta: u32,
+       our_node_pubkey: &PublicKey, payment_params: &PaymentParameters, network: &NetworkGraph,
+       first_hops: Option<&[&ChannelDetails]>, final_value_msat: u64, final_cltv_expiry_delta: u32, 
        logger: L, scorer: &S
 ) -> Result<Route, LightningError>
 where L::Target: Logger {
-       let payee_node_id = NodeId::from_pubkey(&payee.pubkey);
+       let payee_node_id = NodeId::from_pubkey(&payment_params.payee_pubkey);
        let our_node_id = NodeId::from_pubkey(&our_node_pubkey);
 
        if payee_node_id == our_node_id {
@@ -577,9 +653,9 @@ where L::Target: Logger {
                return Err(LightningError{err: "Cannot send a payment of 0 msat".to_owned(), action: ErrorAction::IgnoreError});
        }
 
-       for route in payee.route_hints.iter() {
+       for route in payment_params.route_hints.iter() {
                for hop in &route.0 {
-                       if hop.src_node_id == payee.pubkey {
+                       if hop.src_node_id == payment_params.payee_pubkey {
                                return Err(LightningError{err: "Route hint cannot have the payee as the source.".to_owned(), action: ErrorAction::IgnoreError});
                        }
                }
@@ -648,51 +724,45 @@ where L::Target: Logger {
        let network_graph = network.read_only();
        let network_channels = network_graph.channels();
        let network_nodes = network_graph.nodes();
-       let dummy_directional_info = DummyDirectionalChannelInfo { // used for first_hops routes
-               cltv_expiry_delta: 0,
-               htlc_minimum_msat: 0,
-               htlc_maximum_msat: None,
-               fees: RoutingFees {
-                       base_msat: 0,
-                       proportional_millionths: 0,
-               }
-       };
 
        // Allow MPP only if we have a features set from somewhere that indicates the payee supports
        // it. If the payee supports it they're supposed to include it in the invoice, so that should
        // work reliably.
-       let allow_mpp = if let Some(features) = &payee.features {
+       let allow_mpp = if let Some(features) = &payment_params.features {
                features.supports_basic_mpp()
        } else if let Some(node) = network_nodes.get(&payee_node_id) {
                if let Some(node_info) = node.announcement_info.as_ref() {
                        node_info.features.supports_basic_mpp()
                } else { false }
        } else { false };
-       log_trace!(logger, "Searching for a route from payer {} to payee {} {} MPP", our_node_pubkey,
-               payee.pubkey, if allow_mpp { "with" } else { "without" });
+       log_trace!(logger, "Searching for a route from payer {} to payee {} {} MPP and {} first hops {}overriding the network graph", our_node_pubkey,
+               payment_params.payee_pubkey, if allow_mpp { "with" } else { "without" },
+               first_hops.map(|hops| hops.len()).unwrap_or(0), if first_hops.is_some() { "" } else { "not " });
 
        // Step (1).
        // Prepare the data we'll use for payee-to-payer search by
        // inserting first hops suggested by the caller as targets.
        // Our search will then attempt to reach them while traversing from the payee node.
-       let mut first_hop_targets: HashMap<_, Vec<(_, ChannelFeatures, _, NodeFeatures)>> =
+       let mut first_hop_targets: HashMap<_, Vec<&ChannelDetails>> =
                HashMap::with_capacity(if first_hops.is_some() { first_hops.as_ref().unwrap().len() } else { 0 });
        if let Some(hops) = first_hops {
                for chan in hops {
-                       let short_channel_id = chan.short_channel_id.expect("first_hops should be filled in with usable channels, not pending ones");
+                       if chan.short_channel_id.is_none() {
+                               panic!("first_hops should be filled in with usable channels, not pending ones");
+                       }
                        if chan.counterparty.node_id == *our_node_pubkey {
                                return Err(LightningError{err: "First hop cannot have our_node_pubkey as a destination.".to_owned(), action: ErrorAction::IgnoreError});
                        }
-                       first_hop_targets.entry(NodeId::from_pubkey(&chan.counterparty.node_id)).or_insert(Vec::new())
-                               .push((short_channel_id, chan.counterparty.features.to_context(), chan.outbound_capacity_msat, chan.counterparty.features.to_context()));
+                       first_hop_targets
+                               .entry(NodeId::from_pubkey(&chan.counterparty.node_id))
+                               .or_insert(Vec::new())
+                               .push(chan);
                }
                if first_hop_targets.is_empty() {
                        return Err(LightningError{err: "Cannot route when there are no outbound routes away from us".to_owned(), action: ErrorAction::IgnoreError});
                }
        }
 
-       let empty_channel_features = ChannelFeatures::empty();
-
        // The main heap containing all candidate next-hops sorted by their score (max(A* fee,
        // htlc_minimum)). Ideally this would be a heap which allowed cheap score reduction instead of
        // adding duplicate entries when we find a better path to a given node.
@@ -728,45 +798,27 @@ where L::Target: Logger {
        // - when we want to stop looking for new paths.
        let mut already_collected_value_msat = 0;
 
-       log_trace!(logger, "Building path from {} (payee) to {} (us/payer) for value {} msat.", payee.pubkey, our_node_pubkey, final_value_msat);
+       log_trace!(logger, "Building path from {} (payee) to {} (us/payer) for value {} msat.", payment_params.payee_pubkey, our_node_pubkey, final_value_msat);
 
        macro_rules! add_entry {
-               // Adds entry which goes from $src_node_id to $dest_node_id
-               // over the channel with id $chan_id with fees described in
-               // $directional_info.
+               // Adds entry which goes from $src_node_id to $dest_node_id over the $candidate hop.
                // $next_hops_fee_msat represents the fees paid for using all the channels *after* this one,
                // since that value has to be transferred over this channel.
                // Returns whether this channel caused an update to `targets`.
-               ( $chan_id: expr, $src_node_id: expr, $dest_node_id: expr, $directional_info: expr, $capacity_sats: expr, $chan_features: expr, $next_hops_fee_msat: expr,
-                  $next_hops_value_contribution: expr, $next_hops_path_htlc_minimum_msat: expr, $next_hops_path_penalty_msat: expr, $next_hops_cltv_delta: expr ) => { {
+               ( $candidate: expr, $src_node_id: expr, $dest_node_id: expr, $next_hops_fee_msat: expr,
+                  $next_hops_value_contribution: expr, $next_hops_path_htlc_minimum_msat: expr,
+                  $next_hops_path_penalty_msat: expr, $next_hops_cltv_delta: expr ) => { {
                        // We "return" whether we updated the path at the end, via this:
                        let mut did_add_update_path_to_src_node = false;
                        // Channels to self should not be used. This is more of belt-and-suspenders, because in
                        // practice these cases should be caught earlier:
                        // - for regular channels at channel announcement (TODO)
                        // - for first and last hops early in get_route
-                       if $src_node_id != $dest_node_id.clone() {
-                               let available_liquidity_msat = bookkept_channels_liquidity_available_msat.entry($chan_id.clone()).or_insert_with(|| {
-                                       let mut initial_liquidity_available_msat = None;
-                                       if let Some(capacity_sats) = $capacity_sats {
-                                               initial_liquidity_available_msat = Some(capacity_sats * 1000);
-                                       }
-
-                                       if let Some(htlc_maximum_msat) = $directional_info.htlc_maximum_msat {
-                                               if let Some(available_msat) = initial_liquidity_available_msat {
-                                                       initial_liquidity_available_msat = Some(cmp::min(available_msat, htlc_maximum_msat));
-                                               } else {
-                                                       initial_liquidity_available_msat = Some(htlc_maximum_msat);
-                                               }
-                                       }
-
-                                       match initial_liquidity_available_msat {
-                                               Some(available_msat) => available_msat,
-                                               // We assume channels with unknown balance have
-                                               // a capacity of 0.0025 BTC (or 250_000 sats).
-                                               None => 250_000 * 1000
-                                       }
-                               });
+                       if $src_node_id != $dest_node_id {
+                               let short_channel_id = $candidate.short_channel_id();
+                               let available_liquidity_msat = bookkept_channels_liquidity_available_msat
+                                       .entry(short_channel_id)
+                                       .or_insert_with(|| $candidate.effective_capacity().as_msat());
 
                                // It is tricky to substract $next_hops_fee_msat from available liquidity here.
                                // It may be misleading because we might later choose to reduce the value transferred
@@ -800,11 +852,10 @@ where L::Target: Logger {
                                        // Verify the liquidity offered by this channel complies to the minimal contribution.
                                        let contributes_sufficient_value = available_value_contribution_msat >= minimal_value_contribution_msat;
 
-
                                        // Do not consider candidates that exceed the maximum total cltv expiry limit.
-                                       let max_total_cltv_expiry_delta = payee.max_total_cltv_expiry_delta;
+                                       let max_total_cltv_expiry_delta = payment_params.max_total_cltv_expiry_delta;
                                        let hop_total_cltv_delta = ($next_hops_cltv_delta as u32)
-                                               .checked_add($directional_info.cltv_expiry_delta as u32)
+                                               .checked_add($candidate.cltv_expiry_delta())
                                                .unwrap_or(u32::max_value());
                                        let doesnt_exceed_cltv_delta_limit = hop_total_cltv_delta <= max_total_cltv_expiry_delta;
 
@@ -816,7 +867,7 @@ where L::Target: Logger {
                                                None => unreachable!(),
                                        };
                                        #[allow(unused_comparisons)] // $next_hops_path_htlc_minimum_msat is 0 in some calls so rustc complains
-                                       let over_path_minimum_msat = amount_to_transfer_over_msat >= $directional_info.htlc_minimum_msat &&
+                                       let over_path_minimum_msat = amount_to_transfer_over_msat >= $candidate.htlc_minimum_msat() &&
                                                amount_to_transfer_over_msat >= $next_hops_path_htlc_minimum_msat;
 
                                        // If HTLC minimum is larger than the amount we're going to transfer, we shouldn't
@@ -831,49 +882,45 @@ where L::Target: Logger {
                                                // might violate htlc_minimum_msat on the hops which are next along the
                                                // payment path (upstream to the payee). To avoid that, we recompute
                                                // path fees knowing the final path contribution after constructing it.
-                                               let path_htlc_minimum_msat = compute_fees($next_hops_path_htlc_minimum_msat, $directional_info.fees)
+                                               let path_htlc_minimum_msat = compute_fees($next_hops_path_htlc_minimum_msat, $candidate.fees())
                                                        .and_then(|fee_msat| fee_msat.checked_add($next_hops_path_htlc_minimum_msat))
-                                                       .map(|fee_msat| cmp::max(fee_msat, $directional_info.htlc_minimum_msat))
+                                                       .map(|fee_msat| cmp::max(fee_msat, $candidate.htlc_minimum_msat()))
                                                        .unwrap_or_else(|| u64::max_value());
                                                let hm_entry = dist.entry($src_node_id);
                                                let old_entry = hm_entry.or_insert_with(|| {
-                                                       // If there was previously no known way to access
-                                                       // the source node (recall it goes payee-to-payer) of $chan_id, first add
-                                                       // semi-dummy record just to compute the fees to reach the source node.
-                                                       // This will affect our decision on selecting $chan_id
+                                                       // If there was previously no known way to access the source node
+                                                       // (recall it goes payee-to-payer) of short_channel_id, first add a
+                                                       // semi-dummy record just to compute the fees to reach the source node.
+                                                       // This will affect our decision on selecting short_channel_id
                                                        // as a way to reach the $dest_node_id.
-                                                       let mut fee_base_msat = u32::max_value();
-                                                       let mut fee_proportional_millionths = u32::max_value();
+                                                       let mut fee_base_msat = 0;
+                                                       let mut fee_proportional_millionths = 0;
                                                        if let Some(Some(fees)) = network_nodes.get(&$src_node_id).map(|node| node.lowest_inbound_channel_fees) {
                                                                fee_base_msat = fees.base_msat;
                                                                fee_proportional_millionths = fees.proportional_millionths;
                                                        }
                                                        PathBuildingHop {
                                                                node_id: $dest_node_id.clone(),
-                                                               short_channel_id: 0,
-                                                               channel_features: $chan_features,
+                                                               candidate: $candidate.clone(),
                                                                fee_msat: 0,
-                                                               cltv_expiry_delta: 0,
                                                                src_lowest_inbound_fees: RoutingFees {
                                                                        base_msat: fee_base_msat,
                                                                        proportional_millionths: fee_proportional_millionths,
                                                                },
-                                                               channel_fees: $directional_info.fees,
                                                                next_hops_fee_msat: u64::max_value(),
                                                                hop_use_fee_msat: u64::max_value(),
                                                                total_fee_msat: u64::max_value(),
-                                                               htlc_minimum_msat: $directional_info.htlc_minimum_msat,
                                                                path_htlc_minimum_msat,
                                                                path_penalty_msat: u64::max_value(),
                                                                was_processed: false,
-                                                               #[cfg(any(test, feature = "fuzztarget"))]
+                                                               #[cfg(all(not(feature = "_bench_unstable"), any(test, fuzzing)))]
                                                                value_contribution_msat,
                                                        }
                                                });
 
                                                #[allow(unused_mut)] // We only use the mut in cfg(test)
                                                let mut should_process = !old_entry.was_processed;
-                                               #[cfg(any(test, feature = "fuzztarget"))]
+                                               #[cfg(all(not(feature = "_bench_unstable"), any(test, fuzzing)))]
                                                {
                                                        // In test/fuzzing builds, we do extra checks to make sure the skipping
                                                        // of already-seen nodes only happens in cases we expect (see below).
@@ -887,7 +934,7 @@ where L::Target: Logger {
                                                        // Ignore hop_use_fee_msat for channel-from-us as we assume all channels-from-us
                                                        // will have the same effective-fee
                                                        if $src_node_id != our_node_id {
-                                                               match compute_fees(amount_to_transfer_over_msat, $directional_info.fees) {
+                                                               match compute_fees(amount_to_transfer_over_msat, $candidate.fees()) {
                                                                        // max_value means we'll always fail
                                                                        // the old_entry.total_fee_msat > total_fee_msat check
                                                                        None => total_fee_msat = u64::max_value(),
@@ -917,7 +964,7 @@ where L::Target: Logger {
                                                        }
 
                                                        let path_penalty_msat = $next_hops_path_penalty_msat.checked_add(
-                                                               scorer.channel_penalty_msat($chan_id.clone(), amount_to_transfer_over_msat, Some(*available_liquidity_msat),
+                                                               scorer.channel_penalty_msat(short_channel_id, amount_to_transfer_over_msat, *available_liquidity_msat,
                                                                        &$src_node_id, &$dest_node_id)).unwrap_or_else(|| u64::max_value());
                                                        let new_graph_node = RouteGraphNode {
                                                                node_id: $src_node_id,
@@ -929,7 +976,7 @@ where L::Target: Logger {
                                                                path_penalty_msat,
                                                        };
 
-                                                       // Update the way of reaching $src_node_id with the given $chan_id (from $dest_node_id),
+                                                       // Update the way of reaching $src_node_id with the given short_channel_id (from $dest_node_id),
                                                        // if this way is cheaper than the already known
                                                        // (considering the cost to "reach" this channel from the route destination,
                                                        // the cost of using this channel,
@@ -958,21 +1005,17 @@ where L::Target: Logger {
                                                                old_entry.hop_use_fee_msat = hop_use_fee_msat;
                                                                old_entry.total_fee_msat = total_fee_msat;
                                                                old_entry.node_id = $dest_node_id.clone();
-                                                               old_entry.short_channel_id = $chan_id.clone();
-                                                               old_entry.channel_features = $chan_features;
+                                                               old_entry.candidate = $candidate.clone();
                                                                old_entry.fee_msat = 0; // This value will be later filled with hop_use_fee_msat of the following channel
-                                                               old_entry.cltv_expiry_delta = $directional_info.cltv_expiry_delta as u32;
-                                                               old_entry.channel_fees = $directional_info.fees;
-                                                               old_entry.htlc_minimum_msat = $directional_info.htlc_minimum_msat;
                                                                old_entry.path_htlc_minimum_msat = path_htlc_minimum_msat;
                                                                old_entry.path_penalty_msat = path_penalty_msat;
-                                                               #[cfg(any(test, feature = "fuzztarget"))]
+                                                               #[cfg(all(not(feature = "_bench_unstable"), any(test, fuzzing)))]
                                                                {
                                                                        old_entry.value_contribution_msat = value_contribution_msat;
                                                                }
                                                                did_add_update_path_to_src_node = true;
                                                        } else if old_entry.was_processed && new_cost < old_cost {
-                                                               #[cfg(any(test, feature = "fuzztarget"))]
+                                                               #[cfg(all(not(feature = "_bench_unstable"), any(test, fuzzing)))]
                                                                {
                                                                        // If we're skipping processing a node which was previously
                                                                        // processed even though we found another path to it with a
@@ -1030,8 +1073,9 @@ where L::Target: Logger {
 
                        if !skip_node {
                                if let Some(first_channels) = first_hop_targets.get(&$node_id) {
-                                       for (ref first_hop, ref features, ref outbound_capacity_msat, _) in first_channels {
-                                               add_entry!(first_hop, our_node_id, $node_id, dummy_directional_info, Some(outbound_capacity_msat / 1000), features, $fee_to_target_msat, $next_hops_value_contribution, $next_hops_path_htlc_minimum_msat, $next_hops_path_penalty_msat, $next_hops_cltv_delta);
+                                       for details in first_channels {
+                                               let candidate = CandidateRouteHop::FirstHop { details };
+                                               add_entry!(candidate, our_node_id, $node_id, $fee_to_target_msat, $next_hops_value_contribution, $next_hops_path_htlc_minimum_msat, $next_hops_path_penalty_msat, $next_hops_cltv_delta);
                                        }
                                }
 
@@ -1045,21 +1089,16 @@ where L::Target: Logger {
                                        for chan_id in $node.channels.iter() {
                                                let chan = network_channels.get(chan_id).unwrap();
                                                if !chan.features.requires_unknown_bits() {
-                                                       if chan.node_one == $node_id {
-                                                               // ie $node is one, ie next hop in A* is two, via the two_to_one channel
-                                                               if first_hops.is_none() || chan.node_two != our_node_id {
-                                                                       if let Some(two_to_one) = chan.two_to_one.as_ref() {
-                                                                               if two_to_one.enabled {
-                                                                                       add_entry!(chan_id, chan.node_two, chan.node_one, two_to_one, chan.capacity_sats, &chan.features, $fee_to_target_msat, $next_hops_value_contribution, $next_hops_path_htlc_minimum_msat, $next_hops_path_penalty_msat, $next_hops_cltv_delta);
-                                                                               }
-                                                                       }
-                                                               }
-                                                       } else {
-                                                               if first_hops.is_none() || chan.node_one != our_node_id{
-                                                                       if let Some(one_to_two) = chan.one_to_two.as_ref() {
-                                                                               if one_to_two.enabled {
-                                                                                       add_entry!(chan_id, chan.node_one, chan.node_two, one_to_two, chan.capacity_sats, &chan.features, $fee_to_target_msat, $next_hops_value_contribution, $next_hops_path_htlc_minimum_msat, $next_hops_path_penalty_msat, $next_hops_cltv_delta);
-                                                                               }
+                                                       let (directed_channel, source) =
+                                                               chan.as_directed_to(&$node_id).expect("inconsistent NetworkGraph");
+                                                       if first_hops.is_none() || *source != our_node_id {
+                                                               if let Some(direction) = directed_channel.direction() {
+                                                                       if direction.enabled {
+                                                                               let candidate = CandidateRouteHop::PublicHop {
+                                                                                       info: directed_channel.with_update().unwrap(),
+                                                                                       short_channel_id: *chan_id,
+                                                                               };
+                                                                               add_entry!(candidate, *source, $node_id, $fee_to_target_msat, $next_hops_value_contribution, $next_hops_path_htlc_minimum_msat, $next_hops_path_penalty_msat, $next_hops_cltv_delta);
                                                                        }
                                                                }
                                                        }
@@ -1084,9 +1123,10 @@ where L::Target: Logger {
                // If first hop is a private channel and the only way to reach the payee, this is the only
                // place where it could be added.
                if let Some(first_channels) = first_hop_targets.get(&payee_node_id) {
-                       for (ref first_hop, ref features, ref outbound_capacity_msat, _) in first_channels {
-                               let added = add_entry!(first_hop, our_node_id, payee_node_id, dummy_directional_info, Some(outbound_capacity_msat / 1000), features, 0, path_value_msat, 0, 0u64, 0);
-                               log_trace!(logger, "{} direct route to payee via SCID {}", if added { "Added" } else { "Skipped" }, first_hop);
+                       for details in first_channels {
+                               let candidate = CandidateRouteHop::FirstHop { details };
+                               let added = add_entry!(candidate, our_node_id, payee_node_id, 0, path_value_msat, 0, 0u64, 0);
+                               log_trace!(logger, "{} direct route to payee via SCID {}", if added { "Added" } else { "Skipped" }, candidate.short_channel_id());
                        }
                }
 
@@ -1107,7 +1147,7 @@ where L::Target: Logger {
                // If a caller provided us with last hops, add them to routing targets. Since this happens
                // earlier than general path finding, they will be somewhat prioritized, although currently
                // it matters only if the fees are exactly the same.
-               for route in payee.route_hints.iter().filter(|route| !route.0.is_empty()) {
+               for route in payment_params.route_hints.iter().filter(|route| !route.0.is_empty()) {
                        let first_hop_in_route = &(route.0)[0];
                        let have_hop_src_in_graph =
                                // Only add the hops in this route to our candidate set if either
@@ -1119,7 +1159,7 @@ where L::Target: Logger {
                                // We start building the path from reverse, i.e., from payee
                                // to the first RouteHintHop in the path.
                                let hop_iter = route.0.iter().rev();
-                               let prev_hop_iter = core::iter::once(&payee.pubkey).chain(
+                               let prev_hop_iter = core::iter::once(&payment_params.payee_pubkey).chain(
                                        route.0.iter().skip(1).rev().map(|hop| &hop.src_node_id));
                                let mut hop_used = true;
                                let mut aggregate_next_hops_fee_msat: u64 = 0;
@@ -1128,43 +1168,27 @@ where L::Target: Logger {
                                let mut aggregate_next_hops_cltv_delta: u32 = 0;
 
                                for (idx, (hop, prev_hop_id)) in hop_iter.zip(prev_hop_iter).enumerate() {
-                                       // BOLT 11 doesn't allow inclusion of features for the last hop hints, which
-                                       // really sucks, cause we're gonna need that eventually.
-                                       let hop_htlc_minimum_msat: u64 = hop.htlc_minimum_msat.unwrap_or(0);
-
-                                       let directional_info = DummyDirectionalChannelInfo {
-                                               cltv_expiry_delta: hop.cltv_expiry_delta as u32,
-                                               htlc_minimum_msat: hop_htlc_minimum_msat,
-                                               htlc_maximum_msat: hop.htlc_maximum_msat,
-                                               fees: hop.fees,
-                                       };
-
-                                       // We want a value of final_value_msat * ROUTE_CAPACITY_PROVISION_FACTOR but we
-                                       // need it to increment at each hop by the fee charged at later hops. Further,
-                                       // we need to ensure we round up when we divide to get satoshis.
-                                       let channel_cap_msat = final_value_msat
-                                               .checked_mul(ROUTE_CAPACITY_PROVISION_FACTOR).and_then(|v| v.checked_add(aggregate_next_hops_fee_msat))
-                                               .unwrap_or(u64::max_value());
-                                       let channel_cap_sat = match channel_cap_msat.checked_add(999) {
-                                               None => break, // We overflowed above, just ignore this route hint
-                                               Some(val) => Some(val / 1000),
-                                       };
-
-                                       let src_node_id = NodeId::from_pubkey(&hop.src_node_id);
-                                       let dest_node_id = NodeId::from_pubkey(&prev_hop_id);
+                                       let source = NodeId::from_pubkey(&hop.src_node_id);
+                                       let target = NodeId::from_pubkey(&prev_hop_id);
+                                       let candidate = network_channels
+                                               .get(&hop.short_channel_id)
+                                               .and_then(|channel| channel.as_directed_to(&target))
+                                               .and_then(|(channel, _)| channel.with_update())
+                                               .map(|info| CandidateRouteHop::PublicHop {
+                                                       info,
+                                                       short_channel_id: hop.short_channel_id,
+                                               })
+                                               .unwrap_or_else(|| CandidateRouteHop::PrivateHop { hint: hop });
+                                       let capacity_msat = candidate.effective_capacity().as_msat();
                                        aggregate_next_hops_path_penalty_msat = aggregate_next_hops_path_penalty_msat
-                                               .checked_add(scorer.channel_penalty_msat(hop.short_channel_id, final_value_msat, None, &src_node_id, &dest_node_id))
+                                               .checked_add(scorer.channel_penalty_msat(hop.short_channel_id, final_value_msat, capacity_msat, &source, &target))
                                                .unwrap_or_else(|| u64::max_value());
 
                                        aggregate_next_hops_cltv_delta = aggregate_next_hops_cltv_delta
                                                .checked_add(hop.cltv_expiry_delta as u32)
                                                .unwrap_or_else(|| u32::max_value());
 
-                                       // We assume that the recipient only included route hints for routes which had
-                                       // sufficient value to route `final_value_msat`. Note that in the case of "0-value"
-                                       // invoices where the invoice does not specify value this may not be the case, but
-                                       // better to include the hints than not.
-                                       if !add_entry!(hop.short_channel_id, src_node_id, dest_node_id, directional_info, channel_cap_sat, &empty_channel_features, aggregate_next_hops_fee_msat, path_value_msat, aggregate_next_hops_path_htlc_minimum_msat, aggregate_next_hops_path_penalty_msat, aggregate_next_hops_cltv_delta) {
+                                       if !add_entry!(candidate, source, target, aggregate_next_hops_fee_msat, path_value_msat, aggregate_next_hops_path_htlc_minimum_msat, aggregate_next_hops_path_penalty_msat, aggregate_next_hops_cltv_delta) {
                                                // If this hop was not used then there is no use checking the preceding hops
                                                // in the RouteHint. We can break by just searching for a direct channel between
                                                // last checked hop and first_hop_targets
@@ -1173,8 +1197,9 @@ where L::Target: Logger {
 
                                        // Searching for a direct channel between last checked hop and first_hop_targets
                                        if let Some(first_channels) = first_hop_targets.get(&NodeId::from_pubkey(&prev_hop_id)) {
-                                               for (ref first_hop, ref features, ref outbound_capacity_msat, _) in first_channels {
-                                                       add_entry!(first_hop, our_node_id , NodeId::from_pubkey(&prev_hop_id), dummy_directional_info, Some(outbound_capacity_msat / 1000), features, aggregate_next_hops_fee_msat, path_value_msat, aggregate_next_hops_path_htlc_minimum_msat, aggregate_next_hops_path_penalty_msat, aggregate_next_hops_cltv_delta);
+                                               for details in first_channels {
+                                                       let candidate = CandidateRouteHop::FirstHop { details };
+                                                       add_entry!(candidate, our_node_id, NodeId::from_pubkey(&prev_hop_id), aggregate_next_hops_fee_msat, path_value_msat, aggregate_next_hops_path_htlc_minimum_msat, aggregate_next_hops_path_penalty_msat, aggregate_next_hops_cltv_delta);
                                                }
                                        }
 
@@ -1191,6 +1216,7 @@ where L::Target: Logger {
                                                .map_or(None, |inc| inc.checked_add(aggregate_next_hops_fee_msat));
                                        aggregate_next_hops_fee_msat = if let Some(val) = hops_fee { val } else { break; };
 
+                                       let hop_htlc_minimum_msat = candidate.htlc_minimum_msat();
                                        let hop_htlc_minimum_msat_inc = if let Some(val) = compute_fees(aggregate_next_hops_path_htlc_minimum_msat, hop.fees) { val } else { break; };
                                        let hops_path_htlc_minimum = aggregate_next_hops_path_htlc_minimum_msat
                                                .checked_add(hop_htlc_minimum_msat_inc);
@@ -1207,8 +1233,9 @@ where L::Target: Logger {
                                                // always assumes that the third argument is a node to which we have a
                                                // path.
                                                if let Some(first_channels) = first_hop_targets.get(&NodeId::from_pubkey(&hop.src_node_id)) {
-                                                       for (ref first_hop, ref features, ref outbound_capacity_msat, _) in first_channels {
-                                                               add_entry!(first_hop, our_node_id , NodeId::from_pubkey(&hop.src_node_id), dummy_directional_info, Some(outbound_capacity_msat / 1000), features, aggregate_next_hops_fee_msat, path_value_msat, aggregate_next_hops_path_htlc_minimum_msat, aggregate_next_hops_path_penalty_msat, aggregate_next_hops_cltv_delta);
+                                                       for details in first_channels {
+                                                               let candidate = CandidateRouteHop::FirstHop { details };
+                                                               add_entry!(candidate, our_node_id, NodeId::from_pubkey(&hop.src_node_id), aggregate_next_hops_fee_msat, path_value_msat, aggregate_next_hops_path_htlc_minimum_msat, aggregate_next_hops_path_penalty_msat, aggregate_next_hops_cltv_delta);
                                                        }
                                                }
                                        }
@@ -1242,9 +1269,9 @@ where L::Target: Logger {
                                'path_walk: loop {
                                        let mut features_set = false;
                                        if let Some(first_channels) = first_hop_targets.get(&ordered_hops.last().unwrap().0.node_id) {
-                                               for (scid, _, _, ref features) in first_channels {
-                                                       if *scid == ordered_hops.last().unwrap().0.short_channel_id {
-                                                               ordered_hops.last_mut().unwrap().1 = features.clone();
+                                               for details in first_channels {
+                                                       if details.short_channel_id.unwrap() == ordered_hops.last().unwrap().0.candidate.short_channel_id() {
+                                                               ordered_hops.last_mut().unwrap().1 = details.counterparty.features.to_context();
                                                                features_set = true;
                                                                break;
                                                        }
@@ -1258,11 +1285,9 @@ where L::Target: Logger {
                                                                ordered_hops.last_mut().unwrap().1 = NodeFeatures::empty();
                                                        }
                                                } else {
-                                                       // We should be able to fill in features for everything except the last
-                                                       // hop, if the last hop was provided via a BOLT 11 invoice (though we
-                                                       // should be able to extend it further as BOLT 11 does have feature
-                                                       // flags for the last hop node itself).
-                                                       assert!(ordered_hops.last().unwrap().0.node_id == payee_node_id);
+                                                       // We can fill in features for everything except hops which were
+                                                       // provided via the invoice we're paying. We could guess based on the
+                                                       // recipient's features but for now we simply avoid guessing at all.
                                                }
                                        }
 
@@ -1284,15 +1309,13 @@ where L::Target: Logger {
                                        // so that fees paid for a HTLC forwarding on the current channel are
                                        // associated with the previous channel (where they will be subtracted).
                                        ordered_hops.last_mut().unwrap().0.fee_msat = new_entry.hop_use_fee_msat;
-                                       ordered_hops.last_mut().unwrap().0.cltv_expiry_delta = new_entry.cltv_expiry_delta;
                                        ordered_hops.push((new_entry.clone(), NodeFeatures::empty()));
                                }
                                ordered_hops.last_mut().unwrap().0.fee_msat = value_contribution_msat;
                                ordered_hops.last_mut().unwrap().0.hop_use_fee_msat = 0;
-                               ordered_hops.last_mut().unwrap().0.cltv_expiry_delta = final_cltv_expiry_delta;
 
-                               log_trace!(logger, "Found a path back to us from the target with {} hops contributing up to {} msat: {:?}",
-                                       ordered_hops.len(), value_contribution_msat, ordered_hops);
+                               log_trace!(logger, "Found a path back to us from the target with {} hops contributing up to {} msat: \n {:#?}",
+                                       ordered_hops.len(), value_contribution_msat, ordered_hops.iter().map(|h| &(h.0)).collect::<Vec<&PathBuildingHop>>());
 
                                let mut payment_path = PaymentPath {hops: ordered_hops};
 
@@ -1314,7 +1337,7 @@ where L::Target: Logger {
                                // on the same liquidity in future paths.
                                let mut prevented_redundant_path_selection = false;
                                for (payment_hop, _) in payment_path.hops.iter() {
-                                       let channel_liquidity_available_msat = bookkept_channels_liquidity_available_msat.get_mut(&payment_hop.short_channel_id).unwrap();
+                                       let channel_liquidity_available_msat = bookkept_channels_liquidity_available_msat.get_mut(&payment_hop.candidate.short_channel_id()).unwrap();
                                        let mut spent_on_hop_msat = value_contribution_msat;
                                        let next_hops_fee_msat = payment_hop.next_hops_fee_msat;
                                        spent_on_hop_msat += next_hops_fee_msat;
@@ -1329,7 +1352,7 @@ where L::Target: Logger {
                                        // If we weren't capped by hitting a liquidity limit on a channel in the path,
                                        // we'll probably end up picking the same path again on the next iteration.
                                        // Decrease the available liquidity of a hop in the middle of the path.
-                                       let victim_scid = payment_path.hops[(payment_path.hops.len() - 1) / 2].0.short_channel_id;
+                                       let victim_scid = payment_path.hops[(payment_path.hops.len() - 1) / 2].0.candidate.short_channel_id();
                                        log_trace!(logger, "Disabling channel {} for future path building iterations to avoid duplicates.", victim_scid);
                                        let victim_liquidity = bookkept_channels_liquidity_available_msat.get_mut(&victim_scid).unwrap();
                                        *victim_liquidity = 0;
@@ -1460,7 +1483,7 @@ where L::Target: Logger {
                                // Now, substract the overpaid value from the most-expensive path.
                                // TODO: this could also be optimized by also sorting by feerate_per_sat_routed,
                                // so that the sender pays less fees overall. And also htlc_minimum_msat.
-                               cur_route.sort_by_key(|path| { path.hops.iter().map(|hop| hop.0.channel_fees.proportional_millionths as u64).sum::<u64>() });
+                               cur_route.sort_by_key(|path| { path.hops.iter().map(|hop| hop.0.candidate.fees().proportional_millionths as u64).sum::<u64>() });
                                let expensive_payment_path = cur_route.first_mut().unwrap();
                                // We already dropped all the small channels above, meaning all the
                                // remaining channels are larger than remaining overpaid_value_msat.
@@ -1478,19 +1501,25 @@ where L::Target: Logger {
        drawn_routes.sort_by_key(|paths| paths.iter().map(|path| path.get_total_fee_paid_msat()).sum::<u64>());
        let mut selected_paths = Vec::<Vec<Result<RouteHop, LightningError>>>::new();
        for payment_path in drawn_routes.first().unwrap() {
-               selected_paths.push(payment_path.hops.iter().map(|(payment_hop, node_features)| {
+               let mut path = payment_path.hops.iter().map(|(payment_hop, node_features)| {
                        Ok(RouteHop {
                                pubkey: PublicKey::from_slice(payment_hop.node_id.as_slice()).map_err(|_| LightningError{err: format!("Public key {:?} is invalid", &payment_hop.node_id), action: ErrorAction::IgnoreAndLog(Level::Trace)})?,
                                node_features: node_features.clone(),
-                               short_channel_id: payment_hop.short_channel_id,
-                               channel_features: payment_hop.channel_features.clone(),
+                               short_channel_id: payment_hop.candidate.short_channel_id(),
+                               channel_features: payment_hop.candidate.features(),
                                fee_msat: payment_hop.fee_msat,
-                               cltv_expiry_delta: payment_hop.cltv_expiry_delta,
+                               cltv_expiry_delta: payment_hop.candidate.cltv_expiry_delta(),
                        })
-               }).collect());
+               }).collect::<Vec<_>>();
+               // Propagate the cltv_expiry_delta one hop backwards since the delta from the current hop is
+               // applicable for the previous hop.
+               path.iter_mut().rev().fold(final_cltv_expiry_delta, |prev_cltv_expiry_delta, hop| {
+                       core::mem::replace(&mut hop.as_mut().unwrap().cltv_expiry_delta, prev_cltv_expiry_delta)
+               });
+               selected_paths.push(path);
        }
 
-       if let Some(features) = &payee.features {
+       if let Some(features) = &payment_params.features {
                for path in selected_paths.iter_mut() {
                        if let Ok(route_hop) = path.last_mut().unwrap() {
                                route_hop.node_features = features.to_context();
@@ -1500,17 +1529,17 @@ where L::Target: Logger {
 
        let route = Route {
                paths: selected_paths.into_iter().map(|path| path.into_iter().collect()).collect::<Result<Vec<_>, _>>()?,
-               payee: Some(payee.clone()),
+               payment_params: Some(payment_params.clone()),
        };
-       log_info!(logger, "Got route to {}: {}", payee.pubkey, log_route!(route));
+       log_info!(logger, "Got route to {}: {}", payment_params.payee_pubkey, log_route!(route));
        Ok(route)
 }
 
 #[cfg(test)]
 mod tests {
-       use routing::scoring::Score;
+       use routing::scoring::{ProbabilisticScorer, ProbabilisticScoringParameters, Score};
        use routing::network_graph::{NetworkGraph, NetGraphMsgHandler, NodeId};
-       use routing::router::{get_route, Payee, Route, RouteHint, RouteHintHop, RouteHop, RoutingFees};
+       use routing::router::{get_route, PaymentParameters, Route, RouteHint, RouteHintHop, RouteHop, RoutingFees};
        use chain::transaction::OutPoint;
        use ln::features::{ChannelFeatures, InitFeatures, InvoiceFeatures, NodeFeatures};
        use ln::msgs::{ErrorAction, LightningError, OptionalField, UnsignedChannelAnnouncement, ChannelAnnouncement, RoutingMessageHandler,
@@ -1640,7 +1669,7 @@ mod tests {
 
        fn get_nodes(secp_ctx: &Secp256k1<All>) -> (SecretKey, PublicKey, Vec<SecretKey>, Vec<PublicKey>) {
                let privkeys: Vec<SecretKey> = (2..10).map(|i| {
-                       SecretKey::from_slice(&hex::decode(format!("{:02}", i).repeat(32)).unwrap()[..]).unwrap()
+                       SecretKey::from_slice(&hex::decode(format!("{:02x}", i).repeat(32)).unwrap()[..]).unwrap()
                }).collect();
 
                let pubkeys = privkeys.iter().map(|secret| PublicKey::from_secret_key(&secp_ctx, secret)).collect();
@@ -1982,16 +2011,16 @@ mod tests {
        fn simple_route_test() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let payee = Payee::from_node_id(nodes[2]);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Simple route to 2 via 1
 
-               if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payee, &network_graph, None, 0, 42, Arc::clone(&logger), &scorer) {
+               if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payment_params, &network_graph, None, 0, 42, Arc::clone(&logger), &scorer) {
                        assert_eq!(err, "Cannot send a payment of 0 msat");
                } else { panic!(); }
 
-               let route = get_route(&our_id, &payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 2);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[1]);
@@ -2013,18 +2042,18 @@ mod tests {
        fn invalid_first_hop_test() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let payee = Payee::from_node_id(nodes[2]);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Simple route to 2 via 1
 
                let our_chans = vec![get_channel_details(Some(2), our_id, InitFeatures::from_le_bytes(vec![0b11]), 100000)];
 
-               if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payee, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 100, 42, Arc::clone(&logger), &scorer) {
+               if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payment_params, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 100, 42, Arc::clone(&logger), &scorer) {
                        assert_eq!(err, "First hop cannot have our_node_pubkey as a destination.");
                } else { panic!(); }
 
-               let route = get_route(&our_id, &payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 2);
        }
 
@@ -2032,8 +2061,8 @@ mod tests {
        fn htlc_minimum_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let payee = Payee::from_node_id(nodes[2]);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Simple route to 2 via 1
 
@@ -2130,7 +2159,7 @@ mod tests {
                });
 
                // Not possible to send 199_999_999, because the minimum on channel=2 is 200_000_000.
-               if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payee, &network_graph, None, 199_999_999, 42, Arc::clone(&logger), &scorer) {
+               if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payment_params, &network_graph, None, 199_999_999, 42, Arc::clone(&logger), &scorer) {
                        assert_eq!(err, "Failed to find a path to the given destination");
                } else { panic!(); }
 
@@ -2149,7 +2178,7 @@ mod tests {
                });
 
                // A payment above the minimum should pass
-               let route = get_route(&our_id, &payee, &network_graph, None, 199_999_999, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 199_999_999, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 2);
        }
 
@@ -2157,8 +2186,8 @@ mod tests {
        fn htlc_minimum_overpay_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let payee = Payee::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // A route to node#2 via two paths.
                // One path allows transferring 35-40 sats, another one also allows 35-40 sats.
@@ -2228,7 +2257,7 @@ mod tests {
                        excess_data: Vec::new()
                });
 
-               let route = get_route(&our_id, &payee, &network_graph, None, 60_000, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 60_000, 42, Arc::clone(&logger), &scorer).unwrap();
                // Overpay fees to hit htlc_minimum_msat.
                let overpaid_fees = route.paths[0][0].fee_msat + route.paths[1][0].fee_msat;
                // TODO: this could be better balanced to overpay 10k and not 15k.
@@ -2273,14 +2302,14 @@ mod tests {
                        excess_data: Vec::new()
                });
 
-               let route = get_route(&our_id, &payee, &network_graph, None, 60_000, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 60_000, 42, Arc::clone(&logger), &scorer).unwrap();
                // Fine to overpay for htlc_minimum_msat if it allows us to save fee.
                assert_eq!(route.paths.len(), 1);
                assert_eq!(route.paths[0][0].short_channel_id, 12);
                let fees = route.paths[0][0].fee_msat;
                assert_eq!(fees, 5_000);
 
-               let route = get_route(&our_id, &payee, &network_graph, None, 50_000, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 50_000, 42, Arc::clone(&logger), &scorer).unwrap();
                // Not fine to overpay for htlc_minimum_msat if it requires paying more than fee on
                // the other channel.
                assert_eq!(route.paths.len(), 1);
@@ -2293,8 +2322,8 @@ mod tests {
        fn disable_channels_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let payee = Payee::from_node_id(nodes[2]);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // // Disable channels 4 and 12 by flags=2
                update_channel(&net_graph_msg_handler, &secp_ctx, &privkeys[1], UnsignedChannelUpdate {
@@ -2323,13 +2352,13 @@ mod tests {
                });
 
                // If all the channels require some features we don't understand, route should fail
-               if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer) {
+               if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer) {
                        assert_eq!(err, "Failed to find a path to the given destination");
                } else { panic!(); }
 
                // If we specify a channel to node7, that overrides our local channel view and that gets used
                let our_chans = vec![get_channel_details(Some(42), nodes[7].clone(), InitFeatures::from_le_bytes(vec![0b11]), 250_000_000)];
-               let route = get_route(&our_id, &payee, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 2);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[7]);
@@ -2351,8 +2380,8 @@ mod tests {
        fn disable_node_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (_, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let payee = Payee::from_node_id(nodes[2]);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Disable nodes 1, 2, and 8 by requiring unknown feature bits
                let unknown_features = NodeFeatures::known().set_unknown_feature_required();
@@ -2361,13 +2390,13 @@ mod tests {
                add_or_update_node(&net_graph_msg_handler, &secp_ctx, &privkeys[7], unknown_features.clone(), 1);
 
                // If all nodes require some features we don't understand, route should fail
-               if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer) {
+               if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer) {
                        assert_eq!(err, "Failed to find a path to the given destination");
                } else { panic!(); }
 
                // If we specify a channel to node7, that overrides our local channel view and that gets used
                let our_chans = vec![get_channel_details(Some(42), nodes[7].clone(), InitFeatures::from_le_bytes(vec![0b11]), 250_000_000)];
-               let route = get_route(&our_id, &payee, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 2);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[7]);
@@ -2393,11 +2422,11 @@ mod tests {
        fn our_chans_test() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Route to 1 via 2 and 3 because our channel to 1 is disabled
-               let payee = Payee::from_node_id(nodes[0]);
-               let route = get_route(&our_id, &payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let payment_params = PaymentParameters::from_node_id(nodes[0]);
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 3);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[1]);
@@ -2422,9 +2451,9 @@ mod tests {
                assert_eq!(route.paths[0][2].channel_features.le_flags(), &id_to_feature_flags(3));
 
                // If we specify a channel to node7, that overrides our local channel view and that gets used
-               let payee = Payee::from_node_id(nodes[2]);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]);
                let our_chans = vec![get_channel_details(Some(42), nodes[7].clone(), InitFeatures::from_le_bytes(vec![0b11]), 250_000_000)];
-               let route = get_route(&our_id, &payee, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 2);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[7]);
@@ -2522,7 +2551,7 @@ mod tests {
        fn partial_route_hint_test() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Simple test across 2, 3, 5, and 4 via a last_hop channel
                // Tests the behaviour when the RouteHint contains a suboptimal hop.
@@ -2544,14 +2573,14 @@ mod tests {
                let mut invalid_last_hops = last_hops_multi_private_channels(&nodes);
                invalid_last_hops.push(invalid_last_hop);
                {
-                       let payee = Payee::from_node_id(nodes[6]).with_route_hints(invalid_last_hops);
-                       if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer) {
+                       let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(invalid_last_hops);
+                       if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer) {
                                assert_eq!(err, "Route hint cannot have the payee as the source.");
                        } else { panic!(); }
                }
 
-               let payee = Payee::from_node_id(nodes[6]).with_route_hints(last_hops_multi_private_channels(&nodes));
-               let route = get_route(&our_id, &payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops_multi_private_channels(&nodes));
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 5);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[1]);
@@ -2620,12 +2649,12 @@ mod tests {
        fn ignores_empty_last_hops_test() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let payee = Payee::from_node_id(nodes[6]).with_route_hints(empty_last_hop(&nodes));
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(empty_last_hop(&nodes));
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Test handling of an empty RouteHint passed in Invoice.
 
-               let route = get_route(&our_id, &payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 5);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[1]);
@@ -2666,14 +2695,16 @@ mod tests {
                assert_eq!(route.paths[0][4].channel_features.le_flags(), &Vec::<u8>::new()); // We can't learn any flags from invoices, sadly
        }
 
-       fn multi_hint_last_hops(nodes: &Vec<PublicKey>) -> Vec<RouteHint> {
+       /// Builds a trivial last-hop hint that passes through the two nodes given, with channel 0xff00
+       /// and 0xff01.
+       fn multi_hop_last_hops_hint(hint_hops: [PublicKey; 2]) -> Vec<RouteHint> {
                let zero_fees = RoutingFees {
                        base_msat: 0,
                        proportional_millionths: 0,
                };
                vec![RouteHint(vec![RouteHintHop {
-                       src_node_id: nodes[2],
-                       short_channel_id: 5,
+                       src_node_id: hint_hops[0],
+                       short_channel_id: 0xff00,
                        fees: RoutingFees {
                                base_msat: 100,
                                proportional_millionths: 0,
@@ -2682,19 +2713,12 @@ mod tests {
                        htlc_minimum_msat: None,
                        htlc_maximum_msat: None,
                }, RouteHintHop {
-                       src_node_id: nodes[3],
-                       short_channel_id: 8,
+                       src_node_id: hint_hops[1],
+                       short_channel_id: 0xff01,
                        fees: zero_fees,
                        cltv_expiry_delta: (8 << 4) | 1,
                        htlc_minimum_msat: None,
                        htlc_maximum_msat: None,
-               }]), RouteHint(vec![RouteHintHop {
-                       src_node_id: nodes[5],
-                       short_channel_id: 10,
-                       fees: zero_fees,
-                       cltv_expiry_delta: (10 << 4) | 1,
-                       htlc_minimum_msat: None,
-                       htlc_maximum_msat: None,
                }])]
        }
 
@@ -2702,9 +2726,10 @@ mod tests {
        fn multi_hint_last_hops_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (_, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let payee = Payee::from_node_id(nodes[6]).with_route_hints(multi_hint_last_hops(&nodes));
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               // Test through channels 2, 3, 5, 8.
+               let last_hops = multi_hop_last_hops_hint([nodes[2], nodes[3]]);
+               let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops.clone());
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               // Test through channels 2, 3, 0xff00, 0xff01.
                // Test shows that multiple hop hints are considered.
 
                // Disabling channels 6 & 7 by flags=2
@@ -2733,7 +2758,7 @@ mod tests {
                        excess_data: Vec::new()
                });
 
-               let route = get_route(&our_id, &payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 4);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[1]);
@@ -2751,14 +2776,86 @@ mod tests {
                assert_eq!(route.paths[0][1].channel_features.le_flags(), &id_to_feature_flags(4));
 
                assert_eq!(route.paths[0][2].pubkey, nodes[3]);
-               assert_eq!(route.paths[0][2].short_channel_id, 5);
+               assert_eq!(route.paths[0][2].short_channel_id, last_hops[0].0[0].short_channel_id);
                assert_eq!(route.paths[0][2].fee_msat, 0);
                assert_eq!(route.paths[0][2].cltv_expiry_delta, 129);
                assert_eq!(route.paths[0][2].node_features.le_flags(), &id_to_feature_flags(4));
-               assert_eq!(route.paths[0][2].channel_features.le_flags(), &Vec::<u8>::new());
+               assert_eq!(route.paths[0][2].channel_features.le_flags(), &Vec::<u8>::new()); // We can't learn any flags from invoices, sadly
+
+               assert_eq!(route.paths[0][3].pubkey, nodes[6]);
+               assert_eq!(route.paths[0][3].short_channel_id, last_hops[0].0[1].short_channel_id);
+               assert_eq!(route.paths[0][3].fee_msat, 100);
+               assert_eq!(route.paths[0][3].cltv_expiry_delta, 42);
+               assert_eq!(route.paths[0][3].node_features.le_flags(), &Vec::<u8>::new()); // We dont pass flags in from invoices yet
+               assert_eq!(route.paths[0][3].channel_features.le_flags(), &Vec::<u8>::new()); // We can't learn any flags from invoices, sadly
+       }
+
+       #[test]
+       fn private_multi_hint_last_hops_test() {
+               let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
+               let (_, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
+
+               let non_announced_privkey = SecretKey::from_slice(&hex::decode(format!("{:02x}", 0xf0).repeat(32)).unwrap()[..]).unwrap();
+               let non_announced_pubkey = PublicKey::from_secret_key(&secp_ctx, &non_announced_privkey);
+
+               let last_hops = multi_hop_last_hops_hint([nodes[2], non_announced_pubkey]);
+               let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops.clone());
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               // Test through channels 2, 3, 0xff00, 0xff01.
+               // Test shows that multiple hop hints are considered.
+
+               // Disabling channels 6 & 7 by flags=2
+               update_channel(&net_graph_msg_handler, &secp_ctx, &privkeys[2], UnsignedChannelUpdate {
+                       chain_hash: genesis_block(Network::Testnet).header.block_hash(),
+                       short_channel_id: 6,
+                       timestamp: 2,
+                       flags: 2, // to disable
+                       cltv_expiry_delta: 0,
+                       htlc_minimum_msat: 0,
+                       htlc_maximum_msat: OptionalField::Absent,
+                       fee_base_msat: 0,
+                       fee_proportional_millionths: 0,
+                       excess_data: Vec::new()
+               });
+               update_channel(&net_graph_msg_handler, &secp_ctx, &privkeys[2], UnsignedChannelUpdate {
+                       chain_hash: genesis_block(Network::Testnet).header.block_hash(),
+                       short_channel_id: 7,
+                       timestamp: 2,
+                       flags: 2, // to disable
+                       cltv_expiry_delta: 0,
+                       htlc_minimum_msat: 0,
+                       htlc_maximum_msat: OptionalField::Absent,
+                       fee_base_msat: 0,
+                       fee_proportional_millionths: 0,
+                       excess_data: Vec::new()
+               });
+
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               assert_eq!(route.paths[0].len(), 4);
+
+               assert_eq!(route.paths[0][0].pubkey, nodes[1]);
+               assert_eq!(route.paths[0][0].short_channel_id, 2);
+               assert_eq!(route.paths[0][0].fee_msat, 200);
+               assert_eq!(route.paths[0][0].cltv_expiry_delta, 65);
+               assert_eq!(route.paths[0][0].node_features.le_flags(), &id_to_feature_flags(2));
+               assert_eq!(route.paths[0][0].channel_features.le_flags(), &id_to_feature_flags(2));
+
+               assert_eq!(route.paths[0][1].pubkey, nodes[2]);
+               assert_eq!(route.paths[0][1].short_channel_id, 4);
+               assert_eq!(route.paths[0][1].fee_msat, 100);
+               assert_eq!(route.paths[0][1].cltv_expiry_delta, 81);
+               assert_eq!(route.paths[0][1].node_features.le_flags(), &id_to_feature_flags(3));
+               assert_eq!(route.paths[0][1].channel_features.le_flags(), &id_to_feature_flags(4));
+
+               assert_eq!(route.paths[0][2].pubkey, non_announced_pubkey);
+               assert_eq!(route.paths[0][2].short_channel_id, last_hops[0].0[0].short_channel_id);
+               assert_eq!(route.paths[0][2].fee_msat, 0);
+               assert_eq!(route.paths[0][2].cltv_expiry_delta, 129);
+               assert_eq!(route.paths[0][2].node_features.le_flags(), &Vec::<u8>::new()); // We dont pass flags in from invoices yet
+               assert_eq!(route.paths[0][2].channel_features.le_flags(), &Vec::<u8>::new()); // We can't learn any flags from invoices, sadly
 
                assert_eq!(route.paths[0][3].pubkey, nodes[6]);
-               assert_eq!(route.paths[0][3].short_channel_id, 8);
+               assert_eq!(route.paths[0][3].short_channel_id, last_hops[0].0[1].short_channel_id);
                assert_eq!(route.paths[0][3].fee_msat, 100);
                assert_eq!(route.paths[0][3].cltv_expiry_delta, 42);
                assert_eq!(route.paths[0][3].node_features.le_flags(), &Vec::<u8>::new()); // We dont pass flags in from invoices yet
@@ -2808,12 +2905,12 @@ mod tests {
        fn last_hops_with_public_channel_test() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let payee = Payee::from_node_id(nodes[6]).with_route_hints(last_hops_with_public_channel(&nodes));
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops_with_public_channel(&nodes));
+               let scorer = test_utils::TestScorer::with_penalty(0);
                // This test shows that public routes can be present in the invoice
                // which would be handled in the same manner.
 
-               let route = get_route(&our_id, &payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 5);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[1]);
@@ -2844,7 +2941,7 @@ mod tests {
                // If we have a peer in the node map, we'll use their features here since we don't have
                // a way of figuring out their features from the invoice:
                assert_eq!(route.paths[0][3].node_features.le_flags(), &id_to_feature_flags(4));
-               assert_eq!(route.paths[0][3].channel_features.le_flags(), &Vec::<u8>::new());
+               assert_eq!(route.paths[0][3].channel_features.le_flags(), &id_to_feature_flags(11));
 
                assert_eq!(route.paths[0][4].pubkey, nodes[6]);
                assert_eq!(route.paths[0][4].short_channel_id, 8);
@@ -2858,13 +2955,13 @@ mod tests {
        fn our_chans_last_hop_connect_test() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Simple test with outbound channel to 4 to test that last_hops and first_hops connect
                let our_chans = vec![get_channel_details(Some(42), nodes[3].clone(), InitFeatures::from_le_bytes(vec![0b11]), 250_000_000)];
                let mut last_hops = last_hops(&nodes);
-               let payee = Payee::from_node_id(nodes[6]).with_route_hints(last_hops.clone());
-               let route = get_route(&our_id, &payee, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops.clone());
+               let route = get_route(&our_id, &payment_params, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 2);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[3]);
@@ -2884,8 +2981,8 @@ mod tests {
                last_hops[0].0[0].fees.base_msat = 1000;
 
                // Revert to via 6 as the fee on 8 goes up
-               let payee = Payee::from_node_id(nodes[6]).with_route_hints(last_hops);
-               let route = get_route(&our_id, &payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops);
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 4);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[1]);
@@ -2919,7 +3016,7 @@ mod tests {
                assert_eq!(route.paths[0][3].channel_features.le_flags(), &Vec::<u8>::new()); // We can't learn any flags from invoices, sadly
 
                // ...but still use 8 for larger payments as 6 has a variable feerate
-               let route = get_route(&our_id, &payee, &network_graph, None, 2000, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 2000, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths[0].len(), 5);
 
                assert_eq!(route.paths[0][0].pubkey, nodes[1]);
@@ -2977,10 +3074,10 @@ mod tests {
                        htlc_minimum_msat: None,
                        htlc_maximum_msat: last_hop_htlc_max,
                }]);
-               let payee = Payee::from_node_id(target_node_id).with_route_hints(vec![last_hops]);
+               let payment_params = PaymentParameters::from_node_id(target_node_id).with_route_hints(vec![last_hops]);
                let our_chans = vec![get_channel_details(Some(42), middle_node_id, InitFeatures::from_le_bytes(vec![0b11]), outbound_capacity_msat)];
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               get_route(&source_node_id, &payee, &NetworkGraph::new(genesis_block(Network::Testnet).header.block_hash()), Some(&our_chans.iter().collect::<Vec<_>>()), route_val, 42, &test_utils::TestLogger::new(), &scorer)
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               get_route(&source_node_id, &payment_params, &NetworkGraph::new(genesis_block(Network::Testnet).header.block_hash()), Some(&our_chans.iter().collect::<Vec<_>>()), route_val, 42, &test_utils::TestLogger::new(), &scorer)
        }
 
        #[test]
@@ -3033,8 +3130,8 @@ mod tests {
 
                let (secp_ctx, network_graph, mut net_graph_msg_handler, chain_monitor, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
 
                // We will use a simple single-path route from
                // our node to node2 via node0: channels {1, 3}.
@@ -3098,14 +3195,14 @@ mod tests {
                {
                        // Attempt to route more than available results in a failure.
                        if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(
-                                       &our_id, &payee, &network_graph, None, 250_000_001, 42, Arc::clone(&logger), &scorer) {
+                                       &our_id, &payment_params, &network_graph, None, 250_000_001, 42, Arc::clone(&logger), &scorer) {
                                assert_eq!(err, "Failed to find a sufficient route to the given destination");
                        } else { panic!(); }
                }
 
                {
                        // Now, attempt to route an exact amount we have should be fine.
-                       let route = get_route(&our_id, &payee, &network_graph, None, 250_000_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 250_000_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 1);
                        let path = route.paths.last().unwrap();
                        assert_eq!(path.len(), 2);
@@ -3134,14 +3231,14 @@ mod tests {
                {
                        // Attempt to route more than available results in a failure.
                        if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(
-                                       &our_id, &payee, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 200_000_001, 42, Arc::clone(&logger), &scorer) {
+                                       &our_id, &payment_params, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 200_000_001, 42, Arc::clone(&logger), &scorer) {
                                assert_eq!(err, "Failed to find a sufficient route to the given destination");
                        } else { panic!(); }
                }
 
                {
                        // Now, attempt to route an exact amount we have should be fine.
-                       let route = get_route(&our_id, &payee, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 200_000_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, Some(&our_chans.iter().collect::<Vec<_>>()), 200_000_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 1);
                        let path = route.paths.last().unwrap();
                        assert_eq!(path.len(), 2);
@@ -3181,14 +3278,14 @@ mod tests {
                {
                        // Attempt to route more than available results in a failure.
                        if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(
-                                       &our_id, &payee, &network_graph, None, 15_001, 42, Arc::clone(&logger), &scorer) {
+                                       &our_id, &payment_params, &network_graph, None, 15_001, 42, Arc::clone(&logger), &scorer) {
                                assert_eq!(err, "Failed to find a sufficient route to the given destination");
                        } else { panic!(); }
                }
 
                {
                        // Now, attempt to route an exact amount we have should be fine.
-                       let route = get_route(&our_id, &payee, &network_graph, None, 15_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 15_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 1);
                        let path = route.paths.last().unwrap();
                        assert_eq!(path.len(), 2);
@@ -3251,14 +3348,14 @@ mod tests {
                {
                        // Attempt to route more than available results in a failure.
                        if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(
-                                       &our_id, &payee, &network_graph, None, 15_001, 42, Arc::clone(&logger), &scorer) {
+                                       &our_id, &payment_params, &network_graph, None, 15_001, 42, Arc::clone(&logger), &scorer) {
                                assert_eq!(err, "Failed to find a sufficient route to the given destination");
                        } else { panic!(); }
                }
 
                {
                        // Now, attempt to route an exact amount we have should be fine.
-                       let route = get_route(&our_id, &payee, &network_graph, None, 15_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 15_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 1);
                        let path = route.paths.last().unwrap();
                        assert_eq!(path.len(), 2);
@@ -3283,14 +3380,14 @@ mod tests {
                {
                        // Attempt to route more than available results in a failure.
                        if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(
-                                       &our_id, &payee, &network_graph, None, 10_001, 42, Arc::clone(&logger), &scorer) {
+                                       &our_id, &payment_params, &network_graph, None, 10_001, 42, Arc::clone(&logger), &scorer) {
                                assert_eq!(err, "Failed to find a sufficient route to the given destination");
                        } else { panic!(); }
                }
 
                {
                        // Now, attempt to route an exact amount we have should be fine.
-                       let route = get_route(&our_id, &payee, &network_graph, None, 10_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 10_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 1);
                        let path = route.paths.last().unwrap();
                        assert_eq!(path.len(), 2);
@@ -3305,8 +3402,8 @@ mod tests {
                // one of the latter hops is limited.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
 
                // Path via {node7, node2, node4} is channels {12, 13, 6, 11}.
                // {12, 13, 11} have the capacities of 100, {6} has a capacity of 50.
@@ -3392,14 +3489,14 @@ mod tests {
                {
                        // Attempt to route more than available results in a failure.
                        if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(
-                                       &our_id, &payee, &network_graph, None, 60_000, 42, Arc::clone(&logger), &scorer) {
+                                       &our_id, &payment_params, &network_graph, None, 60_000, 42, Arc::clone(&logger), &scorer) {
                                assert_eq!(err, "Failed to find a sufficient route to the given destination");
                        } else { panic!(); }
                }
 
                {
                        // Now, attempt to route 49 sats (just a bit below the capacity).
-                       let route = get_route(&our_id, &payee, &network_graph, None, 49_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 49_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 1);
                        let mut total_amount_paid_msat = 0;
                        for path in &route.paths {
@@ -3412,7 +3509,7 @@ mod tests {
 
                {
                        // Attempt to route an exact amount is also fine
-                       let route = get_route(&our_id, &payee, &network_graph, None, 50_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 50_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 1);
                        let mut total_amount_paid_msat = 0;
                        for path in &route.paths {
@@ -3428,8 +3525,8 @@ mod tests {
        fn ignore_fee_first_hop_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[2]);
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]);
 
                // Path via node0 is channels {1, 3}. Limit them to 100 and 50 sats (total limit 50).
                update_channel(&net_graph_msg_handler, &secp_ctx, &our_privkey, UnsignedChannelUpdate {
@@ -3458,7 +3555,7 @@ mod tests {
                });
 
                {
-                       let route = get_route(&our_id, &payee, &network_graph, None, 50_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 50_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 1);
                        let mut total_amount_paid_msat = 0;
                        for path in &route.paths {
@@ -3474,8 +3571,8 @@ mod tests {
        fn simple_mpp_route_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
 
                // We need a route consisting of 3 paths:
                // From our node to node2 via node0, node7, node1 (three paths one hop each).
@@ -3568,7 +3665,7 @@ mod tests {
                {
                        // Attempt to route more than available results in a failure.
                        if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(
-                                       &our_id, &payee, &network_graph, None, 300_000, 42, Arc::clone(&logger), &scorer) {
+                                       &our_id, &payment_params, &network_graph, None, 300_000, 42, Arc::clone(&logger), &scorer) {
                                assert_eq!(err, "Failed to find a sufficient route to the given destination");
                        } else { panic!(); }
                }
@@ -3576,7 +3673,7 @@ mod tests {
                {
                        // Now, attempt to route 250 sats (just a bit below the capacity).
                        // Our algorithm should provide us with these 3 paths.
-                       let route = get_route(&our_id, &payee, &network_graph, None, 250_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 250_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 3);
                        let mut total_amount_paid_msat = 0;
                        for path in &route.paths {
@@ -3589,7 +3686,7 @@ mod tests {
 
                {
                        // Attempt to route an exact amount is also fine
-                       let route = get_route(&our_id, &payee, &network_graph, None, 290_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 290_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 3);
                        let mut total_amount_paid_msat = 0;
                        for path in &route.paths {
@@ -3605,8 +3702,8 @@ mod tests {
        fn long_mpp_route_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
 
                // We need a route consisting of 3 paths:
                // From our node to node3 via {node0, node2}, {node7, node2, node4} and {node7, node2}.
@@ -3742,7 +3839,7 @@ mod tests {
                {
                        // Attempt to route more than available results in a failure.
                        if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(
-                                       &our_id, &payee, &network_graph, None, 350_000, 42, Arc::clone(&logger), &scorer) {
+                                       &our_id, &payment_params, &network_graph, None, 350_000, 42, Arc::clone(&logger), &scorer) {
                                assert_eq!(err, "Failed to find a sufficient route to the given destination");
                        } else { panic!(); }
                }
@@ -3750,7 +3847,7 @@ mod tests {
                {
                        // Now, attempt to route 300 sats (exact amount we can route).
                        // Our algorithm should provide us with these 3 paths, 100 sats each.
-                       let route = get_route(&our_id, &payee, &network_graph, None, 300_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 300_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 3);
 
                        let mut total_amount_paid_msat = 0;
@@ -3767,8 +3864,8 @@ mod tests {
        fn mpp_cheaper_route_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
 
                // This test checks that if we have two cheaper paths and one more expensive path,
                // so that liquidity-wise any 2 of 3 combination is sufficient,
@@ -3908,7 +4005,7 @@ mod tests {
                {
                        // Now, attempt to route 180 sats.
                        // Our algorithm should provide us with these 2 paths.
-                       let route = get_route(&our_id, &payee, &network_graph, None, 180_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 180_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 2);
 
                        let mut total_value_transferred_msat = 0;
@@ -3934,8 +4031,8 @@ mod tests {
                // if the fee is not properly accounted for, the behavior is different.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
 
                // We need a route consisting of 2 paths:
                // From our node to node3 via {node0, node2} and {node7, node2, node4}.
@@ -4076,14 +4173,14 @@ mod tests {
                {
                        // Attempt to route more than available results in a failure.
                        if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(
-                                       &our_id, &payee, &network_graph, None, 210_000, 42, Arc::clone(&logger), &scorer) {
+                                       &our_id, &payment_params, &network_graph, None, 210_000, 42, Arc::clone(&logger), &scorer) {
                                assert_eq!(err, "Failed to find a sufficient route to the given destination");
                        } else { panic!(); }
                }
 
                {
                        // Now, attempt to route 200 sats (exact amount we can route).
-                       let route = get_route(&our_id, &payee, &network_graph, None, 200_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 200_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 2);
 
                        let mut total_amount_paid_msat = 0;
@@ -4113,8 +4210,8 @@ mod tests {
                // This bug appeared in production in some specific channel configurations.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(PublicKey::from_slice(&[02; 33]).unwrap()).with_features(InvoiceFeatures::known())
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(PublicKey::from_slice(&[02; 33]).unwrap()).with_features(InvoiceFeatures::known())
                        .with_route_hints(vec![RouteHint(vec![RouteHintHop {
                                src_node_id: nodes[2],
                                short_channel_id: 42,
@@ -4180,7 +4277,7 @@ mod tests {
 
                // Get a route for 100 sats and check that we found the MPP route no problem and didn't
                // overpay at all.
-               let route = get_route(&our_id, &payee, &network_graph, None, 100_000, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &payment_params, &network_graph, None, 100_000, 42, Arc::clone(&logger), &scorer).unwrap();
                assert_eq!(route.paths.len(), 2);
                // Paths are somewhat randomly ordered, but:
                // * the first is channel 2 (1 msat fee) -> channel 4 -> channel 42
@@ -4201,8 +4298,8 @@ mod tests {
                // path finding we realize that we found more capacity than we need.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
 
                // We need a route consisting of 3 paths:
                // From our node to node2 via node0, node7, node1 (three paths one hop each).
@@ -4294,7 +4391,7 @@ mod tests {
                {
                        // Attempt to route more than available results in a failure.
                        if let Err(LightningError{err, action: ErrorAction::IgnoreError}) = get_route(
-                                       &our_id, &payee, &network_graph, None, 150_000, 42, Arc::clone(&logger), &scorer) {
+                                       &our_id, &payment_params, &network_graph, None, 150_000, 42, Arc::clone(&logger), &scorer) {
                                assert_eq!(err, "Failed to find a sufficient route to the given destination");
                        } else { panic!(); }
                }
@@ -4302,7 +4399,7 @@ mod tests {
                {
                        // Now, attempt to route 125 sats (just a bit below the capacity of 3 channels).
                        // Our algorithm should provide us with these 3 paths.
-                       let route = get_route(&our_id, &payee, &network_graph, None, 125_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 125_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 3);
                        let mut total_amount_paid_msat = 0;
                        for path in &route.paths {
@@ -4315,7 +4412,7 @@ mod tests {
 
                {
                        // Attempt to route without the last small cheap channel
-                       let route = get_route(&our_id, &payee, &network_graph, None, 90_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 90_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 2);
                        let mut total_amount_paid_msat = 0;
                        for path in &route.paths {
@@ -4358,8 +4455,8 @@ mod tests {
                let network_graph = Arc::new(NetworkGraph::new(genesis_block(Network::Testnet).header.block_hash()));
                let net_graph_msg_handler = NetGraphMsgHandler::new(Arc::clone(&network_graph), None, Arc::clone(&logger));
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[6]);
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[6]);
 
                add_channel(&net_graph_msg_handler, &secp_ctx, &our_privkey, &privkeys[1], ChannelFeatures::from_le_bytes(id_to_feature_flags(6)), 6);
                update_channel(&net_graph_msg_handler, &secp_ctx, &our_privkey, UnsignedChannelUpdate {
@@ -4452,7 +4549,7 @@ mod tests {
 
                {
                        // Now ensure the route flows simply over nodes 1 and 4 to 6.
-                       let route = get_route(&our_id, &payee, &network_graph, None, 10_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 10_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 1);
                        assert_eq!(route.paths[0].len(), 3);
 
@@ -4487,8 +4584,8 @@ mod tests {
                // we calculated fees on a higher value, resulting in us ignoring such paths.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[2]);
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]);
 
                // We modify the graph to set the htlc_maximum of channel 2 to below the value we wish to
                // send.
@@ -4521,7 +4618,7 @@ mod tests {
                {
                        // Now, attempt to route 90 sats, which is exactly 90 sats at the last hop, plus the
                        // 200% fee charged channel 13 in the 1-to-2 direction.
-                       let route = get_route(&our_id, &payee, &network_graph, None, 90_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 90_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 1);
                        assert_eq!(route.paths[0].len(), 2);
 
@@ -4549,8 +4646,8 @@ mod tests {
                // resulting in us thinking there is no possible path, even if other paths exist.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
 
                // We modify the graph to set the htlc_minimum of channel 2 and 4 as needed - channel 2
                // gets an htlc_maximum_msat of 80_000 and channel 4 an htlc_minimum_msat of 90_000. We
@@ -4584,7 +4681,7 @@ mod tests {
                        // Now, attempt to route 90 sats, hitting the htlc_minimum on channel 4, but
                        // overshooting the htlc_maximum on channel 2. Thus, we should pick the (absurdly
                        // expensive) channels 12-13 path.
-                       let route = get_route(&our_id, &payee, &network_graph, None, 90_000, 42, Arc::clone(&logger), &scorer).unwrap();
+                       let route = get_route(&our_id, &payment_params, &network_graph, None, 90_000, 42, Arc::clone(&logger), &scorer).unwrap();
                        assert_eq!(route.paths.len(), 1);
                        assert_eq!(route.paths[0].len(), 2);
 
@@ -4616,11 +4713,11 @@ mod tests {
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
                let logger = Arc::new(test_utils::TestLogger::new());
                let network_graph = NetworkGraph::new(genesis_block(Network::Testnet).header.block_hash());
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
-               let payee = Payee::from_node_id(nodes[0]).with_features(InvoiceFeatures::known());
+               let scorer = test_utils::TestScorer::with_penalty(0);
+               let payment_params = PaymentParameters::from_node_id(nodes[0]).with_features(InvoiceFeatures::known());
 
                {
-                       let route = get_route(&our_id, &payee, &network_graph, Some(&[
+                       let route = get_route(&our_id, &payment_params, &network_graph, Some(&[
                                &get_channel_details(Some(3), nodes[0], InitFeatures::known(), 200_000),
                                &get_channel_details(Some(2), nodes[0], InitFeatures::known(), 10_000),
                        ]), 100_000, 42, Arc::clone(&logger), &scorer).unwrap();
@@ -4632,7 +4729,7 @@ mod tests {
                        assert_eq!(route.paths[0][0].fee_msat, 100_000);
                }
                {
-                       let route = get_route(&our_id, &payee, &network_graph, Some(&[
+                       let route = get_route(&our_id, &payment_params, &network_graph, Some(&[
                                &get_channel_details(Some(3), nodes[0], InitFeatures::known(), 50_000),
                                &get_channel_details(Some(2), nodes[0], InitFeatures::known(), 50_000),
                        ]), 100_000, 42, Arc::clone(&logger), &scorer).unwrap();
@@ -4654,12 +4751,12 @@ mod tests {
        fn prefers_shorter_route_with_higher_fees() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let payee = Payee::from_node_id(nodes[6]).with_route_hints(last_hops(&nodes));
+               let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops(&nodes));
 
                // Without penalizing each hop 100 msats, a longer path with lower fees is chosen.
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let route = get_route(
-                       &our_id, &payee, &network_graph, None, 100, 42,
+                       &our_id, &payment_params, &network_graph, None, 100, 42,
                        Arc::clone(&logger), &scorer
                ).unwrap();
                let path = route.paths[0].iter().map(|hop| hop.short_channel_id).collect::<Vec<_>>();
@@ -4670,9 +4767,9 @@ mod tests {
 
                // Applying a 100 msat penalty to each hop results in taking channels 7 and 10 to nodes[6]
                // from nodes[2] rather than channel 6, 11, and 8, even though the longer path is cheaper.
-               let scorer = test_utils::TestScorer::with_fixed_penalty(100);
+               let scorer = test_utils::TestScorer::with_penalty(100);
                let route = get_route(
-                       &our_id, &payee, &network_graph, None, 100, 42,
+                       &our_id, &payment_params, &network_graph, None, 100, 42,
                        Arc::clone(&logger), &scorer
                ).unwrap();
                let path = route.paths[0].iter().map(|hop| hop.short_channel_id).collect::<Vec<_>>();
@@ -4691,7 +4788,7 @@ mod tests {
                fn write<W: Writer>(&self, _w: &mut W) -> Result<(), ::io::Error> { unimplemented!() }
        }
        impl Score for BadChannelScorer {
-               fn channel_penalty_msat(&self, short_channel_id: u64, _send_amt: u64, _chan_amt: Option<u64>, _source: &NodeId, _target: &NodeId) -> u64 {
+               fn channel_penalty_msat(&self, short_channel_id: u64, _send_amt: u64, _capacity_msat: u64, _source: &NodeId, _target: &NodeId) -> u64 {
                        if short_channel_id == self.short_channel_id { u64::max_value() } else { 0 }
                }
 
@@ -4709,7 +4806,7 @@ mod tests {
        }
 
        impl Score for BadNodeScorer {
-               fn channel_penalty_msat(&self, _short_channel_id: u64, _send_amt: u64, _chan_amt: Option<u64>, _source: &NodeId, target: &NodeId) -> u64 {
+               fn channel_penalty_msat(&self, _short_channel_id: u64, _send_amt: u64, _capacity_msat: u64, _source: &NodeId, target: &NodeId) -> u64 {
                        if *target == self.node_id { u64::max_value() } else { 0 }
                }
 
@@ -4721,12 +4818,12 @@ mod tests {
        fn avoids_routing_through_bad_channels_and_nodes() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let payee = Payee::from_node_id(nodes[6]).with_route_hints(last_hops(&nodes));
+               let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops(&nodes));
 
                // A path to nodes[6] exists when no penalties are applied to any channel.
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let route = get_route(
-                       &our_id, &payee, &network_graph, None, 100, 42,
+                       &our_id, &payment_params, &network_graph, None, 100, 42,
                        Arc::clone(&logger), &scorer
                ).unwrap();
                let path = route.paths[0].iter().map(|hop| hop.short_channel_id).collect::<Vec<_>>();
@@ -4738,7 +4835,7 @@ mod tests {
                // A different path to nodes[6] exists if channel 6 cannot be routed over.
                let scorer = BadChannelScorer { short_channel_id: 6 };
                let route = get_route(
-                       &our_id, &payee, &network_graph, None, 100, 42,
+                       &our_id, &payment_params, &network_graph, None, 100, 42,
                        Arc::clone(&logger), &scorer
                ).unwrap();
                let path = route.paths[0].iter().map(|hop| hop.short_channel_id).collect::<Vec<_>>();
@@ -4750,7 +4847,7 @@ mod tests {
                // A path to nodes[6] does not exist if nodes[2] cannot be routed through.
                let scorer = BadNodeScorer { node_id: NodeId::from_pubkey(&nodes[2]) };
                match get_route(
-                       &our_id, &payee, &network_graph, None, 100, 42,
+                       &our_id, &payment_params, &network_graph, None, 100, 42,
                        Arc::clone(&logger), &scorer
                ) {
                        Err(LightningError { err, .. } ) => {
@@ -4780,7 +4877,7 @@ mod tests {
                                        short_channel_id: 0, fee_msat: 225, cltv_expiry_delta: 0
                                },
                        ]],
-                       payee: None,
+                       payment_params: None,
                };
 
                assert_eq!(route.get_total_fees(), 250);
@@ -4813,7 +4910,7 @@ mod tests {
                                        short_channel_id: 0, fee_msat: 150, cltv_expiry_delta: 0
                                },
                        ]],
-                       payee: None,
+                       payment_params: None,
                };
 
                assert_eq!(route.get_total_fees(), 200);
@@ -4825,7 +4922,7 @@ mod tests {
                // In an earlier version of `Route::get_total_fees` and `Route::get_total_amount`, they
                // would both panic if the route was completely empty. We test to ensure they return 0
                // here, even though its somewhat nonsensical as a route.
-               let route = Route { paths: Vec::new(), payee: None };
+               let route = Route { paths: Vec::new(), payment_params: None };
 
                assert_eq!(route.get_total_fees(), 0);
                assert_eq!(route.get_total_amount(), 0);
@@ -4836,21 +4933,21 @@ mod tests {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
 
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Make sure that generally there is at least one route available
                let feasible_max_total_cltv_delta = 1008;
-               let feasible_payee = Payee::from_node_id(nodes[6]).with_route_hints(last_hops(&nodes))
+               let feasible_payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops(&nodes))
                        .with_max_total_cltv_expiry_delta(feasible_max_total_cltv_delta);
-               let route = get_route(&our_id, &feasible_payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
+               let route = get_route(&our_id, &feasible_payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer).unwrap();
                let path = route.paths[0].iter().map(|hop| hop.short_channel_id).collect::<Vec<_>>();
                assert_ne!(path.len(), 0);
 
                // But not if we exclude all paths on the basis of their accumulated CLTV delta
                let fail_max_total_cltv_delta = 23;
-               let fail_payee = Payee::from_node_id(nodes[6]).with_route_hints(last_hops(&nodes))
+               let fail_payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops(&nodes))
                        .with_max_total_cltv_expiry_delta(fail_max_total_cltv_delta);
-               match get_route(&our_id, &fail_payee, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer)
+               match get_route(&our_id, &fail_payment_params, &network_graph, None, 100, 42, Arc::clone(&logger), &scorer)
                {
                        Err(LightningError { err, .. } ) => {
                                assert_eq!(err, "Failed to find a path to the given destination");
@@ -4881,7 +4978,6 @@ mod tests {
                        },
                };
                let graph = NetworkGraph::read(&mut d).unwrap();
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
 
                // First, get 100 (source, destination) pairs for which route-getting actually succeeds...
                let mut seed = random_init_seed() as usize;
@@ -4892,9 +4988,11 @@ mod tests {
                                let src = &PublicKey::from_slice(nodes.keys().skip(seed % nodes.len()).next().unwrap().as_slice()).unwrap();
                                seed = seed.overflowing_mul(0xdeadbeef).0;
                                let dst = PublicKey::from_slice(nodes.keys().skip(seed % nodes.len()).next().unwrap().as_slice()).unwrap();
-                               let payee = Payee::from_node_id(dst);
+                               let payment_params = PaymentParameters::from_node_id(dst);
                                let amt = seed as u64 % 200_000_000;
-                               if get_route(src, &payee, &graph, None, amt, 42, &test_utils::TestLogger::new(), &scorer).is_ok() {
+                               let params = ProbabilisticScoringParameters::default();
+                               let scorer = ProbabilisticScorer::new(params, &graph);
+                               if get_route(src, &payment_params, &graph, None, amt, 42, &test_utils::TestLogger::new(), &scorer).is_ok() {
                                        continue 'load_endpoints;
                                }
                        }
@@ -4912,7 +5010,6 @@ mod tests {
                        },
                };
                let graph = NetworkGraph::read(&mut d).unwrap();
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
 
                // First, get 100 (source, destination) pairs for which route-getting actually succeeds...
                let mut seed = random_init_seed() as usize;
@@ -4923,9 +5020,11 @@ mod tests {
                                let src = &PublicKey::from_slice(nodes.keys().skip(seed % nodes.len()).next().unwrap().as_slice()).unwrap();
                                seed = seed.overflowing_mul(0xdeadbeef).0;
                                let dst = PublicKey::from_slice(nodes.keys().skip(seed % nodes.len()).next().unwrap().as_slice()).unwrap();
-                               let payee = Payee::from_node_id(dst).with_features(InvoiceFeatures::known());
+                               let payment_params = PaymentParameters::from_node_id(dst).with_features(InvoiceFeatures::known());
                                let amt = seed as u64 % 200_000_000;
-                               if get_route(src, &payee, &graph, None, amt, 42, &test_utils::TestLogger::new(), &scorer).is_ok() {
+                               let params = ProbabilisticScoringParameters::default();
+                               let scorer = ProbabilisticScorer::new(params, &graph);
+                               if get_route(src, &payment_params, &graph, None, amt, 42, &test_utils::TestLogger::new(), &scorer).is_ok() {
                                        continue 'load_endpoints;
                                }
                        }
@@ -4960,10 +5059,15 @@ pub(crate) mod test_utils {
        }
 }
 
-#[cfg(all(test, feature = "unstable", not(feature = "no-std")))]
+#[cfg(all(test, feature = "_bench_unstable", not(feature = "no-std")))]
 mod benches {
        use super::*;
-       use routing::scoring::Scorer;
+       use bitcoin::hashes::Hash;
+       use bitcoin::secp256k1::{PublicKey, Secp256k1, SecretKey};
+       use chain::transaction::OutPoint;
+       use ln::channelmanager::{ChannelCounterparty, ChannelDetails};
+       use ln::features::{InitFeatures, InvoiceFeatures};
+       use routing::scoring::{FixedPenaltyScorer, ProbabilisticScorer, ProbabilisticScoringParameters, Scorer};
        use util::logger::{Logger, Record};
 
        use test::Bencher;
@@ -4973,50 +5077,98 @@ mod benches {
                fn log(&self, _record: &Record) {}
        }
 
-       #[bench]
-       fn generate_routes(bench: &mut Bencher) {
+       fn read_network_graph() -> NetworkGraph {
                let mut d = test_utils::get_route_file().unwrap();
-               let graph = NetworkGraph::read(&mut d).unwrap();
-               let nodes = graph.read_only().nodes().clone();
-               let scorer = Scorer::with_fixed_penalty(0);
+               NetworkGraph::read(&mut d).unwrap()
+       }
 
-               // First, get 100 (source, destination) pairs for which route-getting actually succeeds...
-               let mut path_endpoints = Vec::new();
-               let mut seed: usize = 0xdeadbeef;
-               'load_endpoints: for _ in 0..100 {
-                       loop {
-                               seed *= 0xdeadbeef;
-                               let src = PublicKey::from_slice(nodes.keys().skip(seed % nodes.len()).next().unwrap().as_slice()).unwrap();
-                               seed *= 0xdeadbeef;
-                               let dst = PublicKey::from_slice(nodes.keys().skip(seed % nodes.len()).next().unwrap().as_slice()).unwrap();
-                               let payee = Payee::from_node_id(dst);
-                               let amt = seed as u64 % 1_000_000;
-                               if get_route(&src, &payee, &graph, None, amt, 42, &DummyLogger{}, &scorer).is_ok() {
-                                       path_endpoints.push((src, dst, amt));
-                                       continue 'load_endpoints;
-                               }
-                       }
+       fn payer_pubkey() -> PublicKey {
+               let secp_ctx = Secp256k1::new();
+               PublicKey::from_secret_key(&secp_ctx, &SecretKey::from_slice(&[42; 32]).unwrap())
+       }
+
+       #[inline]
+       fn first_hop(node_id: PublicKey) -> ChannelDetails {
+               ChannelDetails {
+                       channel_id: [0; 32],
+                       counterparty: ChannelCounterparty {
+                               features: InitFeatures::known(),
+                               node_id,
+                               unspendable_punishment_reserve: 0,
+                               forwarding_info: None,
+                       },
+                       funding_txo: Some(OutPoint {
+                               txid: bitcoin::Txid::from_slice(&[0; 32]).unwrap(), index: 0
+                       }),
+                       short_channel_id: Some(1),
+                       channel_value_satoshis: 10_000_000,
+                       user_channel_id: 0,
+                       balance_msat: 10_000_000,
+                       outbound_capacity_msat: 10_000_000,
+                       inbound_capacity_msat: 0,
+                       unspendable_punishment_reserve: None,
+                       confirmations_required: None,
+                       force_close_spend_delay: None,
+                       is_outbound: true,
+                       is_funding_locked: true,
+                       is_usable: true,
+                       is_public: true,
                }
+       }
 
-               // ...then benchmark finding paths between the nodes we learned.
-               let mut idx = 0;
-               bench.iter(|| {
-                       let (src, dst, amt) = path_endpoints[idx % path_endpoints.len()];
-                       let payee = Payee::from_node_id(dst);
-                       assert!(get_route(&src, &payee, &graph, None, amt, 42, &DummyLogger{}, &scorer).is_ok());
-                       idx += 1;
-               });
+       #[bench]
+       fn generate_routes_with_zero_penalty_scorer(bench: &mut Bencher) {
+               let network_graph = read_network_graph();
+               let scorer = FixedPenaltyScorer::with_penalty(0);
+               generate_routes(bench, &network_graph, scorer, InvoiceFeatures::empty());
        }
 
        #[bench]
-       fn generate_mpp_routes(bench: &mut Bencher) {
-               let mut d = test_utils::get_route_file().unwrap();
-               let graph = NetworkGraph::read(&mut d).unwrap();
+       fn generate_mpp_routes_with_zero_penalty_scorer(bench: &mut Bencher) {
+               let network_graph = read_network_graph();
+               let scorer = FixedPenaltyScorer::with_penalty(0);
+               generate_routes(bench, &network_graph, scorer, InvoiceFeatures::known());
+       }
+
+       #[bench]
+       fn generate_routes_with_default_scorer(bench: &mut Bencher) {
+               let network_graph = read_network_graph();
+               let scorer = Scorer::default();
+               generate_routes(bench, &network_graph, scorer, InvoiceFeatures::empty());
+       }
+
+       #[bench]
+       fn generate_mpp_routes_with_default_scorer(bench: &mut Bencher) {
+               let network_graph = read_network_graph();
+               let scorer = Scorer::default();
+               generate_routes(bench, &network_graph, scorer, InvoiceFeatures::known());
+       }
+
+       #[bench]
+       fn generate_routes_with_probabilistic_scorer(bench: &mut Bencher) {
+               let network_graph = read_network_graph();
+               let params = ProbabilisticScoringParameters::default();
+               let scorer = ProbabilisticScorer::new(params, &network_graph);
+               generate_routes(bench, &network_graph, scorer, InvoiceFeatures::empty());
+       }
+
+       #[bench]
+       fn generate_mpp_routes_with_probabilistic_scorer(bench: &mut Bencher) {
+               let network_graph = read_network_graph();
+               let params = ProbabilisticScoringParameters::default();
+               let scorer = ProbabilisticScorer::new(params, &network_graph);
+               generate_routes(bench, &network_graph, scorer, InvoiceFeatures::known());
+       }
+
+       fn generate_routes<S: Score>(
+               bench: &mut Bencher, graph: &NetworkGraph, mut scorer: S, features: InvoiceFeatures
+       ) {
                let nodes = graph.read_only().nodes().clone();
-               let scorer = Scorer::with_fixed_penalty(0);
+               let payer = payer_pubkey();
 
                // First, get 100 (source, destination) pairs for which route-getting actually succeeds...
-               let mut path_endpoints = Vec::new();
+               let mut routes = Vec::new();
+               let mut route_endpoints = Vec::new();
                let mut seed: usize = 0xdeadbeef;
                'load_endpoints: for _ in 0..100 {
                        loop {
@@ -5024,21 +5176,37 @@ mod benches {
                                let src = PublicKey::from_slice(nodes.keys().skip(seed % nodes.len()).next().unwrap().as_slice()).unwrap();
                                seed *= 0xdeadbeef;
                                let dst = PublicKey::from_slice(nodes.keys().skip(seed % nodes.len()).next().unwrap().as_slice()).unwrap();
-                               let payee = Payee::from_node_id(dst).with_features(InvoiceFeatures::known());
+                               let params = PaymentParameters::from_node_id(dst).with_features(features.clone());
+                               let first_hop = first_hop(src);
                                let amt = seed as u64 % 1_000_000;
-                               if get_route(&src, &payee, &graph, None, amt, 42, &DummyLogger{}, &scorer).is_ok() {
-                                       path_endpoints.push((src, dst, amt));
+                               if let Ok(route) = get_route(&payer, &params, &graph, Some(&[&first_hop]), amt, 42, &DummyLogger{}, &scorer) {
+                                       routes.push(route);
+                                       route_endpoints.push((first_hop, params, amt));
                                        continue 'load_endpoints;
                                }
                        }
                }
 
+               // ...and seed the scorer with success and failure data...
+               for route in routes {
+                       let amount = route.get_total_amount();
+                       if amount < 250_000 {
+                               for path in route.paths {
+                                       scorer.payment_path_successful(&path.iter().collect::<Vec<_>>());
+                               }
+                       } else if amount > 750_000 {
+                               for path in route.paths {
+                                       let short_channel_id = path[path.len() / 2].short_channel_id;
+                                       scorer.payment_path_failed(&path.iter().collect::<Vec<_>>(), short_channel_id);
+                               }
+                       }
+               }
+
                // ...then benchmark finding paths between the nodes we learned.
                let mut idx = 0;
                bench.iter(|| {
-                       let (src, dst, amt) = path_endpoints[idx % path_endpoints.len()];
-                       let payee = Payee::from_node_id(dst).with_features(InvoiceFeatures::known());
-                       assert!(get_route(&src, &payee, &graph, None, amt, 42, &DummyLogger{}, &scorer).is_ok());
+                       let (first_hop, params, amt) = &route_endpoints[idx % route_endpoints.len()];
+                       assert!(get_route(&payer, params, &graph, Some(&[first_hop]), *amt, 42, &DummyLogger{}, &scorer).is_ok());
                        idx += 1;
                });
        }