malformedlisted in Coinbase#6 by calls of 8 on this host
0.02 USDC
per call, as the listing declares it on eip155:
- Validation state
- malformed
- Uptime, 7 / 30 / 90 days
- 0% / 0% / 0%
- Calls, trailing 30 days
- 1
- Unique payers, trailing 30 days
- 1
- Last called
- 2026-09-14 03:17 UTC
- First observed by TOLLderived
- 2026-09-14
- Pricederived
- 0.02 USDC
- Networks
- 1
How big is this endpoint among the ones like it?
No trace is drawn of this endpoint’s own volume. Its counters have changed 1 time across 5 observations, and 3 changes are the fewest this site will draw a trace through, because two points and a guess are not a series. Every observation is in the JSON.
The sweep of 2026-09-15 got a payment challenge that did not pass the required checks bazaar.schema and parse.
For inference providers arbitrage the failing check asks whether a Bazaar JSON schema is present.
inference providers arbitrage is a GET endpoint at tensorfeed.ai, listed in the Coinbase registry and filed by TOLL under inference.
Per call, inference providers arbitrage declares 0.02 USDC on Base.
inference providers arbitrage takes the query parameters family and min_savings_pct.
A response from inference providers arbitrage, as declared, includes ok, filter, models, billing, capturedAt, top_arbitrage and 2 others.
inference providers arbitrage drew a single call from a single payer in the trailing 30 days.
The last call to inference providers arbitrage came 2 days before the snapshot, 2026-09-14.
inference providers arbitrage is one of 8 listed endpoints on tensorfeed.ai, tied 6th by calls with 2 others among them.
inference providers arbitrage takes 3% of the calls counted across tensorfeed.ai.
It is cheaper than 36% of comparable listings in inference.
inference providers arbitrage sits nearest in price to entreprise agrements (api.sirenic.eu) and phone validate (api.strale.io) among listings in inference.
The wallet paid by inference providers arbitrage is the payee of 8 endpoints on one host.
The listing for inference providers arbitrage fails only advisory checks about output metadata; the verdict is unaffected.
TOLL's first observation of inference providers arbitrage was 2026-09-14.
Exactly this price appears on 102 other listings in inference.
the payment options, as of 2026-09-15 16:57 UTC · method · pinnable
| registry | network | asset | amount | scheme | pay to |
|---|---|---|---|---|---|
| Coinbase | eip155: | USDC | 0.02 USDC | exact | 0x549c82…1fc6d1 |
the checks, as of 2026-09-15 07:07 UTC · method · pinnableendpoint answered HTTP 402
bazaar.info.output· advisory, does not affect the verdict · output metadata is present (advisory)bazaar.schema· a Bazaar JSON schema is presentparse· the discovery extension parsed
Every sweep that observed this endpoint, newest first.
| observed, UTC | state | failed checks | sweep |
|---|---|---|---|
| 2026-09-15 07:07 UTC | malformed | 3 | daily-2026-09-15 |
| 2026-09-14 12:45 UTC | malformed | 3 | new-2026-09-14T12-45-19-314Z |
Presence in a registry, not liveness of the service (method). Newest first.
- listed in Coinbase
From the registry record, not validated by TOLL.the declared schema, as of 2026-05-25 23:11 UTC · method · live
The input and output block
{
"input": {
"type": "http",
"method": "GET",
"queryFields": {
"family": {
"type": "string",
"example": "Meta"
},
"min_savings_pct": {
"type": "integer",
"example": 20
}
},
"queryParams": {
"family": "Meta",
"min_savings_pct": 20
}
},
"output": {
"type": "json",
"schema": {
"type": "object",
"properties": {
"ok": {
"type": "boolean"
},
"filter": {
"type": "object",
"properties": {
"family": {
"type": "string",
"example": "Meta"
},
"min_savings_pct": {
"type": "integer",
"example": 20
}
}
},
"models": {
"type": "array",
"items": {
"type": "object",
"properties": {
"family": {
"type": "string",
"example": "Meta"
},
"modelId": {
"type": "string",
"example": "llama-4-scout"
},
"paramsB": {
"type": "integer",
"example": 109
},
"modelName": {
"type": "string",
"example": "Llama 4 Scout"
},
"spread_usd": {
"type": "number",
"example": 0.07
},
"fastest_tps": {
"type": "object",
"properties": {
"provider": {
"type": "string",
"example": "Groq"
},
"outputTPS": {
"type": "integer",
"example": 950
}
}
},
"savings_pct": {
"type": "number",
"example": 16.47
},
"cheapest_paid": {
"type": "object",
"properties": {
"provider": {
"type": "string",
"example": "DeepInfra"
},
"blendedPrice": {
"type": "number",
"example": 0.355
}
}
},
"free_tier_offers": {
"type": "array"
},
"offer_count_paid": {
"type": "integer",
"example": 6
},
"cheapest_with_tps": {
"type": "object",
"properties": {
"provider": {
"type": "string",
"example": "DeepInfra"
},
"outputTPS": {
"type": "integer",
"example": 170
},
"blendedPrice": {
"type": "number",
"example": 0.355
}
}
},
"median_paid_blended": {
"type": "number",
"example": 0.385
},
"most_expensive_paid": {
"type": "object",
"properties": {
"provider": {
"type": "string",
"example": "Replicate"
},
"blendedPrice": {
"type": "number",
"example": 0.425
}
}
}
}
}
},
"billing": {
"type": "object",
"properties": {
"credits_charged": {
"type": "integer",
"example": 1
},
"credits_remaining": {
"type": "integer",
"example": 49
}
}
},
"capturedAt": {
"type": "string",
"example": "2026-05-24T12:00:00Z"
},
"top_arbitrage": {
"type": "array"
},
"provider_rollup": {
"type": "array",
"items": {
"type": "object",
"properties": {
"provider": {
"type": "string",
"example": "DeepInfra"
},
"value_score": {
"type": "integer",
"example": 100
},
"top_tps_count": {
"type": "integer",
"example": 0
},
"cheapest_count": {
"type": "integer",
"example": 3
},
"free_tier_count": {
"type": "integer",
"example": 0
},
"appearances_paid": {
"type": "integer",
"example": 5
}
}
}
},
"models_in_matrix": {
"type": "integer",
"example": 3
},
"tracked_providers": {
"type": "array",
"items": {
"type": "string",
"example": "Together AI"
}
},
"matrix_last_updated": {
"type": "string",
"example": "2026-05-24"
}
}
},
"example": {
"ok": true,
"filter": {
"family": "Meta",
"min_savings_pct": 20
},
"models": [
{
"family": "Meta",
"modelId": "llama-4-scout",
"paramsB": 109,
"modelName": "Llama 4 Scout",
"spread_usd": 0.07,
"fastest_tps": {
"provider": "Groq",
"outputTPS": 950
},
"savings_pct": 16.47,
"cheapest_paid": {
"provider": "DeepInfra",
"blendedPrice": 0.355
},
"free_tier_offers": [],
"offer_count_paid": 6,
"cheapest_with_tps": {
"provider": "DeepInfra",
"outputTPS": 170,
"blendedPrice": 0.355
},
"median_paid_blended": 0.385,
"most_expensive_paid": {
"provider": "Replicate",
"blendedPrice": 0.425
}
}
],
"billing": {
"credits_charged": 1,
"credits_remaining": 49
},
"capturedAt": "2026-05-24T12:00:00Z",
"top_arbitrage": [],
"provider_rollup": [
{
"provider": "DeepInfra",
"value_score": 100,
"top_tps_count": 0,
"cheapest_count": 3,
"free_tier_count": 0,
"appearances_paid": 5
},
{
"provider": "Groq",
"value_score": 33,
"top_tps_count": 2,
"cheapest_count": 0,
"free_tier_count": 0,
"appearances_paid": 3
}
],
"models_in_matrix": 3,
"tracked_providers": [
"Together AI",
"Fireworks",
"DeepInfra",
"Groq",
"OpenRouter",
"Replicate",
"Anyscale",
"DeepSeek",
"GitHub Models"
],
"matrix_last_updated": "2026-05-24"
}
}
}Cite this page
The pinned URL below renders this page from the snapshot of 2026-09-15 16:57 UTC and does not change; the live page does, every six hours. Data reuse is under CC BY 4.0 (terms).
Plain text
TOLL, "inference providers arbitrage on tensorfeed.ai", snapshot of 2026-09-15 16:57 UTC. https://tollindex.com/e/tensorfeed-ai-api-premium-inference-providers-arbitrage-fbac75/at/2026-09-15T16-57Z. Accessed [access date].
BibTeX
@misc{toll-e-tensorfeed-ai-api-premium-inference-providers-arbitrage-fbac75-2026-09-15T16-57Z,
author = {TOLL},
title = {inference providers arbitrage on tensorfeed.ai},
howpublished = {\url{https://tollindex.com/e/tensorfeed-ai-api-premium-inference-providers-arbitrage-fbac75/at/2026-09-15T16-57Z}},
year = {2026},
month = {9},
note = {Pinned view of the snapshot of 2026-09-15 16:57 UTC. Accessed [access date].}
}None yet. Anything submitted through the form below is published here with its outcome.