Systems Capacity Calculators
Add up serial stage latencies against a target (share per stage, slack, bottleneck) and compute tail amplification from fan-out.
The wallet the 402 directs payment to. Its whole payment record — every payer, every chain — is on the merchant page.
Asset 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913
The payTo wallet does not resolve to a registered ERC-8004 agent. That is not a verdict on the service — most of the catalog is unregistered.
Live 402 challenge
Captured by the enrichment pass, not read just now. Prices can change — always read the 402 the endpoint answers with.
{
"error": "Payment required",
"accepts": [
{
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"extra": {
"name": "USD Coin",
"version": "2"
},
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"scheme": "exact",
"network": "base",
"mimeType": "application/json",
"resource": "https://data-calc.x402tookit.com/latency-budget",
"description": "Add up serial stage latencies against a target (share per stage, slack, bottleneck) and compute tail amplification from fan-out.",
"outputSchema": {
"input": {
"type": "http",
"method": "GET",
"queryParams": {
"fanOut": 100,
"stages": "dns:20,tls:40,app:120,db:60",
"targetMs": 300
}
},
"output": {
"asOf": "2026-10-11T20:19:39.450Z",
"fanOut": {
"note": "to have 99% of requests entirely within the per-call latency, each call must meet its target 99.9900% of the time",
"calls": 100,
"perCallPercentile": 99,
"requestsHitByTailPercent": 63.3968,
"perCallPercentileNeededForSameOverall": 99.98995016917583,
"probabilityAtLeastOneCallSlowerThanItsPercentile": 0.6339676587267709
},
"source": "computed locally",
"stages": [
{
"ms": 20,
"stage": "dns",
"sharePercent": 8.33
},
{
"ms": 40,
"stage": "tls",
"sharePercent": 16.67
}
],
"reasons": [
"Serial stages add; the share column shows where to optimise first.",
"Tail amplification: with N parallel calls the chance that at least one is slower than its p99 is 1 - 0.99^N (63% for N = 100), so the request is as slow as its slowest call."
],
"slackMs": 60,
"summary": "Serial total 240 ms; biggest stage app (50%). Within the 300 ms target with 60 ms to spare. Fan-out 100 calls at p99: 63.4% of requests see at least one slow call.",
"verdict": "WITHIN_TARGET",
"degraded": false,
"targetMs": 300,
"bottleneck": "app",
"disclaimer": "Screening signal computed from the named public source. Not financial, legal or investment advice; provided as is. Verify at the source before acting.",
"notChecked": [
"the distribution of each stage: adding percentiles of stages (p99 + p99) overstates the p99 of the sum, but adding means is exact",
"queueing delay under load (see /queue-model) and retries",
"…1 more"
],
"serialTotalMs": 240,
"targetUsedPercent": 80
}
},
"maxAmountRequired": "20000",
"maxTimeoutSeconds": 300
},
{
"asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
"extra": {
"feePayer": "BFK9TLC3edb13K6v4YyH3DwPb5DSUpkWvb7XnqCL9b4F"
},
"payTo": "DUPiupXtuox38dcGoXUKer5mAydCzmaHjrbQ66qeEm8s",
"scheme": "exact",
"network": "solana",
"mimeType": "application/json",
"resource": "https://data-calc.x402tookit.com/latency-budget",
"description": "Add up serial stage latencies against a target (share per stage, slack, bottleneck) and compute tail amplification from fan-out.",
"outputSchema": {
"input": {
"type": "http",
"method": "GET",
"queryParams": {
"fanOut": 100,
"stages": "dns:20,tls:40,app:120,db:60",
"targetMs": 300
}
},
"output": {
"asOf": "2026-10-11T20:19:39.450Z",
"fanOut": {
"note": "to have 99% of requests entirely within the per-call latency, each call must meet its target 99.9900% of the time",
"calls": 100,
"perCallPercentile": 99,
"requestsHitByTailPercent": 63.3968,
"perCallPercentileNeededForSameOverall": 99.98995016917583,
"probabilityAtLeastOneCallSlowerThanItsPercentile": 0.6339676587267709
},
"source": "computed locally",
"stages": [
{
"ms": 20,
"stage": "dns",
"sharePercent": 8.33
},
{
"ms": 40,
"stage": "tls",
"sharePercent": 16.67
}
],
"reasons": [
"Serial stages add; the share column shows where to optimise first.",
"Tail amplification: with N parallel calls the chance that at least one is slower than its p99 is 1 - 0.99^N (63% for N = 100), so the request is as slow as its slowest call."
],
"slackMs": 60,
"summary": "Serial total 240 ms; biggest stage app (50%). Within the 300 ms target with 60 ms to spare. Fan-out 100 calls at p99: 63.4% of requests see at least one slow call.",
"verdict": "WITHIN_TARGET",
"degraded": false,
"targetMs": 300,
"bottleneck": "app",
"disclaimer": "Screening signal computed from the named public source. Not financial, legal or investment advice; provided as is. Verify at the source before acting.",
"notChecked": [
"the distribution of each stage: adding percentiles of stages (p99 + p99) overstates the p99 of the sum, but adding means is exact",
"queueing delay under load (see /queue-model) and retries",
"…1 more"
],
"serialTotalMs": 240,
"targetUsedPercent": 80
}
},
"maxAmountRequired": "20000",
"maxTimeoutSeconds": 300
},
{
"asset": "0x3c499c542cEF5E3811e1192ce70d8cC03d5c3359",
"extra": {
"name": "USD Coin",
"version": "2"
},
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"scheme": "exact",
"network": "polygon",
"mimeType": "application/json",
"resource": "https://data-calc.x402tookit.com/latency-budget",
"description": "Add up serial stage latencies against a target (share per stage, slack, bottleneck) and compute tail amplification from fan-out.",
"outputSchema": {
"input": {
"type": "http",
"method": "GET",
"queryParams": {
"fanOut": 100,
"stages": "dns:20,tls:40,app:120,db:60",
"targetMs": 300
}
},
"output": {
"asOf": "2026-10-11T20:19:39.450Z",
"fanOut": {
"note": "to have 99% of requests entirely within the per-call latency, each call must meet its target 99.9900% of the time",
"calls": 100,
"perCallPercentile": 99,
"requestsHitByTailPercent": 63.3968,
"perCallPercentileNeededForSameOverall": 99.98995016917583,
"probabilityAtLeastOneCallSlowerThanItsPercentile": 0.6339676587267709
},
"source": "computed locally",
"stages": [
{
"ms": 20,
"stage": "dns",
"sharePercent": 8.33
},
{
"ms": 40,
"stage": "tls",
"sharePercent": 16.67
}
],
"reasons": [
"Serial stages add; the share column shows where to optimise first.",
"Tail amplification: with N parallel calls the chance that at least one is slower than its p99 is 1 - 0.99^N (63% for N = 100), so the request is as slow as its slowest call."
],
"slackMs": 60,
"summary": "Serial total 240 ms; biggest stage app (50%). Within the 300 ms target with 60 ms to spare. Fan-out 100 calls at p99: 63.4% of requests see at least one slow call.",
"verdict": "WITHIN_TARGET",
"degraded": false,
"targetMs": 300,
"bottleneck": "app",
"disclaimer": "Screening signal computed from the named public source. Not financial, legal or investment advice; provided as is. Verify at the source before acting.",
"notChecked": [
"the distribution of each stage: adding percentiles of stages (p99 + p99) overstates the p99 of the sum, but adding means is exact",
"queueing delay under load (see /queue-model) and retries",
"…1 more"
],
"serialTotalMs": 240,
"targetUsedPercent": 80
}
},
"maxAmountRequired": "20000",
"maxTimeoutSeconds": 300
}
],
"x402Version": 1,
"alsoAvailable": {
"llms": "https://data-calc.x402tookit.com/llms.txt",
"catalog": "https://data-calc.x402tookit.com/catalog",
"message": "Systems Capacity Calculators has 10 pay-per-call endpoints (Big-O growth, RAID capacity, storage growth, latency and throughput budgets, Little's law, queueing, Erlang and SLA downtime.), from $0.02 a call. See the full menu and send your agents our way.",
"openapi": "https://data-calc.x402tookit.com/openapi.json",
"related": [
{
"url": "https://data-calc.x402tookit.com/littles-law",
"path": "/littles-law",
"what": "Little's law L = rate x time in system: solve for concurrency, throughput or latency give…",
"price": "$0.02"
},
{
"url": "https://data-calc.x402tookit.com/queue-model",
"path": "/queue-model",
"what": "M/M/1 and M/M/c queue: utilisation, probability of waiting (Erlang C), queue length, wait…",
"price": "$0.02"
},
{
"url": "https://data-calc.x402tookit.com/raid-capacity",
"path": "/raid-capacity",
"what": "RAID 0/1/5/6/10 and ZFS RAID-Z usable capacity, efficiency, fault tolerance, write penalt…",
"price": "$0.02"
}
]
}
}Accepts
The payment requirements as published to the catalog. Read the live 402 before paying — a price here is a claim, not a quote.
Pay 0.02 USDC on Base to 0xb531…2DBDa. The signed payment is good for 5 minutes.
- Paid to
- 0xb531…2DBDa
- USD Coin contract
- 0x8335…02913
- Payment window
- 5 minutes
- As published
- 20000 smallest units
That figure is in the token’s smallest units. Roundhouse does not hold this contract’s decimals, so it is shown as published rather than converted.
- Paid to
- DUPiup…eEm8s
- Token contract
- EPjFWd…TDt1v
- Payment window
- 5 minutes
That figure is in the token’s smallest units. Roundhouse does not hold this contract’s decimals, so it is shown as published rather than converted.
- Paid to
- 0xb531…2DBDa
- Token contract
- 0x3c49…c3359
- Payment window
- 5 minutes
That figure is in the token’s smallest units. Roundhouse does not hold this contract’s decimals, so it is shown as published rather than converted.
- Paid to
- 0xb531…2DBDa
- Token contract
- 0xaf88…e5831
- Payment window
- 5 minutes
The catalog’s raw entry
[
{
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"extra": {
"name": "USD Coin",
"version": "2"
},
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"amount": "20000",
"scheme": "exact",
"network": "eip155:8453",
"maxTimeoutSeconds": 300
},
{
"asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
"extra": {
"feePayer": "D6ZhtNQ5nT9ZnTHUbqXZsTx5MH2rPFiBBggX4hY1WePM"
},
"payTo": "DUPiupXtuox38dcGoXUKer5mAydCzmaHjrbQ66qeEm8s",
"amount": "20000",
"scheme": "exact",
"network": "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp",
"maxTimeoutSeconds": 300
},
{
"asset": "0x3c499c542cEF5E3811e1192ce70d8cC03d5c3359",
"extra": {
"name": "USD Coin",
"version": "2"
},
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"amount": "20000",
"scheme": "exact",
"network": "eip155:137",
"maxTimeoutSeconds": 300
},
{
"asset": "0xaf88d065e77c8cC2239327C5EDb3A432268e5831",
"extra": {
"name": "USD Coin",
"version": "2"
},
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"amount": "20000",
"scheme": "exact",
"network": "eip155:42161",
"maxTimeoutSeconds": 300
}
]Extensions
{
"bazaar": {
"info": {
"input": {
"type": "http",
"method": "GET",
"queryParams": {
"fanOut": 100,
"stages": "dns:20,tls:40,app:120,db:60",
"targetMs": 300
}
},
"output": {
"type": "json",
"example": {
"asOf": "2026-10-11T20:19:39.450Z",
"fanOut": {
"note": "to have 99% of requests entirely within the per-call latency, each call must meet its target 99.9900% of the time",
"calls": 100,
"perCallPercentile": 99,
"requestsHitByTailPercent": 63.3968,
"perCallPercentileNeededForSameOverall": 99.98995016917583,
"probabilityAtLeastOneCallSlowerThanItsPercentile": 0.6339676587267709
},
"source": "computed locally",
"stages": [
{
"ms": 20,
"stage": "dns",
"sharePercent": 8.33
},
{
"ms": 40,
"stage": "tls",
"sharePercent": 16.67
}
],
"reasons": [
"Serial stages add; the share column shows where to optimise first.",
"Tail amplification: with N parallel calls the chance that at least one is slower than its p99 is 1 - 0.99^N (63% for N = 100), so the request is as slow as its slowest call."
],
"slackMs": 60,
"summary": "Serial total 240 ms; biggest stage app (50%). Within the 300 ms target with 60 ms to spare. Fan-out 100 calls at p99: 63.4% of requests see at least one slow call.",
"verdict": "WITHIN_TARGET",
"degraded": false,
"targetMs": 300,
"bottleneck": "app",
"disclaimer": "Screening signal computed from the named public source. Not financial, legal or investment advice; provided as is. Verify at the source before acting.",
"notChecked": [
"the distribution of each stage: adding percentiles of stages (p99 + p99) overstates the p99 of the sum, but adding means is exact",
"queueing delay under load (see /queue-model) and retries",
"…1 more"
],
"serialTotalMs": 240,
"targetUsedPercent": 80
}
}
},
"schema": {
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"input"
],
"properties": {
"input": {
"type": "object",
"required": [
"type",
"method"
],
"properties": {
"type": {
"type": "string",
"const": "http"
},
"method": {
"enum": [
"GET"
],
"type": "string"
},
"queryParams": {
"type": "object",
"required": [
"stages"
],
"properties": {
"fanOut": {
"type": "integer",
"description": "Parallel calls a request waits for (each at its own percentile), 1 to 100000"
},
"stages": {
"type": "string",
"description": "name:milliseconds pairs, comma separated: dns:20,tls:40,app:120,db:60"
},
"targetMs": {
"type": "number",
"description": "Total latency target in milliseconds, to compute slack"
},
"percentile": {
"type": "number",
"description": "Per-call percentile, 50 to 99.9999 (default 99): the chance a single call is within its stated latency"
}
}
}
},
"additionalProperties": false
},
"output": {
"type": "object",
"required": [
"type"
],
"properties": {
"type": {
"type": "string"
},
"example": {
"type": "object",
"properties": {
"asOf": {
"type": [
"null",
"string"
]
},
"fanOut": {
"type": [
"null",
"object"
],
"properties": {
"note": {
"type": [
"null",
"string"
]
},
"calls": {
"type": [
"null",
"number"
]
},
"perCallPercentile": {
"type": [
"null",
"number"
]
},
"requestsHitByTailPercent": {
"type": [
"null",
"number"
]
},
"perCallPercentileNeededForSameOverall": {
"type": [
"null",
"number"
]
},
"probabilityAtLeastOneCallSlowerThanItsPercentile": {
"type": [
"null",
"number"
]
}
}
},
"source": {
"type": [
"null",
"string"
]
},
"stages": {
"type": [
"array",
"null"
],
"items": {
"type": "object",
"properties": {
"ms": {
"type": [
"null",
"number"
]
},
"stage": {
"type": [
"null",
"string"
]
},
"sharePercent": {
"type": [
"null",
"number"
]
}
}
}
},
"reasons": {
"type": [
"array",
"null"
],
"items": {
"type": "string"
}
},
"slackMs": {
"type": [
"null",
"number"
]
},
"summary": {
"type": [
"null",
"string"
]
},
"verdict": {
"type": [
"null",
"string"
]
},
"degraded": {
"type": [
"boolean",
"null"
]
},
"targetMs": {
"type": [
"null",
"number"
]
},
"bottleneck": {
"type": [
"null",
"string"
]
},
"disclaimer": {
"type": [
"null",
"string"
]
},
"notChecked": {
"type": [
"array",
"null"
],
"items": {
"type": "string"
}
},
"serialTotalMs": {
"type": [
"null",
"number"
]
},
"targetUsedPercent": {
"type": [
"null",
"number"
]
}
}
}
}
}
}
}
}
}Provenance
- Seen in the source catalog
- 2026-10-20 20:46Z
- Last indexed by Roundhouse
- 2026-10-22 06:50Z
- Last enriched (probe, favicon, geo)
- 2026-10-21 00:15Z
- x402 version
- 2
- Max timeout
- 300s
- Liveness probe
- HTTP 402
Hand this page to an agent
Copy the prompt and paste it into Claude, an MCP client or your own agent — it will vet this service and call it over the free read API. No key, no account.
GET api.roundhouseai.io/v0/endpoints
This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 4 snapshots so far. Verified volume counts only settlements with an on-chain EIP-3009 marker.
Show the promptHide the prompt
Using Roundhouse, look up the x402 service Systems Capacity Calculators and tell me whether it is worth paying: what a call costs, whether the endpoint answered when last probed, and what its payment record actually shows. curl -s 'https://api.roundhouseai.io/v0/endpoints?q=Systems%20Capacity%20Calculators' curl -s 'https://api.roundhouseai.io/v0/merchants/<the payTo wallet returned above>' Then call it: read the price from the live 402 at https://data-calc.x402tookit.com/latency-budget, never from a cached figure, and pay with an x402 client. The /v0 API needs an API key (`authorization: Bearer rh_live_…`) on everything except /v0/unified* and /v0/endpoints. Either pay over x402 (mint a personal key for $0.01 at GET https://api.roundhouseai.io/v0/test/x402), or ask me for an organization key, which I create at https://roundhouseai.io/dashboard/connections. If you have neither, ask before going further. If you do not have Roundhouse tools or skills installed, read https://roundhouseai.io/skill.md first — it is the whole procedure.