assistant sector ml return reason label audit derived

market.datapackvibe.comInference derived

POST https://market.datapackvibe.com/x402/assistant-sector-ml-return-reason-label-audit

faillisted in Coinbase#2,174 by calls of 7,387 on this host

0.01 USDC

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

Compare with another Every figure as JSON Cite this page

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

Validation state: fail; as of 2026-10-13 09:00 UTC · method · pinnable · sweep daily-2026-10-13
Uptime, 7 / 30 / 90 days: 57% / 73% / 73%; as of 2026-10-13 09:00 UTC · method · pinnable · 4 of 7 in 7d, 8 of 11 in 30d, 8 of 11 in 90d
Calls, trailing 30 days: 1; as of 2026-10-13 14:08 UTC · method · pinnable
Unique payers, trailing 30 days: 1; as of 2026-10-13 14:08 UTC · method · pinnable
Last called: 2026-10-03 23:26 UTC; as of 2026-10-13 14:08 UTC · method · pinnable
First observed by TOLLderived: 2026-10-04; as of 2026-10-04 05:50 UTC · method · pinnable · observation began 10 September 2026; listings that predate it show that date
Pricederived: 0.01 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

27 observations, 1 of them a change, fewer than the 3 a trace needs

How big is this endpoint among the ones like it?

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 1: 3,710 in the category are counted higher and 4,814 lower.

No trace is drawn of this endpoint’s own volume. Its counters have changed 1 time across 27 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

At the sweep of 2026-10-13 it answered HTTP 530 rather than 402, so TOLL records it as failing.

assistant sector ml return reason label audit, a POST endpoint on market.datapackvibe.com, appears in the Coinbase registry; TOLL's taxonomy puts it in inference.

Per call, assistant sector ml return reason label audit declares 0.01 USDC on Base.

Its declared inputs are a json body with the field records.

assistant sector ml return reason label audit returns json; the example shows sku, files, result, status and order_id.

assistant sector ml return reason label audit drew a single call from a single payer in the trailing 30 days.

The last call to assistant sector ml return reason label audit came 10 days before the snapshot, 2026-10-03.

market.datapackvibe.com lists 7,387 endpoints; assistant sector ml return reason label audit is tied 2174th by calls with 4,856 others.

It is cheaper than 86% of comparable listings in inference.

assistant sector ml return reason label audit sits nearest in price to chat completions (api.gondola-ai.com) and llm (agent402.tools) among listings in inference.

The wallet paid by assistant sector ml return reason label audit is the payee of 16,107 endpoints on one host.

The seller's own tags are ai, sector-ml and workflow.

The price of assistant sector ml return reason label audit is declared by 6,800 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
registry	network	asset	amount	scheme	pay to
Coinbase	eip155:8453	USDC	0.01 USDC	exact	0x8bc2AE…683C8C

Preflight checks at the last sweep

the checks, as of 2026-10-13 09:00 UTC · method · pinnableendpoint answered HTTP 530

returns_402 · an unauthenticated request gets HTTP 402

Validation history, 90 days

Every sweep that observed this endpoint, newest first.

Validation observations over the last 90 days
observed, UTC	state	failed checks	sweep
2026-10-13 09:00 UTC	fail	1	daily-2026-10-13
2026-10-12 06:25 UTC	fail	1	daily-2026-10-12
2026-10-11 04:47 UTC	pass	0	daily-2026-10-11
2026-10-10 12:57 UTC	pass	0	daily-2026-10-10
2026-10-09 04:52 UTC	pass	0	daily-2026-10-09
2026-10-08 06:30 UTC	fail	1	daily-2026-10-08
2026-10-07 05:39 UTC	pass	0	daily-2026-10-07
2026-10-06 06:36 UTC	pass	0	daily-2026-10-06
2026-10-05 06:16 UTC	pass	0	daily-2026-10-05
2026-10-04 09:05 UTC	pass	0	daily-2026-10-04
2026-10-04 07:23 UTC	pass	0	new-after-daily-2026-10-04

Registry presence

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

2026-10-04 05:50 UTClisted in Coinbase

Declared input and output, as listed

From the registry record, not validated by TOLL.the declared schema, as of 2026-10-03 23:26 UTC · method · live

The input and output block

{
  "input": {
    "body": {
      "records": [
        {
          "id": "example-0-0",
          "text": "damaged sample document number 0 for this supplied dataset.",
          "actual": "damaged",
          "predicted": "damaged",
          "probabilities": [
            0.8,
            0.06666666666666667,
            0.06666666666666667,
            0.06666666666666667
          ]
        },
        {
          "id": "example-0-1",
          "text": "damaged sample document number 1 for this supplied dataset.",
          "actual": "damaged",
          "predicted": "damaged",
          "probabilities": [
            0.8,
            0.06666666666666667,
            0.06666666666666667,
            0.06666666666666667
          ]
        },
        {
          "id": "example-0-2",
          "text": "damaged sample document number 2 for this supplied dataset.",
          "actual": "damaged",
          "predicted": "damaged",
          "probabilities": [
            0.8,
            0.06666666666666667,
            0.06666666666666667,
            0.06666666666666667
          ]
        },
        {
          "id": "example-1-0",
          "text": "wrong_item sample document number 0 for this supplied dataset.",
          "actual": "wrong_item",
          "predicted": "wrong_item",
          "probabilities": [
            0.06666666666666667,
            0.8,
            0.06666666666666667,
            0.06666666666666667
          ]
        },
        {
          "id": "example-1-1",
          "text": "wrong_item sample document number 1 for this supplied dataset.",
          "actual": "wrong_item",
          "predicted": "wrong_item",
          "probabilities": [
            0.06666666666666667,
            0.8,
            0.06666666666666667,
            0.06666666666666667
          ]
        },
        {
          "id": "example-1-2",
          "text": "wrong_item sample document number 2 for this supplied dataset.",
          "actual": "wrong_item",
          "predicted": "wrong_item",
          "probabilities": [
            0.06666666666666667,
            0.8,
            0.06666666666666667,
            0.06666666666666667
          ]
        },
        {
          "id": "example-2-0",
          "text": "unwanted sample document number 0 for this supplied dataset.",
          "actual": "unwanted",
          "predicted": "unwanted",
          "probabilities": [
            0.06666666666666667,
            0.06666666666666667,
            0.8,
            0.06666666666666667
          ]
        },
        {
          "id": "example-2-1",
          "text": "unwanted sample document number 1 for this supplied dataset.",
          "actual": "unwanted",
          "predicted": "unwanted",
          "probabilities": [
            0.06666666666666667,
            0.06666666666666667,
            0.8,
            0.06666666666666667
          ]
        },
        {
          "id": "example-2-2",
          "text": "unwanted sample document number 2 for this supplied dataset.",
          "actual": "unwanted",
          "predicted": "unwanted",
          "probabilities": [
            0.06666666666666667,
            0.06666666666666667,
            0.8,
            0.06666666666666667
          ]
        },
        {
          "id": "example-3-0",
          "text": "other sample document number 0 for this supplied dataset.",
          "actual": "other",
          "predicted": "other",
          "probabilities": [
            0.06666666666666667,
            0.06666666666666667,
            0.06666666666666667,
            0.8
          ]
        },
        {
          "id": "example-3-1",
          "text": "other sample document number 1 for this supplied dataset.",
          "actual": "other",
          "predicted": "other",
          "probabilities": [
            0.06666666666666667,
            0.06666666666666667,
            0.06666666666666667,
            0.8
          ]
        },
        {
          "id": "example-3-2",
          "text": "other sample document number 2 for this supplied dataset.",
          "actual": "other",
          "predicted": "other",
          "probabilities": [
            0.06666666666666667,
            0.06666666666666667,
            0.06666666666666667,
            0.8
          ]
        }
      ]
    },
    "type": "http",
    "method": "POST",
    "bodyType": "json"
  },
  "output": {
    "type": "json",
    "example": {
      "sku": "assistant-sector-ml-return-reason-label-audit",
      "files": [],
      "result": {
        "workflow": "sector-ml-return-reason-label-audit",
        "completed": true
      },
      "status": "delivered",
      "order_id": "ord_example"
    }
  }
}

What the listing says

Return reason - Label and prediction audit: Label and prediction audit for Return reason. Up to 200 supplied labelled text records. Local dataset tools, evaluation and small naive-Bayes baselines; no hosted model or foundation-model training. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded label and prediction audit deliverable.

the record, 2026-10-03 23:26 UTC · method · pinnable

As declared

POST
eip155:8453
USDC
exact

Every tag is a field on the listing, not a keyword TOLL assigned.

Who is paid

0x8bc2AE…683C8C

Takes payment for 16,107 endpoints on 1 host.

Among Inference

counted above0%

of 8,525 that carry counters

cheaper than14%

of 8,876 with a comparable price

9,331 endpoints are in this category. 6,800 declare exactly this price.

the comparison, 2026-10-13 14:08 UTC · method · live

Nearest on price

chat completionsapi.gondola-ai.com0.01 USDCpass
llmagent402.tools0.01 USDCpass
councilcouncil.cyberwarex.com0.01 USDCfail
ai newsapi.losbeto.xyz0.01 USDCpass
agent analyseapi.zendiq.ai0.01 USDCpass

Same category, nearest declared price, one per payee wallet (method). the list, 2026-10-13 14:08 UTC · method · live

Elsewhere in the record

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, "assistant sector ml return reason label audit on market.datapackvibe.com", snapshot of 2026-10-13 14:08 UTC. https://tollindex.com/e/market-datapackvibe-com-x402-assistant-sector-ml-return-reason-label-audit-1ef244/at/2026-10-13T14-08Z. Accessed [access date].

BibTeX

@misc{toll-e-market-datapackvibe-com-x402-assistant-sector-ml-return-reason-label-audit-1ef244-2026-10-13T14-08Z,
  author = {TOLL},
  title = {assistant sector ml return reason label audit on market.datapackvibe.com},
  howpublished = {\url{https://tollindex.com/e/market-datapackvibe-com-x402-assistant-sector-ml-return-reason-label-audit-1ef244/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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