diff --git a/.gitignore b/.gitignore
index f6e93c4d..98bd47f1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -56,6 +56,7 @@ test-ledger/
 .tool-versions
 crates/contributor-rewards/dry-run-output/
 crates/contributor-rewards/mainnet-beta.config.toml
+!crates/contributor-rewards/tests/goldens/make-fixture.py
 crates/solana-client-tools/target/
 docs/plans
 docs/superpowers
diff --git a/crates/contributor-rewards/CHANGELOG.md b/crates/contributor-rewards/CHANGELOG.md
index 440eae55..ccc381ef 100644
--- a/crates/contributor-rewards/CHANGELOG.md
+++ b/crates/contributor-rewards/CHANGELOG.md
@@ -7,6 +7,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+- test(contributor-rewards): fix the Shapley golden tests. `assert_close` now treats both values as equal once each is below `1e-6`, so the seven per-city entries that are cancellation noise (values around `1e-12`) no longer sit below their own comparison gate. `UPDATE_GOLDEN` now regenerates only when set to `1`, not on any set value, so a stale exported `UPDATE_GOLDEN=0` can no longer make both tests pass while silently overwriting the goldens. The fixture and goldens rename from `mn-beta` to `mainnet-beta`, matching the no-abbreviations rule
+- test(contributor-rewards): extend the Shapley golden to per-city outputs. The aggregate can hide drift when two cities move in opposite directions, so the per-city values are pinned as well
+- test(contributor-rewards): pin the aggregated Shapley output for the committed mainnet-beta fixture with a golden file, the crate's first test covering reward values. Drives `PreparedData::from_snapshot`, the same path the scheduler uses for snapshots. Structure (operator set, ordering, counts) is asserted exactly. Values use a 1e-12 relative tolerance, because bit-identical floating point is not guaranteed across architectures and an exact gate would go permanently red on a CI architecture change. Regenerate deliberately with `UPDATE_GOLDEN=1 cargo test -p doublezero-contributor-rewards`
+- test(contributor-rewards): add a committed mainnet-beta snapshot fixture (`tests/goldens/mainnet-beta-epoch-129-trimmed.json`) and the script that produces it (`tests/goldens/make-fixture.py`), for a future Shapley golden test. The only previously committed snapshot (testnet) produces zero reward for every operator, so no golden test can assert a real value against it. Exact Shapley computation is O(2^n) in the operator count, so the fixture keeps only the 4 contributors with the most devices and the 6 cities with the most surviving devices among them, which keeps the network connected and the computation fast. It is not a byte-size trim of the full topology (malbeclabs/infra#2392)
+- fix(contributor-rewards): migrate the access pass status value `Expired` to `ExpiredDeprecated` when loading a snapshot captured before doublezero-serviceability PR #3831 renamed that enum variant. Without the migration, such a snapshot fails to deserialize (malbeclabs/infra#2392)
 - fix(contributor-rewards): the scheduler no longer writes a snapshot it cannot use. A failed leader-schedule fetch was warned and discarded, so an unusable snapshot overwrote the epoch's canonical S3 key and the tick then failed reading it back with "Missing leader schedule". Both producers now propagate the fetch error, and the scheduler validates before saving, which also covers `--dry-run`, where nothing validated at all. Scheduler failures log the full cause chain, and every `EpochFinder` RPC error is stripped of its request URL, in the retry logs and in the error it propagates, since that URL carries the mainnet-beta read endpoint's API key into journald and Loki (malbeclabs/infra#2372)
 - fix(contributor-rewards): resolve the Solana epoch for a timestamp from real block times instead of dividing wall clock by a hardcoded 400ms slot duration. The old estimate drifted about 30k slots per day of lookback and picked the wrong epoch near a boundary, and no fixed constant survives the SIMD-0525 rollout. That epoch selects the leader schedule rewards are computed against, so the search now errors rather than returning a wrong answer: a backfill older than the endpoint's ledger retention fails on the `ingestor::demand` path instead of silently mis-estimating (malbeclabs/infra#2317)
 - fix(contributor-rewards): `snapshot` validates before writing. It warns and continues when the leader schedule cannot be fetched, but every consumer rejects a snapshot without one, so the command exited 0 having written an unusable file under the canonical name and a `snapshot` then `export-shapley` chain failed a step late. Pre-existing, but reachable now that resolving the Solana epoch depends on block-time reads (malbeclabs/infra#2317)
diff --git a/crates/contributor-rewards/src/ingestor/types.rs b/crates/contributor-rewards/src/ingestor/types.rs
index 29a0a53c..975b17f2 100644
--- a/crates/contributor-rewards/src/ingestor/types.rs
+++ b/crates/contributor-rewards/src/ingestor/types.rs
@@ -178,6 +178,15 @@ fn apply_serviceability_json_compat_migrations(serviceability: &mut Value) {
             access_pass
                 .entry("max_multicast_users")
                 .or_insert_with(|| Value::Number(1.into()));
+
+            // Snapshots captured before doublezero-serviceability#3831 carry the
+            // pre-rename variant name.
+            if access_pass.get("status").and_then(Value::as_str) == Some("Expired") {
+                access_pass.insert(
+                    "status".to_string(),
+                    Value::String("ExpiredDeprecated".to_string()),
+                );
+            }
         }
     }
 
diff --git a/crates/contributor-rewards/tests/goldens/mainnet-beta-epoch-129-trimmed.json b/crates/contributor-rewards/tests/goldens/mainnet-beta-epoch-129-trimmed.json
new file mode 100644
index 00000000..a04e3268
--- /dev/null
+++ b/crates/contributor-rewards/tests/goldens/mainnet-beta-epoch-129-trimmed.json
@@ -0,0 +1,170333 @@
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+    }
+  },
+  "metadata": {
+    "created_at": "2026-04-09T18:19:34.117038+00:00",
+    "network": "mainnet-beta",
+    "exchanges_count": 30,
+    "locations_count": 63,
+    "devices_count": 96,
+    "internet_samples_count": 870,
+    "device_samples_count": 328
+  }
+}
diff --git a/crates/contributor-rewards/tests/goldens/make-fixture.py b/crates/contributor-rewards/tests/goldens/make-fixture.py
new file mode 100644
index 00000000..2c5675d7
--- /dev/null
+++ b/crates/contributor-rewards/tests/goldens/make-fixture.py
@@ -0,0 +1,190 @@
+#!/usr/bin/env python3
+"""Trim a full CompleteSnapshot capture down to a fixture that runs fast enough for git.
+
+Exact Shapley value computation is O(2^n) in the number of operators, with one LP solve
+per coalition per demand city. The full mainnet-beta capture has 14 operators across
+about 30 demand cities: roughly 16,384 coalitions per city, tens of minutes of CPU even
+in a release build. Byte size is not the constraint here, runtime is: a golden fixture
+nobody can afford to run in CI is worthless. So this script does not preserve the full
+network topology. It keeps a small, still-connected sub-network:
+
+- Rank contributors by how many devices they own. Keep the top `--operator-cap` (default
+  4) and drop the devices, and then the links, belonging to everyone else.
+- Rank the remaining devices' exchanges (cities) by device count. Keep the top
+  `--city-cap` (default 6) and drop devices outside them, and then their links.
+- Drop users whose device no longer exists. AccessPass records carry no device
+  reference in this schema (only a user_payer/validator identity), so there is nothing
+  to drop there by device membership. They are left as captured.
+- Truncate every `samples` array in `dz_telemetry.device_latency_samples` and
+  `dz_internet.internet_latency_samples` to the first `--sample-cap` (default 32)
+  entries, updating `sample_count` to match where present. 32 because
+  `settings.inet_lookback.min_samples_per_link` is 20, and anything at or below risks a
+  link being dropped for insufficient coverage. These telemetry records are NOT
+  filtered to the surviving devices. All 328 device and 870 internet records in the
+  full capture are kept, with only their sample arrays truncated, even though the trim
+  above leaves only 74 of the 328 device records relevant to the surviving topology.
+
+Everything else (locations, multicast_groups, access_passes, leader_schedule,
+metro_prices) is kept as captured. None of it drives the operator or city count that
+makes exact Shapley expensive.
+
+Usage:
+    python3 make-fixture.py <input snapshot path> <output fixture path> \\
+        [--sample-cap N] [--operator-cap N] [--city-cap N]
+
+The input snapshot is a full CompleteSnapshot capture. It is not committed (it lives
+under the gitignored dry-run-output/ directory). Re-capture it with the crate's own
+snapshot command, with network set to mainnet-beta in the config or environment, for
+example:
+    cargo run -p doublezero-contributor-rewards -- snapshot --epoch 129 \\
+        --local-dir ../../dry-run-output/
+
+Regenerate the committed fixture with:
+    python3 make-fixture.py \\
+        ../../dry-run-output/mainnet-beta-epoch-129-snapshot.json \\
+        mainnet-beta-epoch-129-trimmed.json
+
+If a future regeneration times out, lower --operator-cap or --city-cap and retry. If it
+comes back all zero, the surviving sub-network is likely disconnected. Try a larger
+--operator-cap with a smaller --city-cap: more operators concentrated into fewer
+cities makes a connecting path more likely. See the task 1a report for the timings
+this cap was chosen against.
+"""
+
+import argparse
+import json
+from collections import Counter
+
+
+def truncate_samples(records, sample_cap):
+    """Truncate each record's `samples` list to `sample_cap` entries in place.
+
+    Updates `sample_count` to match when the record carries one, so the record stays
+    internally consistent with its own sample list.
+    """
+    for record in records:
+        samples = record.get("samples")
+        if samples is None:
+            continue
+        record["samples"] = samples[:sample_cap]
+        if "sample_count" in record:
+            record["sample_count"] = len(record["samples"])
+
+
+def top_keys_by_count(counts, cap):
+    """Return the `cap` keys with the highest counts, ties broken by key for a
+    deterministic result independent of dict iteration order."""
+    ranked = sorted(counts.items(), key=lambda pair: (-pair[1], pair[0]))
+    return [key for key, _count in ranked[:cap]]
+
+
+def trim_topology(fetch_data, operator_cap, city_cap):
+    serviceability = fetch_data["dz_serviceability"]
+    devices = serviceability["devices"]
+
+    devices_per_contributor = Counter(
+        device["contributor_pk"] for device in devices.values()
+    )
+    kept_contributor_pks = set(top_keys_by_count(devices_per_contributor, operator_cap))
+    kept_device_pks = {
+        device_pk
+        for device_pk, device in devices.items()
+        if device["contributor_pk"] in kept_contributor_pks
+    }
+
+    devices_per_exchange = Counter(
+        devices[device_pk]["exchange_pk"] for device_pk in kept_device_pks
+    )
+    kept_exchange_pks = set(top_keys_by_count(devices_per_exchange, city_cap))
+    kept_device_pks = {
+        device_pk
+        for device_pk in kept_device_pks
+        if devices[device_pk]["exchange_pk"] in kept_exchange_pks
+    }
+
+    # Recompute the surviving contributor set from the surviving devices: a contributor
+    # that made the operator cap can still lose every device to the city cap.
+    kept_contributor_pks = {
+        devices[device_pk]["contributor_pk"] for device_pk in kept_device_pks
+    }
+
+    serviceability["devices"] = {
+        device_pk: device
+        for device_pk, device in devices.items()
+        if device_pk in kept_device_pks
+    }
+    serviceability["contributors"] = {
+        contributor_pk: contributor
+        for contributor_pk, contributor in serviceability["contributors"].items()
+        if contributor_pk in kept_contributor_pks
+    }
+    serviceability["exchanges"] = {
+        exchange_pk: exchange
+        for exchange_pk, exchange in serviceability["exchanges"].items()
+        if exchange_pk in kept_exchange_pks
+    }
+    serviceability["links"] = {
+        link_pk: link
+        for link_pk, link in serviceability["links"].items()
+        if link["side_a_pk"] in kept_device_pks and link["side_z_pk"] in kept_device_pks
+    }
+    serviceability["users"] = {
+        user_pk: user
+        for user_pk, user in serviceability["users"].items()
+        if user.get("device_pk") in kept_device_pks
+    }
+
+    assert serviceability["devices"], "trim left no devices, raise --operator-cap or --city-cap"
+    assert serviceability["contributors"], "trim left no contributors"
+    assert serviceability["exchanges"], "trim left no exchanges"
+    assert serviceability["users"], "trim left no users, raise --operator-cap or --city-cap"
+
+
+def make_fixture(input_path, output_path, sample_cap, operator_cap, city_cap):
+    with open(input_path) as input_file:
+        snapshot = json.load(input_file)
+
+    fetch_data = snapshot["fetch_data"]
+    trim_topology(fetch_data, operator_cap, city_cap)
+    truncate_samples(fetch_data["dz_telemetry"]["device_latency_samples"], sample_cap)
+    truncate_samples(fetch_data["dz_internet"]["internet_latency_samples"], sample_cap)
+
+    with open(output_path, "w") as output_file:
+        json.dump(snapshot, output_file, indent=2)
+        output_file.write("\n")
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("input_path", help="full CompleteSnapshot capture to trim")
+    parser.add_argument("output_path", help="path to write the trimmed fixture to")
+    parser.add_argument(
+        "--sample-cap",
+        type=int,
+        default=32,
+        help="number of samples to keep per latency record (default 32)",
+    )
+    parser.add_argument(
+        "--operator-cap",
+        type=int,
+        default=4,
+        help="number of contributors (by device count) to keep (default 4)",
+    )
+    parser.add_argument(
+        "--city-cap",
+        type=int,
+        default=6,
+        help="number of exchanges/cities (by surviving device count) to keep (default 6)",
+    )
+    args = parser.parse_args()
+    make_fixture(
+        args.input_path,
+        args.output_path,
+        args.sample_cap,
+        args.operator_cap,
+        args.city_cap,
+    )
+
+
+if __name__ == "__main__":
+    main()
diff --git a/crates/contributor-rewards/tests/goldens/shapley-mainnet-beta-epoch-129.json b/crates/contributor-rewards/tests/goldens/shapley-mainnet-beta-epoch-129.json
new file mode 100644
index 00000000..dbd8695b
--- /dev/null
+++ b/crates/contributor-rewards/tests/goldens/shapley-mainnet-beta-epoch-129.json
@@ -0,0 +1,25 @@
+{
+  "operator_count": 4,
+  "operators": [
+    {
+      "operator": "5YbNrJHJJoiRwVEvgAWRGdFRG9gRdZ47hLCKSym8bqbp",
+      "value": 114.5825402808965,
+      "proportion": 0.0582158738145588
+    },
+    {
+      "operator": "895D8oq5ceWQ7uzL6VDBu4YfAywuaThQp8qfcP7TWJjK",
+      "value": 7.018788167339876,
+      "proportion": 0.0035660309614299964
+    },
+    {
+      "operator": "FUYRNmVyxaP6jsm6KmRgkGYfRNoFC8yCaxytyhwy7Hwb",
+      "value": 1770.4535644969292,
+      "proportion": 0.8995131461793304
+    },
+    {
+      "operator": "H647kAwTcWsGXZUK3BTr1JyTBZmbNcYyCmRFFCEnXUVp",
+      "value": 76.18044860254402,
+      "proportion": 0.0387049490446808
+    }
+  ]
+}
diff --git a/crates/contributor-rewards/tests/goldens/shapley-per-city-mainnet-beta-epoch-129.json b/crates/contributor-rewards/tests/goldens/shapley-per-city-mainnet-beta-epoch-129.json
new file mode 100644
index 00000000..16142132
--- /dev/null
+++ b/crates/contributor-rewards/tests/goldens/shapley-per-city-mainnet-beta-epoch-129.json
@@ -0,0 +1,113 @@
+{
+  "city_count": 6,
+  "cities": {
+    "FRA": [
+      [
+        "5YbNrJHJJoiRwVEvgAWRGdFRG9gRdZ47hLCKSym8bqbp",
+        1.2126596023639042e-12
+      ],
+      [
+        "895D8oq5ceWQ7uzL6VDBu4YfAywuaThQp8qfcP7TWJjK",
+        0.0
+      ],
+      [
+        "FUYRNmVyxaP6jsm6KmRgkGYfRNoFC8yCaxytyhwy7Hwb",
+        2147.8283189999875
+      ],
+      [
+        "H647kAwTcWsGXZUK3BTr1JyTBZmbNcYyCmRFFCEnXUVp",
+        -3.637978807091713e-12
+      ]
+    ],
+    "NYC": [
+      [
+        "5YbNrJHJJoiRwVEvgAWRGdFRG9gRdZ47hLCKSym8bqbp",
+        101.78010810073222
+      ],
+      [
+        "895D8oq5ceWQ7uzL6VDBu4YfAywuaThQp8qfcP7TWJjK",
+        4.1395302194420465
+      ],
+      [
+        "FUYRNmVyxaP6jsm6KmRgkGYfRNoFC8yCaxytyhwy7Hwb",
+        90.13211893728294
+      ],
+      [
+        "H647kAwTcWsGXZUK3BTr1JyTBZmbNcYyCmRFFCEnXUVp",
+        123.59524825871995
+      ]
+    ],
+    "SEA": [
+      [
+        "5YbNrJHJJoiRwVEvgAWRGdFRG9gRdZ47hLCKSym8bqbp",
+        357.37630201728155
+      ],
+      [
+        "895D8oq5ceWQ7uzL6VDBu4YfAywuaThQp8qfcP7TWJjK",
+        1.8189894035458565e-12
+      ],
+      [
+        "FUYRNmVyxaP6jsm6KmRgkGYfRNoFC8yCaxytyhwy7Hwb",
+        414.99754547328183
+      ],
+      [
+        "H647kAwTcWsGXZUK3BTr1JyTBZmbNcYyCmRFFCEnXUVp",
+        372.29043868127764
+      ]
+    ],
+    "SIN": [
+      [
+        "5YbNrJHJJoiRwVEvgAWRGdFRG9gRdZ47hLCKSym8bqbp",
+        153.7957970640115
+      ],
+      [
+        "895D8oq5ceWQ7uzL6VDBu4YfAywuaThQp8qfcP7TWJjK",
+        -8.48861721654733e-12
+      ],
+      [
+        "FUYRNmVyxaP6jsm6KmRgkGYfRNoFC8yCaxytyhwy7Hwb",
+        1819.7826650639968
+      ],
+      [
+        "H647kAwTcWsGXZUK3BTr1JyTBZmbNcYyCmRFFCEnXUVp",
+        3.637978807091713e-12
+      ]
+    ],
+    "TYO": [
+      [
+        "5YbNrJHJJoiRwVEvgAWRGdFRG9gRdZ47hLCKSym8bqbp",
+        153.4317718500121
+      ],
+      [
+        "895D8oq5ceWQ7uzL6VDBu4YfAywuaThQp8qfcP7TWJjK",
+        -2.425319204727808e-12
+      ],
+      [
+        "FUYRNmVyxaP6jsm6KmRgkGYfRNoFC8yCaxytyhwy7Hwb",
+        2331.5170126499966
+      ],
+      [
+        "H647kAwTcWsGXZUK3BTr1JyTBZmbNcYyCmRFFCEnXUVp",
+        107.40397739402157
+      ]
+    ],
+    "WAS": [
+      [
+        "5YbNrJHJJoiRwVEvgAWRGdFRG9gRdZ47hLCKSym8bqbp",
+        188.22575114784496
+      ],
+      [
+        "895D8oq5ceWQ7uzL6VDBu4YfAywuaThQp8qfcP7TWJjK",
+        99.34872526655514
+      ],
+      [
+        "FUYRNmVyxaP6jsm6KmRgkGYfRNoFC8yCaxytyhwy7Hwb",
+        1708.2413809372867
+      ],
+      [
+        "H647kAwTcWsGXZUK3BTr1JyTBZmbNcYyCmRFFCEnXUVp",
+        199.5595005398409
+      ]
+    ]
+  }
+}
diff --git a/crates/contributor-rewards/tests/test_shapley_golden.rs b/crates/contributor-rewards/tests/test_shapley_golden.rs
new file mode 100644
index 00000000..1a66b2f2
--- /dev/null
+++ b/crates/contributor-rewards/tests/test_shapley_golden.rs
@@ -0,0 +1,236 @@
+mod common;
+
+use std::{
+    collections::{BTreeMap, HashMap},
+    fs,
+    path::{Path, PathBuf},
+};
+
+use anyhow::{Context, Result};
+use common::create_test_settings;
+use doublezero_contributor_rewards::{
+    calculator::{data_prep::PreparedData, shapley::evaluator::compute_shapley_values},
+    cli::snapshot::CompleteSnapshot,
+    settings::network::Network,
+};
+use serde::{Deserialize, Serialize};
+
+// Exact float equality is avoided on purpose. The computation is deterministic on
+// one machine, but bit-identical floating point across architectures is not
+// guaranteed, so a golden generated on arm64 could differ in the last bit from
+// x86_64 CI. A dependency change that alters reward math moves values far more
+// than this tolerance. A last-bit difference does not.
+const RELATIVE_TOLERANCE: f64 = 1e-12;
+
+// Values below this carry no reward information. They are cancellation noise from
+// the Shapley computation, and pinning them at a 1e-12 absolute gate would make the
+// test fail on floating point differences that mean nothing. A real regression moves
+// these entries to the hundreds, not to 1e-12.
+const NEGLIGIBLE: f64 = 1e-6;
+
+const FIXTURE: &str = "tests/goldens/mainnet-beta-epoch-129-trimmed.json";
+
+fn assert_close(label: &str, actual: f64, expected: f64) {
+    if actual.abs() < NEGLIGIBLE && expected.abs() < NEGLIGIBLE {
+        return;
+    }
+    let difference = (actual - expected).abs();
+    let scale = expected.abs().max(actual.abs()).max(1.0);
+    assert!(
+        difference / scale <= RELATIVE_TOLERANCE,
+        "{label}: {actual} differs from golden {expected} by {difference} (relative {})",
+        difference / scale
+    );
+}
+
+fn golden_path(name: &str) -> PathBuf {
+    Path::new("tests/goldens").join(name)
+}
+
+// Set UPDATE_GOLDEN=1 to rewrite the golden files instead of comparing against them.
+fn regenerating() -> bool {
+    std::env::var("UPDATE_GOLDEN").as_deref() == Ok("1")
+}
+
+/// Run the committed fixture through the production snapshot path.
+///
+/// `PreparedData::from_snapshot` is what `Orchestrator::calculate_rewards` calls for
+/// the snapshot case, so this exercises the real assembly rather than a copy of it.
+/// Everything past `compute_shapley_values` is async and reads from RPC, so this is
+/// the deepest point a test can reach offline.
+fn compute_from_fixture()
+-> Result<doublezero_contributor_rewards::calculator::shapley::evaluator::ShapleyComputeResult> {
+    // create_test_settings hardcodes Testnet. The fixture is mainnet-beta, and
+    // build_devices derives city codes on a different branch per network, so
+    // leaving this as Testnet mis-maps every city.
+    let mut settings = create_test_settings(0.7, 1000.0, false);
+    settings.network = Network::MainnetBeta;
+
+    let snapshot = CompleteSnapshot::load_from_file(Path::new(FIXTURE))
+        .with_context(|| format!("loading {FIXTURE}"))?;
+    let prepared = PreparedData::from_snapshot(&snapshot, &settings, true)?;
+    let inputs = prepared
+        .shapley_inputs
+        .context("from_snapshot returned no shapley inputs despite require_shapley")?;
+    compute_shapley_values(&inputs, &settings.shapley, &HashMap::new())
+}
+
+#[derive(Debug, Serialize, Deserialize)]
+struct GoldenOperator {
+    operator: String,
+    value: f64,
+    proportion: f64,
+}
+
+#[derive(Debug, Serialize, Deserialize)]
+struct AggregatedGolden {
+    operator_count: usize,
+    // Ordered as `aggregated_output` iterates, which is BTreeMap order.
+    operators: Vec<GoldenOperator>,
+}
+
+#[test]
+fn test_aggregated_shapley_output_matches_golden() -> Result<()> {
+    let result = compute_from_fixture()?;
+
+    let operators = result
+        .aggregated_output
+        .iter()
+        .map(|(operator, aggregated)| GoldenOperator {
+            operator: operator.clone(),
+            value: aggregated.value,
+            proportion: aggregated.proportion,
+        })
+        .collect::<Vec<_>>();
+    let actual = AggregatedGolden {
+        operator_count: operators.len(),
+        operators,
+    };
+
+    let path = golden_path("shapley-mainnet-beta-epoch-129.json");
+
+    if regenerating() {
+        fs::write(
+            &path,
+            format!("{}\n", serde_json::to_string_pretty(&actual)?),
+        )?;
+        eprintln!("wrote golden {}", path.display());
+        return Ok(());
+    }
+
+    let golden_json = fs::read_to_string(&path).with_context(|| {
+        format!(
+            "reading {}. Generate it with UPDATE_GOLDEN=1",
+            path.display()
+        )
+    })?;
+    let expected = serde_json::from_str::<AggregatedGolden>(&golden_json)?;
+
+    // Structure is asserted exactly. Only the numbers get a tolerance.
+    assert_eq!(
+        actual.operator_count, expected.operator_count,
+        "operator count changed"
+    );
+    let actual_operators = actual
+        .operators
+        .iter()
+        .map(|entry| entry.operator.as_str())
+        .collect::<Vec<_>>();
+    let expected_operators = expected
+        .operators
+        .iter()
+        .map(|entry| entry.operator.as_str())
+        .collect::<Vec<_>>();
+    assert_eq!(
+        actual_operators, expected_operators,
+        "operator set or ordering changed"
+    );
+
+    for (actual_entry, expected_entry) in actual.operators.iter().zip(expected.operators.iter()) {
+        assert_close(
+            &format!("{} value", actual_entry.operator),
+            actual_entry.value,
+            expected_entry.value,
+        );
+        assert_close(
+            &format!("{} proportion", actual_entry.operator),
+            actual_entry.proportion,
+            expected_entry.proportion,
+        );
+    }
+    Ok(())
+}
+
+#[derive(Debug, Serialize, Deserialize)]
+struct PerCityGolden {
+    city_count: usize,
+    // city -> [(operator, value)], in BTreeMap and Vec order as produced.
+    cities: BTreeMap<String, Vec<(String, f64)>>,
+}
+
+#[test]
+fn test_per_city_shapley_output_matches_golden() -> Result<()> {
+    let result = compute_from_fixture()?;
+
+    let actual = PerCityGolden {
+        city_count: result.per_city_outputs.len(),
+        cities: result.per_city_outputs.clone(),
+    };
+
+    let path = golden_path("shapley-per-city-mainnet-beta-epoch-129.json");
+
+    if regenerating() {
+        fs::write(
+            &path,
+            format!("{}\n", serde_json::to_string_pretty(&actual)?),
+        )?;
+        eprintln!("wrote golden {}", path.display());
+        return Ok(());
+    }
+
+    let golden_json = fs::read_to_string(&path).with_context(|| {
+        format!(
+            "reading {}. Generate it with UPDATE_GOLDEN=1",
+            path.display()
+        )
+    })?;
+    let expected = serde_json::from_str::<PerCityGolden>(&golden_json)?;
+
+    assert_eq!(actual.city_count, expected.city_count, "city count changed");
+
+    let actual_cities = actual.cities.keys().collect::<Vec<_>>();
+    let expected_cities = expected.cities.keys().collect::<Vec<_>>();
+    assert_eq!(
+        actual_cities, expected_cities,
+        "city set or ordering changed"
+    );
+
+    for (city, actual_values) in actual.cities.iter() {
+        let expected_values = expected
+            .cities
+            .get(city)
+            .with_context(|| format!("city {city} missing from golden"))?;
+        let actual_operators = actual_values
+            .iter()
+            .map(|(operator, _)| operator)
+            .collect::<Vec<_>>();
+        let expected_operators = expected_values
+            .iter()
+            .map(|(operator, _)| operator)
+            .collect::<Vec<_>>();
+        assert_eq!(
+            actual_operators, expected_operators,
+            "{city}: operator set or ordering changed"
+        );
+        for ((operator, actual_value), (_, expected_value)) in
+            actual_values.iter().zip(expected_values.iter())
+        {
+            assert_close(
+                &format!("{city}/{operator}"),
+                *actual_value,
+                *expected_value,
+            );
+        }
+    }
+    Ok(())
+}