← The evidence ledger
Evidence row 2202006
Observed , by sync.x402_bazaar/1.
- Kind
- listing
- About
- source_record x402_bazaar:https://data-calc.x402tookit.com/littles-law
- Recorded
- Previous row
- None: the first of its kind about this subject
- Body SHA-256
- 9c8b0cde477a821b547fc4313b56402af0aaa750bdaaadde7f3a4ea6c3b00428
- Leaf
- 0x8aa0591e2e18bcdb9ad9adf63b31f6fd09907437e3ff9b1ae3cd923f60b6b809
What was observed
{
"endpoints": [
[
"x402",
"https://data-calc.x402tookit.com/littles-law"
]
],
"name": "Systems Capacity Calculators",
"owner_address": "0xb531320805c5bed1d46aeadcf4f008fdf172dbda",
"raw": {
"accepts": [
{
"amount": "20000",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"extra": {
"name": "USD Coin",
"version": "2"
},
"maxTimeoutSeconds": 300,
"network": "eip155:8453",
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"scheme": "exact"
},
{
"amount": "20000",
"asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
"extra": {
"feePayer": "D6ZhtNQ5nT9ZnTHUbqXZsTx5MH2rPFiBBggX4hY1WePM",
"transactionVersions": [
0
]
},
"maxTimeoutSeconds": 300,
"network": "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp",
"payTo": "DUPiupXtuox38dcGoXUKer5mAydCzmaHjrbQ66qeEm8s",
"scheme": "exact"
},
{
"amount": "20000",
"asset": "0x3c499c542cEF5E3811e1192ce70d8cC03d5c3359",
"extra": {
"name": "USD Coin",
"version": "2"
},
"maxTimeoutSeconds": 300,
"network": "eip155:137",
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"scheme": "exact"
},
{
"amount": "20000",
"asset": "0xaf88d065e77c8cC2239327C5EDb3A432268e5831",
"extra": {
"name": "USD Coin",
"version": "2"
},
"maxTimeoutSeconds": 300,
"network": "eip155:42161",
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"scheme": "exact"
}
],
"description": "Little's law L = rate x time in system: solve for concurrency, throughput or latency given any two; sizes pools.",
"extensions": {
"bazaar": {
"info": {
"input": {
"method": "GET",
"queryParams": {
"arrivalRate": 50,
"timeInSystem": 200,
"timeUnit": "ms"
},
"type": "http"
},
"output": {
"example": {
"arrivalRatePerSecond": 50,
"asOf": "2026-10-11T20:19:39.714Z",
"degraded": false,
"disclaimer": "Screening signal computed from the named public source. Not financial, legal or investment advice; provided as is. Verify at the source before acting.",
"itemsInSystem": 10,
"notChecked": [
"that the system is stable and in steady state over the averaging window (Little's law needs long-run averages)",
"variance, percentiles and bursts: the law is about averages only",
"…1 more"
],
"poolSizeAt50PercentUtilization": 20,
"poolSizeAt70PercentUtilization": 15,
"reasons": [
"L = lambda x W holds for any stable system, whatever the arrival or service distribution.",
"To size a connection or thread pool, use L as the average busy count and add headroom (at 70% target utilisation: L / 0.7).",
"…1 more"
],
"solvedFor": "itemsInSystem",
"source": "computed locally (Little 1961)",
"summary": "L = 10 items, lambda = 50 per second, W = 200 ms -> about 10 concurrent items (a pool of 10 would be 100% busy).",
"timeInSystemInUnit": 200,
"timeInSystemSeconds": 0.2,
"timeUnit": "ms",
"verdict": "SOLVED"
},
"type": "json"
}
},
"schema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"method": {
"enum": [
"GET"
],
"type": "string"
},
"queryParams": {
"properties": {
"arrivalRate": {
"description": "Throughput lambda: items entering (and leaving) per second",
"type": "number"
},
"itemsInSystem": {
"description": "Average number L of items in the system (concurrency, connections, queue plus service)",
"type": "number"
},
"timeInSystem": {
"description": "Average time W an item spends in the system (use timeUnit)",
"type": "number"
},
"timeUnit": {
"description": "Unit of timeInSystem: ms, s (default), min or h",
"type": "string"
}
},
"required": [],
"type": "object"
},
"type": {
"const": "http",
"type": "string"
}
},
"required": [
"type",
"method"
],
"type": "object"
},
"output": {
"properties": {
"example": {
"properties": {
"arrivalRatePerSecond": {
"type": [
"null",
"number"
]
},
"asOf": {
"type": [
"null",
"string"
]
},
"degraded": {
"type": [
"boolean",
"null"
]
},
"disclaimer": {
"type": [
"null",
"string"
]
},
"itemsInSystem": {
"type": [
"null",
"number"
]
},
"notChecked": {
"items": {
"type": "string"
},
"type": [
"array",
"null"
]
},
"poolSizeAt50PercentUtilization": {
"type": [
"null",
"number"
]
},
"poolSizeAt70PercentUtilization": {
"type": [
"null",
"number"
]
},
"reasons": {
"items": {
"type": "string"
},
"type": [
"array",
"null"
]
},
"solvedFor": {
"type": [
"null",
"string"
]
},
"source": {
"type": [
"null",
"string"
]
},
"summary": {
"type": [
"null",
"string"
]
},
"timeInSystemInUnit": {
"type": [
"null",
"number"
]
},
"timeInSystemSeconds": {
"type": [
"null",
"number"
]
},
"timeUnit": {
"type": [
"null",
"string"
]
},
"verdict": {
"type": [
"null",
"string"
]
}
},
"type": "object"
},
"type": {
"type": "string"
}
},
"required": [
"type"
],
"type": "object"
}
},
"required": [
"input"
],
"type": "object"
}
}
},
"lastUpdated": "2026-11-01T22:47:15.415Z",
"quality": {
"l30DaysTotalCalls": 2,
"l30DaysUniquePayers": 2,
"lastCalledAt": "2026-11-01T22:47:15.219Z"
},
"resource": "https://data-calc.x402tookit.com/littles-law",
"serviceName": "Systems Capacity Calculators",
"tags": [
"littles-law",
"queueing",
"concurrency",
"capacity-planning"
],
"type": "http",
"x402Version": 2
},
"source": "x402_bazaar",
"summary": "Little's law L = rate x time in system: solve for concurrency, throughput or latency given any two; sizes pools."
}What the leaf hashes
{"body":"9c8b0cde477a821b547fc4313b56402af0aaa750bdaaadde7f3a4ea6c3b00428","id":2202006,"kind":"listing","method":"sync.x402_bazaar/1","observed_us":1793646811316886,"prev":null,"subject":"x402_bazaar:https://data-calc.x402tookit.com/littles-law","subject_kind":"source_record"}Proof
Fold these into the leaf in order, hashing each sorted pair with keccak256, to reach the root of (444186 rows).
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- 0x502d7e9f3685224c0a67c1cb6cccbac2983b1ae0985782143b1988fdf9f7a39b
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- 0x7964e95ea450f549e49797e21717ca0130d8324faaf4a5800e1d4bc7721cfbde
- 0xd640cd9953979972ffc1de359fa45fef75d64e3dbebe13aa84f22ed34e27dc75
- 0xc07a1df9f45e1ef15a832ee16e7edaad032e2dfa89be66a81a906cdb7b446e64
- 0x3dd2db7520ffc6aebb1682cb24ac4f9e1b433294793376ee532f8c835d29c538
- 0x3544cf1eacb609f2de462b5e78c4036585198012c75fa2202253120fbd43829c
- 0x607aa8b4377e14a7d90240ca369a66275edd02e6e959e21677a893d931f7876c
- 0xb0eb5565f6e18dc8a7da5704954d030fcd4cb0da7baef1631f130540a521de5a
- 0x1b89b6fcdaee177466befaa588d04885f90c23db202576960672c832345ecfa1
- 0x5e19b65c9dca303d18d3307f340e866c83a5cd5294e32913f90d6115847dd766
- 0x5d871bfcf034460b25418e4174693de4c0943330f7c1beda840614a4c45cc42c
- 0xf38c9617f655dc8f7c8fa11461cb30752d581a6bbb15051130839452c80c4270
- 0x510fa2c647d18bb802da12cf41e17d136163e6624e69ed77e15235c4284b69c7
- 0x5e23ec5954c11a4530aab8c635a72b12bcfeb6fcb03c6cb1a990cc1743424543
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- 0x365b161a4b68d750dcc4b3ecce1154a2163c87b08762079428e68f0ebb6a754e
- Day root
- 0x78fecaabbe319e56f5c4b80fc02e2052e198ad24781da8832a475ff65f2002d1
- Chained
- 0xdc35957db5d1371ca382b9152878ffece28ec7c5cb4f98fd71ddb367f8b999b2
- Published
- On Arc Testnet, block 70432815: 0x56b814612eb2e3e544153df3e91e1f7199106d1e430c7d8c6b653feeb9ebe9af