TOLL

What software pays for, recorded every six hours.

Snapshot
2026-10-13 14:08 UTC
Sweep
daily-2026-10-30 · finished 2026-10-30 13:00 UTC
Listed
32,435

inference providers arbitrage derived

tensorfeed.aiInferencederived

GET https://tensorfeed.ai/api/premium/inference-providers/arbitrage

malformedlisted in Coinbase#5 by calls of 9 on this host

0.02 USDC

per call, as the listing declares it on eip155:8453

Compare with anotherEvery figure as JSONCite this page

the price, as of 2026-10-13 14:08 UTC · method · pinnable

Validation state
malformed
as of 2026-10-30 12:52 UTC · method · pinnable · sweep daily-2026-10-30
Uptime, 7 / 30 / 90 days
0% / 0% / 0%
as of 2026-10-30 12:52 UTC · method · pinnable · 0 of 4 in 7d, 0 of 23 in 30d, 0 of 33 in 90d
Calls, trailing 30 days
2
as of 2026-10-13 14:08 UTC · method · pinnable
Unique payers, trailing 30 days
2
as of 2026-10-13 14:08 UTC · method · pinnable
Last called
2026-09-19 15:58 UTC
as of 2026-10-13 14:08 UTC · method · pinnable
First observed by TOLLderived
2026-09-14
as of 2026-09-14 12:43 UTC · method · pinnable · observation began 10 September 2026; listings that predate it show that date
Pricederived
0.02 USDC
as of 2026-10-13 14:08 UTC · method · pinnable · on eip155:8453
Networks
1
as of 2026-10-13 14:08 UTC · method · pinnable

Counters

99 observations, 2 of them a change, fewer than the 3 a trace needs

How big is this endpoint among the ones like it?

1 call100,000this endpoint
Calls counted in the trailing thirty days across the 8,525 endpoints in Inference that carry counters, binned on a logarithmic scale because the range runs over five orders of magnitude. The marked bin is this endpoint, at 2: 1,355 in the category are counted higher and 7,169 lower.

No trace is drawn of this endpoint’s own volume. Its counters have changed 2 times across 99 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.

In words

On 2026-10-30, inference providers arbitrage returned 402 but failed 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 answers GET requests at tensorfeed.ai; it is listed in the Coinbase registry and TOLL files it under inference.

inference providers arbitrage is priced at 0.02 USDC on Base.

The request to inference providers arbitrage is 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 2 calls from 2 unique payers in the trailing 30 days, every call from a different payer.

inference providers arbitrage was last called 24 days before the snapshot.

Among the 9 endpoints on tensorfeed.ai, inference providers arbitrage is tied 5th by calls with 1 other.

8% of the host's counted calls go to it.

inference providers arbitrage is near the top of prices in inference; 91% of comparable listings are cheaper.

Closest in price to inference providers arbitrage within inference: chat encrypted at x402-api.aubr.ai and branches summary at api.onesource.io.

The wallet paid by inference providers arbitrage is the payee of 11 endpoints on one host.

The listing for inference providers arbitrage fails only advisory checks about output metadata; the verdict is unaffected.

The price of inference providers arbitrage is declared by 217 other listings in inference too.

Payment options as declared

the payment options, as of 2026-10-13 14:08 UTC · method · pinnable

Every payment option declared on this listing
registrynetworkassetamountschemepay to
Coinbaseeip155:8453USDC0.02 USDCexact0x549c82…1fc6d1

Preflight checks at the last sweep

the checks, as of 2026-10-30 12:52 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 present
  • parse · the discovery extension parsed

Validation history, 90 days

Every sweep that observed this endpoint, newest first.

Validation observations over the last 90 days
observed, UTCstatefailed checkssweep
2026-10-30 12:52 UTCmalformed3daily-2026-10-30
2026-10-29 12:33 UTCmalformed3daily-2026-10-29
2026-10-28 12:59 UTCmalformed3daily-2026-10-28
2026-10-27 12:38 UTCmalformed3daily-2026-10-27
2026-10-23 13:12 UTCmalformed3daily-2026-10-23
2026-10-21 22:26 UTCmalformed3daily-2026-10-21
2026-10-19 12:51 UTCmalformed3daily-2026-10-19
2026-10-16 10:33 UTCmalformed3daily-2026-10-16
2026-10-15 12:33 UTCmalformed3daily-2026-10-15
2026-10-14 10:25 UTCmalformed3daily-2026-10-14
2026-10-13 15:45 UTCmalformed3daily-2026-10-13
2026-10-12 12:51 UTCmalformed3daily-2026-10-12
2026-10-11 11:27 UTCmalformed3daily-2026-10-11
2026-10-10 19:34 UTCmalformed3daily-2026-10-10
2026-10-09 13:16 UTCmalformed3daily-2026-10-09
2026-10-08 15:10 UTCmalformed3daily-2026-10-08
2026-10-07 14:27 UTCmalformed3daily-2026-10-07
2026-10-06 15:09 UTCmalformed3daily-2026-10-06
2026-10-05 12:56 UTCmalformed3daily-2026-10-05
2026-10-04 15:21 UTCmalformed3daily-2026-10-04
2026-10-03 08:24 UTCmalformed3daily-2026-10-03
2026-10-02 17:30 UTCmalformed3daily-2026-10-02
2026-10-01 10:08 UTCmalformed3daily-2026-10-01
2026-09-30 09:34 UTCmalformed3daily-2026-09-30
2026-09-29 21:40 UTCmalformed3daily-2026-09-29
2026-09-23 08:31 UTCmalformed3daily-2026-09-23
2026-09-22 08:44 UTCmalformed3daily-2026-09-22
2026-09-21 09:06 UTCmalformed3daily-2026-09-21
2026-09-19 07:02 UTCmalformed3daily-2026-09-19
2026-09-17 06:54 UTCmalformed3daily-2026-09-17
2026-09-16 06:50 UTCmalformed3daily-2026-09-16
2026-09-15 07:07 UTCmalformed3daily-2026-09-15
2026-09-14 12:45 UTCmalformed3new-2026-09-14T12-45-19-314Z

Registry presence

Presence in a registry, not liveness of the service (method). Newest first.

  1. listed in Coinbase

Declared input and output, as listed

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 2026-10-13 14:08 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 2026-10-13 14:08 UTC. https://tollindex.com/e/tensorfeed-ai-api-premium-inference-providers-arbitrage-fbac75/at/2026-10-13T14-08Z. Accessed [access date].

BibTeX

@misc{toll-e-tensorfeed-ai-api-premium-inference-providers-arbitrage-fbac75-2026-10-13T14-08Z,
  author = {TOLL},
  title = {inference providers arbitrage on tensorfeed.ai},
  howpublished = {\url{https://tollindex.com/e/tensorfeed-ai-api-premium-inference-providers-arbitrage-fbac75/at/2026-10-13T14-08Z}},
  year = {2026},
  month = {10},
  note = {Pinned view of the snapshot of 2026-10-13 14:08 UTC. Accessed [access date].}
}

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Verify with the payee wallet (optional, EVM)

Sign this message with the wallet named on the page and paste the signature; it is checked, stored, never published. TOLL reply about endpoint fbac7549c717a2f04c684047fdd261f6cfa663c9b2c6f097ca26d075eb0f5d4d from wallet 0x549c82e6bfc54bdae9a2073744cbc2af5d1fc6d1

The 0x address named as payee on this page, 42 characters.

The hex signature of the message above, starting 0x.