{
  "kind": "papers-sim",
  "label": "SIMULATED",
  "step": "q4",
  "generatedAt": "2026-10-13T11:22:45.192Z",
  "command": "node packages/bench/src/sim/papers.ts --steps q4 --out packages/bench/results/2026-10-13-papers --agents 1000 --seeds 6,7,8,9,10 --tag n1000-b",
  "workload": {
    "kind": "history",
    "repo": "https://github.com/honojs/hono",
    "head": "552ea0242500",
    "commitsUsed": 2285,
    "packages": 100,
    "regionDepth": 3,
    "maxReads": 8,
    "work": {
      "medianMs": 60000,
      "sigma": 0.8
    },
    "meanFilesPerChange": 3.01
  },
  "settings": {
    "durationMs": 1200000,
    "warmupMs": 300000,
    "backlog": 1000,
    "rampMs": "min(60 s, 5 ms x agents)",
    "seeds": [
      6,
      7,
      8,
      9,
      10
    ],
    "agents": [
      1000
    ],
    "timings": {
      "takeMs": 250,
      "proposeMs": 30,
      "laneOverheadMs": 100,
      "commitBaseMs": 620,
      "commitPerProposalMs": 72,
      "landMs": 692,
      "rebaseMs": 350,
      "testMs": 0
    }
  },
  "cochange": {
    "k": 8,
    "minWeight": 0.1,
    "table": "h200 (hono's last 200 first-parent commits)",
    "source": "results/2026-10-12-cochange/neighbors.json"
  },
  "inhibition": {
    "inhibitAt": 0.5
  },
  "hubs": [
    "src/context.ts",
    "src/hono.ts",
    "src/types.ts"
  ],
  "assumptionHold": {
    "signature": 0.687,
    "mixed": 0.576
  },
  "variants": [
    {
      "name": "ft+cc+inh",
      "model": "firetrident",
      "cochange": 2,
      "inhibit": true,
      "imports": 0
    },
    {
      "name": "ft+cc+inh",
      "model": "firetrident",
      "cochange": 2,
      "inhibit": true,
      "imports": 1
    },
    {
      "name": "ft+cc+inh",
      "model": "firetrident",
      "cochange": 2,
      "inhibit": true,
      "imports": 2
    },
    {
      "name": "group+cc+inh",
      "model": "firetrident-group",
      "cochange": 2,
      "inhibit": true,
      "imports": 0
    },
    {
      "name": "group+cc+inh",
      "model": "firetrident-group",
      "cochange": 2,
      "inhibit": true,
      "imports": 1
    },
    {
      "name": "group+cc+inh",
      "model": "firetrident-group",
      "cochange": 2,
      "inhibit": true,
      "imports": 2
    }
  ],
  "results": [
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 6,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.3,
      "commitsPerMin": 85,
      "submittedPerMin": 107.2,
      "reworkPct": 31.77,
      "wastedPct": 32.43,
      "conflictsPer1000": 283.6,
      "writeWritePer1000": 141.8,
      "ttlP50S": 201.3,
      "ttlP99S": 875.6,
      "e2eP50S": 275.7,
      "e2eP99S": 994.3,
      "meanBatch": 1.02,
      "messagesPerLanded": 1449.5,
      "messagesPerAgentAction": 6.1,
      "agentRequestsPerLanded": 237.8,
      "messages": {
        "take": 271239,
        "propose": 1608,
        "heartbeat": 8355,
        "enqueue": 1608,
        "fieldReading": 1550260,
        "landingApply": 2308,
        "release": 1751,
        "poll": 26747,
        "laneRpc": 7687,
        "poolLease": 1658,
        "claimDeposit": 3039,
        "returnApply": 847
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 268311,
        "every open intent's files are claimed by another agent": 1270
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 480,
      "sigmaMax": 2,
      "inhibitedTickPct": 0.1,
      "events": 355827,
      "wallMs": 7329,
      "rework": 1,
      "importWeight": 0,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 456,
        "read": 456,
        "write": 0,
        "order": 0,
        "trunk": 228,
        "trunkRead": 228,
        "readPaths": 538,
        "readPathsHub": 383,
        "readHub": 345
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 7,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.3,
      "commitsPerMin": 85.1,
      "submittedPerMin": 103.3,
      "reworkPct": 28.14,
      "wastedPct": 30.14,
      "conflictsPer1000": 259.4,
      "writeWritePer1000": 135.5,
      "ttlP50S": 238.3,
      "ttlP99S": 857,
      "e2eP50S": 319.5,
      "e2eP99S": 984.4,
      "meanBatch": 1.01,
      "messagesPerLanded": 1467.5,
      "messagesPerAgentAction": 6.76,
      "agentRequestsPerLanded": 217.1,
      "messages": {
        "take": 239416,
        "propose": 1550,
        "heartbeat": 9577,
        "enqueue": 1550,
        "laneRpc": 7511,
        "returnApply": 736,
        "release": 1697,
        "poll": 30558,
        "fieldReading": 1601227,
        "poolLease": 1567,
        "claimDeposit": 2787,
        "landingApply": 2186
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 235977,
        "every open intent's files are claimed by another agent": 1872
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 612,
      "sigmaMax": 2,
      "inhibitedTickPct": 0,
      "events": 311477,
      "wallMs": 6470,
      "rework": 1,
      "importWeight": 0,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 402,
        "read": 402,
        "write": 0,
        "order": 0,
        "trunk": 210,
        "trunkRead": 210,
        "readPaths": 467,
        "readPathsHub": 334,
        "readHub": 303
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 8,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.4,
      "commitsPerMin": 85.1,
      "submittedPerMin": 106.4,
      "reworkPct": 32.03,
      "wastedPct": 33.11,
      "conflictsPer1000": 258.1,
      "writeWritePer1000": 135.3,
      "ttlP50S": 187.8,
      "ttlP99S": 788.3,
      "e2eP50S": 267.1,
      "e2eP99S": 916.1,
      "meanBatch": 1.02,
      "messagesPerLanded": 1605.3,
      "messagesPerAgentAction": 6.7,
      "agentRequestsPerLanded": 239.5,
      "messages": {
        "take": 274827,
        "propose": 1596,
        "heartbeat": 8306,
        "enqueue": 1596,
        "laneRpc": 7680,
        "fieldReading": 1751428,
        "landingApply": 2298,
        "release": 1708,
        "poll": 25663,
        "poolLease": 1568,
        "claimDeposit": 2988,
        "returnApply": 797
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 273259
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 456,
      "sigmaMax": 2,
      "inhibitedTickPct": 0.1,
      "events": 360904,
      "wallMs": 9585,
      "rework": 1,
      "importWeight": 0,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 412,
        "read": 412,
        "write": 0,
        "order": 0,
        "trunk": 216,
        "trunkRead": 216,
        "readPaths": 479,
        "readPathsHub": 321,
        "readHub": 299
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 9,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.3,
      "commitsPerMin": 85.1,
      "submittedPerMin": 108.1,
      "reworkPct": 28.85,
      "wastedPct": 29.91,
      "conflictsPer1000": 270.8,
      "writeWritePer1000": 137,
      "ttlP50S": 212,
      "ttlP99S": 811.6,
      "e2eP50S": 289.7,
      "e2eP99S": 918.5,
      "meanBatch": 1.01,
      "messagesPerLanded": 1481.1,
      "messagesPerAgentAction": 6.77,
      "agentRequestsPerLanded": 218.9,
      "messages": {
        "take": 243338,
        "fieldReading": 1614557,
        "landingApply": 2237,
        "release": 1733,
        "poll": 29152,
        "heartbeat": 9148,
        "laneRpc": 7712,
        "returnApply": 797,
        "poolLease": 1637,
        "claimDeposit": 2955,
        "propose": 1621,
        "enqueue": 1621
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 235388,
        "every open intent's files are claimed by another agent": 6313
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 547,
      "sigmaMax": 2,
      "inhibitedTickPct": 0.1,
      "events": 329656,
      "wallMs": 8146,
      "rework": 1,
      "importWeight": 0,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 439,
        "read": 439,
        "write": 0,
        "order": 0,
        "trunk": 222,
        "trunkRead": 222,
        "readPaths": 507,
        "readPathsHub": 356,
        "readHub": 320
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 10,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.5,
      "commitsPerMin": 85.3,
      "submittedPerMin": 103.8,
      "reworkPct": 31.09,
      "wastedPct": 31.85,
      "conflictsPer1000": 250.5,
      "writeWritePer1000": 115.6,
      "ttlP50S": 190.6,
      "ttlP99S": 759.8,
      "e2eP50S": 269.8,
      "e2eP99S": 864.6,
      "meanBatch": 1.01,
      "messagesPerLanded": 1568.4,
      "messagesPerAgentAction": 6.52,
      "agentRequestsPerLanded": 240.6,
      "messages": {
        "take": 276656,
        "returnApply": 695,
        "release": 1687,
        "poll": 25798,
        "heartbeat": 8056,
        "laneRpc": 7466,
        "poolLease": 1544,
        "claimDeposit": 2792,
        "fieldReading": 1704117,
        "propose": 1557,
        "enqueue": 1557,
        "landingApply": 2245
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 275112
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 458,
      "sigmaMax": 2,
      "inhibitedTickPct": 0,
      "events": 362291,
      "wallMs": 8689,
      "rework": 1,
      "importWeight": 0,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 390,
        "read": 390,
        "write": 0,
        "order": 0,
        "trunk": 180,
        "trunkRead": 180,
        "readPaths": 489,
        "readPathsHub": 346,
        "readHub": 303
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 6,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.8,
      "commitsPerMin": 85.9,
      "submittedPerMin": 96.3,
      "reworkPct": 15.87,
      "wastedPct": 16.42,
      "conflictsPer1000": 141.9,
      "writeWritePer1000": 65.1,
      "ttlP50S": 144.9,
      "ttlP99S": 551.7,
      "e2eP50S": 223.4,
      "e2eP99S": 669.1,
      "meanBatch": 1.01,
      "messagesPerLanded": 1495.5,
      "messagesPerAgentAction": 5.59,
      "agentRequestsPerLanded": 267.7,
      "messages": {
        "take": 319847,
        "fieldReading": 1581639,
        "landingApply": 2322,
        "release": 1507,
        "poll": 20743,
        "heartbeat": 6567,
        "laneRpc": 7055,
        "poolLease": 1473,
        "claimDeposit": 2720,
        "propose": 1445,
        "enqueue": 1445,
        "returnApply": 389
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 318374
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 431,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 424314,
      "wallMs": 42454,
      "rework": 1,
      "importWeight": 1,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 205,
        "read": 205,
        "write": 0,
        "order": 0,
        "trunk": 94,
        "trunkRead": 94,
        "readPaths": 222,
        "readPathsHub": 174,
        "readHub": 161
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 7,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 87.1,
      "commitsPerMin": 85.8,
      "submittedPerMin": 92.3,
      "reworkPct": 17.18,
      "wastedPct": 17.44,
      "conflictsPer1000": 158.8,
      "writeWritePer1000": 84.5,
      "ttlP50S": 167.5,
      "ttlP99S": 584.8,
      "e2eP50S": 247.3,
      "e2eP99S": 716.5,
      "meanBatch": 1.01,
      "messagesPerLanded": 1467,
      "messagesPerAgentAction": 5.58,
      "agentRequestsPerLanded": 262.8,
      "messages": {
        "take": 312405,
        "landingApply": 2241,
        "release": 1526,
        "poll": 22570,
        "heartbeat": 6879,
        "laneRpc": 6850,
        "fieldReading": 1556307,
        "poolLease": 1438,
        "claimDeposit": 2573,
        "propose": 1385,
        "enqueue": 1385,
        "returnApply": 383
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 310967
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 371,
      "sigmaMax": 2,
      "inhibitedTickPct": 0.1,
      "events": 409151,
      "wallMs": 48770,
      "rework": 1,
      "importWeight": 1,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 220,
        "read": 220,
        "write": 0,
        "order": 0,
        "trunk": 117,
        "trunkRead": 117,
        "readPaths": 231,
        "readPathsHub": 163,
        "readHub": 159
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 8,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.7,
      "commitsPerMin": 86.1,
      "submittedPerMin": 97.3,
      "reworkPct": 16.46,
      "wastedPct": 16.93,
      "conflictsPer1000": 141.2,
      "writeWritePer1000": 58.3,
      "ttlP50S": 140.6,
      "ttlP99S": 553.8,
      "e2eP50S": 220.4,
      "e2eP99S": 717.9,
      "meanBatch": 1.01,
      "messagesPerLanded": 1573.1,
      "messagesPerAgentAction": 5.88,
      "agentRequestsPerLanded": 267.5,
      "messages": {
        "take": 320181,
        "landingApply": 2334,
        "release": 1507,
        "poll": 19998,
        "heartbeat": 6428,
        "laneRpc": 7087,
        "fieldReading": 1681690,
        "poolLease": 1466,
        "claimDeposit": 2665,
        "propose": 1459,
        "enqueue": 1459,
        "returnApply": 351
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 318715
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 402,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 427666,
      "wallMs": 57512,
      "rework": 1,
      "importWeight": 1,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 206,
        "read": 206,
        "write": 0,
        "order": 0,
        "trunk": 85,
        "trunkRead": 85,
        "readPaths": 217,
        "readPathsHub": 162,
        "readHub": 154
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 9,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 87,
      "commitsPerMin": 86,
      "submittedPerMin": 92.1,
      "reworkPct": 15.19,
      "wastedPct": 16.07,
      "conflictsPer1000": 133.2,
      "writeWritePer1000": 62.3,
      "ttlP50S": 172.6,
      "ttlP99S": 586.1,
      "e2eP50S": 241.3,
      "e2eP99S": 708.2,
      "meanBatch": 1.01,
      "messagesPerLanded": 1533.7,
      "messagesPerAgentAction": 5.85,
      "agentRequestsPerLanded": 262.1,
      "messages": {
        "take": 311428,
        "fieldReading": 1643273,
        "landingApply": 2261,
        "release": 1489,
        "poll": 22354,
        "heartbeat": 6878,
        "laneRpc": 6769,
        "poolLease": 1396,
        "claimDeposit": 2505,
        "propose": 1381,
        "enqueue": 1381,
        "returnApply": 331
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 310032
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 346,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 415798,
      "wallMs": 50014,
      "rework": 1,
      "importWeight": 1,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 184,
        "read": 184,
        "write": 0,
        "order": 0,
        "trunk": 86,
        "trunkRead": 86,
        "readPaths": 199,
        "readPathsHub": 143,
        "readHub": 134
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 10,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.6,
      "commitsPerMin": 86,
      "submittedPerMin": 93.5,
      "reworkPct": 17.34,
      "wastedPct": 18.13,
      "conflictsPer1000": 144,
      "writeWritePer1000": 62,
      "ttlP50S": 146.5,
      "ttlP99S": 575.8,
      "e2eP50S": 215.1,
      "e2eP99S": 704.4,
      "meanBatch": 1.01,
      "messagesPerLanded": 1452.5,
      "messagesPerAgentAction": 5.28,
      "agentRequestsPerLanded": 275.3,
      "messages": {
        "take": 330996,
        "poolLease": 1429,
        "claimDeposit": 2703,
        "fieldReading": 1512619,
        "landingApply": 2380,
        "release": 1501,
        "poll": 19316,
        "heartbeat": 5863,
        "laneRpc": 6865,
        "propose": 1403,
        "enqueue": 1403,
        "returnApply": 337
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 329567
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 320,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 439854,
      "wallMs": 44526,
      "rework": 1,
      "importWeight": 1,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 202,
        "read": 202,
        "write": 0,
        "order": 0,
        "trunk": 87,
        "trunkRead": 87,
        "readPaths": 220,
        "readPathsHub": 149,
        "readHub": 140
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 6,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.9,
      "commitsPerMin": 86.4,
      "submittedPerMin": 87.9,
      "reworkPct": 8.34,
      "wastedPct": 8.56,
      "conflictsPer1000": 72.1,
      "writeWritePer1000": 27.3,
      "ttlP50S": 113.2,
      "ttlP99S": 280.6,
      "e2eP50S": 184.1,
      "e2eP99S": 496.8,
      "meanBatch": 1.01,
      "messagesPerLanded": 1462.4,
      "messagesPerAgentAction": 5.03,
      "agentRequestsPerLanded": 290.7,
      "messages": {
        "take": 356557,
        "fieldReading": 1512350,
        "landingApply": 2280,
        "release": 1399,
        "poll": 16274,
        "heartbeat": 4959,
        "laneRpc": 6549,
        "propose": 1318,
        "enqueue": 1318,
        "poolLease": 1325,
        "claimDeposit": 2420,
        "returnApply": 163
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 355232
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 267,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 476595,
      "wallMs": 43443,
      "rework": 1,
      "importWeight": 2,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 95,
        "read": 95,
        "write": 0,
        "order": 0,
        "trunk": 36,
        "trunkRead": 36,
        "readPaths": 97,
        "readPathsHub": 75,
        "readHub": 74
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 7,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.9,
      "commitsPerMin": 86.3,
      "submittedPerMin": 85.9,
      "reworkPct": 7.96,
      "wastedPct": 8.46,
      "conflictsPer1000": 69,
      "writeWritePer1000": 32.6,
      "ttlP50S": 125.2,
      "ttlP99S": 313.6,
      "e2eP50S": 196.8,
      "e2eP99S": 512.4,
      "meanBatch": 1.01,
      "messagesPerLanded": 1441.3,
      "messagesPerAgentAction": 4.96,
      "agentRequestsPerLanded": 290.8,
      "messages": {
        "take": 355428,
        "fieldReading": 1484708,
        "landingApply": 2361,
        "release": 1393,
        "poll": 17353,
        "heartbeat": 5189,
        "laneRpc": 6456,
        "poolLease": 1336,
        "claimDeposit": 2443,
        "propose": 1289,
        "enqueue": 1289,
        "returnApply": 145
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 354092
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 283,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 467216,
      "wallMs": 45126,
      "rework": 1,
      "importWeight": 2,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 89,
        "read": 89,
        "write": 0,
        "order": 0,
        "trunk": 42,
        "trunkRead": 42,
        "readPaths": 90,
        "readPathsHub": 75,
        "readHub": 74
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 8,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.9,
      "commitsPerMin": 86.5,
      "submittedPerMin": 91.9,
      "reworkPct": 4.07,
      "wastedPct": 4.59,
      "conflictsPer1000": 40.6,
      "writeWritePer1000": 19.6,
      "ttlP50S": 107.2,
      "ttlP99S": 268.9,
      "e2eP50S": 176.5,
      "e2eP99S": 510.8,
      "meanBatch": 1.01,
      "messagesPerLanded": 1466.2,
      "messagesPerAgentAction": 5.07,
      "agentRequestsPerLanded": 289.4,
      "messages": {
        "take": 355757,
        "propose": 1379,
        "heartbeat": 4753,
        "landingApply": 2428,
        "release": 1360,
        "poll": 15449,
        "laneRpc": 6764,
        "enqueue": 1379,
        "fieldReading": 1518542,
        "poolLease": 1378,
        "claimDeposit": 2585,
        "returnApply": 99
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 354379
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 333,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 479981,
      "wallMs": 44660,
      "rework": 1,
      "importWeight": 2,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 56,
        "read": 56,
        "write": 0,
        "order": 0,
        "trunk": 27,
        "trunkRead": 27,
        "readPaths": 57,
        "readPathsHub": 38,
        "readHub": 38
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 9,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 87.1,
      "commitsPerMin": 86.5,
      "submittedPerMin": 86.3,
      "reworkPct": 5.88,
      "wastedPct": 6.16,
      "conflictsPer1000": 56.4,
      "writeWritePer1000": 21.6,
      "ttlP50S": 135.6,
      "ttlP99S": 285.8,
      "e2eP50S": 203.6,
      "e2eP99S": 537,
      "meanBatch": 1.01,
      "messagesPerLanded": 1447.9,
      "messagesPerAgentAction": 5.08,
      "agentRequestsPerLanded": 284.9,
      "messages": {
        "take": 347610,
        "fieldReading": 1504725,
        "landingApply": 2357,
        "release": 1380,
        "poll": 18080,
        "heartbeat": 5368,
        "laneRpc": 6438,
        "propose": 1295,
        "enqueue": 1295,
        "poolLease": 1285,
        "claimDeposit": 2404,
        "returnApply": 127
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 346325
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 288,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 466689,
      "wallMs": 47459,
      "rework": 1,
      "importWeight": 2,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 73,
        "read": 73,
        "write": 0,
        "order": 0,
        "trunk": 28,
        "trunkRead": 28,
        "readPaths": 74,
        "readPathsHub": 64,
        "readHub": 64
      }
    },
    {
      "step": "q4",
      "variant": "ft+cc+inh",
      "model": "firetrident",
      "agents": 1000,
      "seed": 10,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 86.7,
      "commitsPerMin": 86.4,
      "submittedPerMin": 90.4,
      "reworkPct": 6.35,
      "wastedPct": 6.68,
      "conflictsPer1000": 60.5,
      "writeWritePer1000": 27.3,
      "ttlP50S": 114.3,
      "ttlP99S": 286.9,
      "e2eP50S": 179.9,
      "e2eP99S": 496.9,
      "meanBatch": 1,
      "messagesPerLanded": 1473.4,
      "messagesPerAgentAction": 5.06,
      "agentRequestsPerLanded": 291.5,
      "messages": {
        "take": 357365,
        "propose": 1356,
        "heartbeat": 4713,
        "enqueue": 1356,
        "fieldReading": 1521915,
        "landingApply": 2358,
        "release": 1383,
        "poll": 15772,
        "laneRpc": 6679,
        "poolLease": 1367,
        "claimDeposit": 2517,
        "returnApply": 137
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 355998
      },
      "trunkUtilization": 1,
      "backlogAtEnd": 274,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 480865,
      "wallMs": 64348,
      "rework": 1,
      "importWeight": 2,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 82,
        "read": 82,
        "write": 0,
        "order": 0,
        "trunk": 37,
        "trunkRead": 37,
        "readPaths": 83,
        "readPathsHub": 54,
        "readHub": 53
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 6,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 165.9,
      "commitsPerMin": 72.7,
      "submittedPerMin": 210.3,
      "reworkPct": 31.73,
      "wastedPct": 32.02,
      "conflictsPer1000": 211.5,
      "writeWritePer1000": 1.3,
      "ttlP50S": 1.4,
      "ttlP99S": 494.9,
      "e2eP50S": 67.5,
      "e2eP99S": 686.8,
      "meanBatch": 2.28,
      "messagesPerLanded": 802.6,
      "messagesPerAgentAction": 5.6,
      "agentRequestsPerLanded": 143.3,
      "messages": {
        "take": 344184,
        "propose": 3154,
        "heartbeat": 4995,
        "laneRpc": 14441,
        "enqueue": 3154,
        "fieldReading": 1604633,
        "landingApply": 4717,
        "release": 3155,
        "poll": 4150,
        "poolLease": 3094,
        "claimDeposit": 5954,
        "returnApply": 1277
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 341090
      },
      "trunkUtilization": 0.95,
      "backlogAtEnd": 3,
      "sigmaMax": 2,
      "inhibitedTickPct": 0,
      "events": 458878,
      "wallMs": 18769,
      "rework": 1,
      "importWeight": 0,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 667,
        "read": 666,
        "write": 0,
        "order": 1,
        "trunk": 4,
        "trunkRead": 3,
        "readPaths": 892,
        "readPathsHub": 645,
        "readHub": 522
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 7,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 172.9,
      "commitsPerMin": 72.7,
      "submittedPerMin": 216.7,
      "reworkPct": 31.01,
      "wastedPct": 30.65,
      "conflictsPer1000": 202.5,
      "writeWritePer1000": 2.2,
      "ttlP50S": 1.4,
      "ttlP99S": 473.7,
      "e2eP50S": 69.9,
      "e2eP99S": 687.1,
      "meanBatch": 2.38,
      "messagesPerLanded": 782.2,
      "messagesPerAgentAction": 5.81,
      "agentRequestsPerLanded": 134.5,
      "messages": {
        "take": 335966,
        "enqueue": 3250,
        "laneRpc": 14938,
        "propose": 3248,
        "heartbeat": 5319,
        "fieldReading": 1642456,
        "landingApply": 4953,
        "release": 3251,
        "poll": 4283,
        "poolLease": 3169,
        "claimDeposit": 6146,
        "returnApply": 1284
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 332797
      },
      "trunkUtilization": 0.96,
      "backlogAtEnd": 3,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 439197,
      "wallMs": 21463,
      "rework": 1,
      "importWeight": 0,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 658,
        "read": 657,
        "write": 0,
        "order": 1,
        "trunk": 7,
        "trunkRead": 6,
        "readPaths": 871,
        "readPathsHub": 614,
        "readHub": 507
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 8,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 178.5,
      "commitsPerMin": 71.7,
      "submittedPerMin": 221.7,
      "reworkPct": 30.71,
      "wastedPct": 30.28,
      "conflictsPer1000": 194.8,
      "writeWritePer1000": 2.7,
      "ttlP50S": 1.4,
      "ttlP99S": 517.1,
      "e2eP50S": 68.7,
      "e2eP99S": 729.1,
      "meanBatch": 2.49,
      "messagesPerLanded": 775.4,
      "messagesPerAgentAction": 6,
      "agentRequestsPerLanded": 129.3,
      "messages": {
        "take": 333038,
        "enqueue": 3326,
        "laneRpc": 15354,
        "fieldReading": 1692387,
        "propose": 3325,
        "heartbeat": 5360,
        "landingApply": 5143,
        "release": 3326,
        "poll": 4515,
        "returnApply": 1211,
        "poolLease": 3231,
        "claimDeposit": 6196
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 329807
      },
      "trunkUtilization": 0.96,
      "backlogAtEnd": 4,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 446272,
      "wallMs": 24909,
      "rework": 1,
      "importWeight": 0,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 648,
        "read": 646,
        "write": 0,
        "order": 2,
        "trunk": 9,
        "trunkRead": 7,
        "readPaths": 853,
        "readPathsHub": 576,
        "readHub": 478
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 9,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 182.8,
      "commitsPerMin": 71.3,
      "submittedPerMin": 225.1,
      "reworkPct": 28.84,
      "wastedPct": 28.78,
      "conflictsPer1000": 190.1,
      "writeWritePer1000": 3.6,
      "ttlP50S": 1.5,
      "ttlP99S": 443.7,
      "e2eP50S": 66.8,
      "e2eP99S": 606,
      "meanBatch": 2.56,
      "messagesPerLanded": 669.7,
      "messagesPerAgentAction": 5.22,
      "agentRequestsPerLanded": 128.3,
      "messages": {
        "take": 338676,
        "enqueue": 3377,
        "laneRpc": 15634,
        "propose": 3376,
        "heartbeat": 5069,
        "fieldReading": 1446589,
        "returnApply": 1169,
        "release": 3384,
        "poll": 4596,
        "poolLease": 3218,
        "claimDeposit": 6074,
        "landingApply": 5155
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 334328,
        "every open intent's files are claimed by another agent": 1130
      },
      "trunkUtilization": 0.96,
      "backlogAtEnd": 4,
      "sigmaMax": 2,
      "inhibitedTickPct": 0.1,
      "events": 447744,
      "wallMs": 19770,
      "rework": 1,
      "importWeight": 0,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 642,
        "read": 641,
        "write": 0,
        "order": 1,
        "trunk": 12,
        "trunkRead": 11,
        "readPaths": 824,
        "readPathsHub": 590,
        "readHub": 499
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 10,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 169.7,
      "commitsPerMin": 72,
      "submittedPerMin": 210.6,
      "reworkPct": 31.71,
      "wastedPct": 31.83,
      "conflictsPer1000": 194,
      "writeWritePer1000": 1.9,
      "ttlP50S": 1.4,
      "ttlP99S": 504.6,
      "e2eP50S": 67.2,
      "e2eP99S": 704.5,
      "meanBatch": 2.36,
      "messagesPerLanded": 767.4,
      "messagesPerAgentAction": 5.48,
      "agentRequestsPerLanded": 139.9,
      "messages": {
        "take": 343779,
        "propose": 3159,
        "heartbeat": 4995,
        "enqueue": 3159,
        "laneRpc": 14567,
        "fieldReading": 1561318,
        "landingApply": 4730,
        "release": 3158,
        "poll": 4173,
        "poolLease": 3072,
        "claimDeposit": 5741,
        "returnApply": 1124
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 340707
      },
      "trunkUtilization": 0.95,
      "backlogAtEnd": 6,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 458039,
      "wallMs": 14668,
      "rework": 1,
      "importWeight": 0,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 613,
        "read": 612,
        "write": 0,
        "order": 1,
        "trunk": 6,
        "trunkRead": 5,
        "readPaths": 827,
        "readPathsHub": 591,
        "readHub": 479
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 6,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 155.5,
      "commitsPerMin": 72.4,
      "submittedPerMin": 173.7,
      "reworkPct": 17.35,
      "wastedPct": 18.13,
      "conflictsPer1000": 104.4,
      "writeWritePer1000": 1.5,
      "ttlP50S": 1.3,
      "ttlP99S": 290.7,
      "e2eP50S": 64.8,
      "e2eP99S": 522.8,
      "meanBatch": 2.15,
      "messagesPerLanded": 768.9,
      "messagesPerAgentAction": 4.61,
      "agentRequestsPerLanded": 166.9,
      "messages": {
        "take": 379414,
        "laneRpc": 12485,
        "fieldReading": 1374488,
        "landingApply": 4471,
        "release": 2605,
        "poll": 3411,
        "heartbeat": 3873,
        "propose": 2605,
        "enqueue": 2605,
        "poolLease": 2564,
        "claimDeposit": 4837,
        "returnApply": 455
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 376850
      },
      "trunkUtilization": 0.93,
      "backlogAtEnd": 6,
      "sigmaMax": 2,
      "inhibitedTickPct": 0,
      "events": 507766,
      "wallMs": 62854,
      "rework": 1,
      "importWeight": 1,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 272,
        "read": 271,
        "write": 0,
        "order": 1,
        "trunk": 4,
        "trunkRead": 3,
        "readPaths": 307,
        "readPathsHub": 235,
        "readHub": 216
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 7,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 157.2,
      "commitsPerMin": 73.7,
      "submittedPerMin": 174,
      "reworkPct": 15.8,
      "wastedPct": 15.83,
      "conflictsPer1000": 98.5,
      "writeWritePer1000": 1.9,
      "ttlP50S": 1.3,
      "ttlP99S": 300.3,
      "e2eP50S": 63.4,
      "e2eP99S": 563.1,
      "meanBatch": 2.13,
      "messagesPerLanded": 757.5,
      "messagesPerAgentAction": 4.57,
      "agentRequestsPerLanded": 165.6,
      "messages": {
        "take": 380786,
        "propose": 2610,
        "heartbeat": 3815,
        "laneRpc": 12555,
        "enqueue": 2610,
        "returnApply": 430,
        "release": 2615,
        "poll": 3339,
        "poolLease": 2553,
        "claimDeposit": 4826,
        "fieldReading": 1365636,
        "landingApply": 4448
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 378233
      },
      "trunkUtilization": 0.95,
      "backlogAtEnd": 2,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 503020,
      "wallMs": 86772,
      "rework": 1,
      "importWeight": 1,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 257,
        "read": 257,
        "write": 0,
        "order": 0,
        "trunk": 5,
        "trunkRead": 5,
        "readPaths": 290,
        "readPathsHub": 226,
        "readHub": 207
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 8,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 160.9,
      "commitsPerMin": 71.8,
      "submittedPerMin": 179.6,
      "reworkPct": 17.48,
      "wastedPct": 17.69,
      "conflictsPer1000": 102.8,
      "writeWritePer1000": 2.2,
      "ttlP50S": 1.4,
      "ttlP99S": 321.3,
      "e2eP50S": 63.8,
      "e2eP99S": 559.5,
      "meanBatch": 2.24,
      "messagesPerLanded": 783.8,
      "messagesPerAgentAction": 4.9,
      "agentRequestsPerLanded": 159.9,
      "messages": {
        "take": 375802,
        "laneRpc": 12930,
        "propose": 2694,
        "heartbeat": 3953,
        "enqueue": 2694,
        "fieldReading": 1474940,
        "landingApply": 4646,
        "release": 2691,
        "poll": 3547,
        "poolLease": 2660,
        "claimDeposit": 5139,
        "returnApply": 516
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 373142
      },
      "trunkUtilization": 0.94,
      "backlogAtEnd": 10,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 505038,
      "wallMs": 83919,
      "rework": 1,
      "importWeight": 1,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 277,
        "read": 276,
        "write": 0,
        "order": 1,
        "trunk": 6,
        "trunkRead": 5,
        "readPaths": 316,
        "readPathsHub": 251,
        "readHub": 226
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 9,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 166.3,
      "commitsPerMin": 72.3,
      "submittedPerMin": 184.1,
      "reworkPct": 15.33,
      "wastedPct": 15.32,
      "conflictsPer1000": 95.6,
      "writeWritePer1000": 1.8,
      "ttlP50S": 1.4,
      "ttlP99S": 333.7,
      "e2eP50S": 64,
      "e2eP99S": 547.9,
      "meanBatch": 2.3,
      "messagesPerLanded": 759.5,
      "messagesPerAgentAction": 4.88,
      "agentRequestsPerLanded": 155.7,
      "messages": {
        "take": 378107,
        "fieldReading": 1474746,
        "propose": 2761,
        "heartbeat": 3889,
        "enqueue": 2761,
        "laneRpc": 13284,
        "returnApply": 475,
        "release": 2759,
        "poll": 3647,
        "poolLease": 2720,
        "claimDeposit": 5156,
        "landingApply": 4731
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 375387
      },
      "trunkUtilization": 0.95,
      "backlogAtEnd": 4,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 503586,
      "wallMs": 105888,
      "rework": 1,
      "importWeight": 1,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 264,
        "read": 263,
        "write": 0,
        "order": 1,
        "trunk": 5,
        "trunkRead": 4,
        "readPaths": 287,
        "readPathsHub": 222,
        "readHub": 204
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 10,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 156.3,
      "commitsPerMin": 72.3,
      "submittedPerMin": 172.9,
      "reworkPct": 16.2,
      "wastedPct": 16.88,
      "conflictsPer1000": 96.4,
      "writeWritePer1000": 2.7,
      "ttlP50S": 1.3,
      "ttlP99S": 296.3,
      "e2eP50S": 64.3,
      "e2eP99S": 505.8,
      "meanBatch": 2.16,
      "messagesPerLanded": 758.5,
      "messagesPerAgentAction": 4.57,
      "agentRequestsPerLanded": 166,
      "messages": {
        "take": 379414,
        "fieldReading": 1359421,
        "laneRpc": 12485,
        "landingApply": 4447,
        "release": 2595,
        "poll": 3355,
        "heartbeat": 3853,
        "propose": 2593,
        "enqueue": 2593,
        "returnApply": 405,
        "poolLease": 2596,
        "claimDeposit": 4845
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 376818
      },
      "trunkUtilization": 0.93,
      "backlogAtEnd": 8,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 507161,
      "wallMs": 80420,
      "rework": 1,
      "importWeight": 1,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 250,
        "read": 250,
        "write": 0,
        "order": 0,
        "trunk": 7,
        "trunkRead": 7,
        "readPaths": 288,
        "readPathsHub": 214,
        "readHub": 198
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 6,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 145.9,
      "commitsPerMin": 71.3,
      "submittedPerMin": 147.9,
      "reworkPct": 2.49,
      "wastedPct": 2.55,
      "conflictsPer1000": 12.2,
      "writeWritePer1000": 0,
      "ttlP50S": 1.3,
      "ttlP99S": 12.6,
      "e2eP50S": 62.5,
      "e2eP99S": 395.2,
      "meanBatch": 2.04,
      "messagesPerLanded": 829.7,
      "messagesPerAgentAction": 4.4,
      "agentRequestsPerLanded": 188.7,
      "messages": {
        "take": 404736,
        "fieldReading": 1376603,
        "landingApply": 4121,
        "release": 2215,
        "poll": 2834,
        "heartbeat": 3087,
        "laneRpc": 11029,
        "propose": 2219,
        "enqueue": 2219,
        "poolLease": 2202,
        "claimDeposit": 4140,
        "returnApply": 44
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 402534
      },
      "trunkUtilization": 0.91,
      "backlogAtEnd": 9,
      "sigmaMax": 0,
      "inhibitedTickPct": 0,
      "events": 543033,
      "wallMs": 65474,
      "rework": 1,
      "importWeight": 2,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 27,
        "read": 27,
        "write": 0,
        "order": 0,
        "trunk": 0,
        "trunkRead": 0,
        "readPaths": 28,
        "readPathsHub": 24,
        "readHub": 23
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 7,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 150.8,
      "commitsPerMin": 71.3,
      "submittedPerMin": 152.3,
      "reworkPct": 1.87,
      "wastedPct": 1.94,
      "conflictsPer1000": 9.6,
      "writeWritePer1000": 0,
      "ttlP50S": 1.3,
      "ttlP99S": 11.2,
      "e2eP50S": 60.4,
      "e2eP99S": 380,
      "meanBatch": 2.12,
      "messagesPerLanded": 823.7,
      "messagesPerAgentAction": 4.46,
      "agentRequestsPerLanded": 184.6,
      "messages": {
        "take": 409263,
        "laneRpc": 11372,
        "fieldReading": 1418669,
        "landingApply": 4393,
        "release": 2284,
        "poll": 3021,
        "heartbeat": 2976,
        "propose": 2285,
        "enqueue": 2285,
        "poolLease": 2272,
        "claimDeposit": 4431,
        "returnApply": 36
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 406991
      },
      "trunkUtilization": 0.92,
      "backlogAtEnd": 6,
      "sigmaMax": 1,
      "inhibitedTickPct": 0,
      "events": 542582,
      "wallMs": 95616,
      "rework": 1,
      "importWeight": 2,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 22,
        "read": 22,
        "write": 0,
        "order": 0,
        "trunk": 0,
        "trunkRead": 0,
        "readPaths": 25,
        "readPathsHub": 19,
        "readHub": 17
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 8,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 160.6,
      "commitsPerMin": 72.5,
      "submittedPerMin": 162.2,
      "reworkPct": 1.76,
      "wastedPct": 1.76,
      "conflictsPer1000": 8.2,
      "writeWritePer1000": 0,
      "ttlP50S": 1.3,
      "ttlP99S": 12.5,
      "e2eP50S": 60.8,
      "e2eP99S": 395.3,
      "meanBatch": 2.22,
      "messagesPerLanded": 709.8,
      "messagesPerAgentAction": 4.19,
      "agentRequestsPerLanded": 169.6,
      "messages": {
        "take": 399662,
        "fieldReading": 1273052,
        "propose": 2433,
        "heartbeat": 3184,
        "enqueue": 2433,
        "laneRpc": 12113,
        "landingApply": 4487,
        "release": 2429,
        "poll": 3208,
        "poolLease": 2409,
        "claimDeposit": 4474,
        "returnApply": 33
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 397253
      },
      "trunkUtilization": 0.94,
      "backlogAtEnd": 6,
      "sigmaMax": 0,
      "inhibitedTickPct": 0,
      "events": 540461,
      "wallMs": 71224,
      "rework": 1,
      "importWeight": 2,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 20,
        "read": 20,
        "write": 0,
        "order": 0,
        "trunk": 0,
        "trunkRead": 0,
        "readPaths": 22,
        "readPathsHub": 19,
        "readHub": 19
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 9,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 160.3,
      "commitsPerMin": 72.7,
      "submittedPerMin": 161.3,
      "reworkPct": 1.26,
      "wastedPct": 1.26,
      "conflictsPer1000": 5,
      "writeWritePer1000": 0,
      "ttlP50S": 1.3,
      "ttlP99S": 8.6,
      "e2eP50S": 59.9,
      "e2eP99S": 362.6,
      "meanBatch": 2.21,
      "messagesPerLanded": 735.9,
      "messagesPerAgentAction": 4.32,
      "agentRequestsPerLanded": 170.3,
      "messages": {
        "take": 400684,
        "propose": 2419,
        "heartbeat": 3095,
        "fieldReading": 1331389,
        "enqueue": 2419,
        "laneRpc": 12067,
        "landingApply": 4569,
        "release": 2416,
        "poll": 3155,
        "poolLease": 2395,
        "claimDeposit": 4537,
        "returnApply": 20
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 398289
      },
      "trunkUtilization": 0.94,
      "backlogAtEnd": 7,
      "sigmaMax": 0.5,
      "inhibitedTickPct": 0,
      "events": 535342,
      "wallMs": 72321,
      "rework": 1,
      "importWeight": 2,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 12,
        "read": 12,
        "write": 0,
        "order": 0,
        "trunk": 0,
        "trunkRead": 0,
        "readPaths": 13,
        "readPathsHub": 10,
        "readHub": 9
      }
    },
    {
      "step": "q4",
      "variant": "group+cc+inh",
      "model": "firetrident-group",
      "agents": 1000,
      "seed": 10,
      "simulatedMin": 20,
      "measuredMin": 15,
      "landingsPerMin": 154.7,
      "commitsPerMin": 72.1,
      "submittedPerMin": 156.4,
      "reworkPct": 1.95,
      "wastedPct": 1.95,
      "conflictsPer1000": 10.2,
      "writeWritePer1000": 0.4,
      "ttlP50S": 1.3,
      "ttlP99S": 12.5,
      "e2eP50S": 63.1,
      "e2eP99S": 384.1,
      "meanBatch": 2.14,
      "messagesPerLanded": 814.9,
      "messagesPerAgentAction": 4.62,
      "agentRequestsPerLanded": 176.3,
      "messages": {
        "take": 400363,
        "enqueue": 2346,
        "laneRpc": 11678,
        "propose": 2345,
        "heartbeat": 3185,
        "fieldReading": 1453784,
        "landingApply": 4475,
        "release": 2344,
        "poll": 3081,
        "poolLease": 2366,
        "claimDeposit": 4589,
        "returnApply": 42
      },
      "waits": {
        "no intent accepted at this agent's thresholds": 397997
      },
      "trunkUtilization": 0.93,
      "backlogAtEnd": 7,
      "sigmaMax": 0,
      "inhibitedTickPct": 0,
      "events": 538294,
      "wallMs": 79626,
      "rework": 1,
      "importWeight": 2,
      "assumptionHold": null,
      "keptPer1000": null,
      "returns": {
        "total": 24,
        "read": 24,
        "write": 0,
        "order": 0,
        "trunk": 1,
        "trunkRead": 1,
        "readPaths": 28,
        "readPathsHub": 15,
        "readHub": 13
      }
    }
  ]
}
