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

summarize derived

automaton-paid2.sharkquant.aiInferencederived

POST https://automaton-paid2.sharkquant.ai/v1/summarize

passlisted in Coinbase#1 by calls of 2 on this host

0.001 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
pass
as of 2026-10-30 12:40 UTC · method · pinnable · sweep daily-2026-10-30
Uptime, 7 / 30 / 90 days
100% / 93% / 93%
as of 2026-10-30 12:40 UTC · method · pinnable · 4 of 4 in 7d, 13 of 14 in 30d, 13 of 14 in 90d
Calls, trailing 30 days
544
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
2026-10-11 07:34 UTC
as of 2026-10-13 14:08 UTC · method · pinnable
First observed by TOLLderived
2026-10-11
as of 2026-10-11 05:44 UTC · method · pinnable · observation began 10 September 2026; listings that predate it show that date
Pricederived
0.001 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

7 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 544: 9 in the category are counted higher and 8,515 lower.

No trace is drawn of this endpoint’s own volume. Its counters have changed 2 times across 7 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

Over 30 days: 544 calls, 2 payers, about 272 calls per payer.

summarize out-counts every other endpoint in inference that carries counters, 8,525 of them.

automaton-paid2.sharkquant.ai lists 2 endpoints; summarize is 1st by calls.

Of the calls counted across automaton-paid2.sharkquant.ai, summarize takes 68%.

Its last counted call came 2 days before the snapshot.

summarize, a POST endpoint on automaton-paid2.sharkquant.ai, appears in the Coinbase registry; TOLL's taxonomy puts it in inference.

On Base, summarize asks 0.001 USDC per call.

Requests carry a json body with the field text.

summarize answered the sweep of 2026-10-30 with a valid 402, passing 13 of 14 sweeps since 2026-10-11.

A response from summarize, as declared, includes model, summary, timestamp and inputCharacters.

Closest in price to summarize within inference: chat completions at agent402.tools and contents at api.exa.ai.

No comparable listing in inference is cheaper.

The wallet paid by summarize is the payee of 2 endpoints on one host.

The seller's tags on summarize are ai, llm, summarization and text.

TOLL's first observation of summarize was 2026-10-11.

310 other listings in inference declare exactly the same price.

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
Coinbaseeip155:8453USDC0.001 USDCexact0x5Cf753…45E87B

Preflight checks at the last sweep

the checks, as of 2026-10-30 12:40 UTC · method · pinnableendpoint answered HTTP 402

No named check failed.

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 12:40 UTCpass0daily-2026-10-30
2026-10-29 12:22 UTCpass0daily-2026-10-29
2026-10-28 12:47 UTCpass0daily-2026-10-28
2026-10-27 12:25 UTCpass0daily-2026-10-27
2026-10-23 12:59 UTCpass0daily-2026-10-23
2026-10-21 22:15 UTCpass0daily-2026-10-21
2026-10-19 12:38 UTCpass0daily-2026-10-19
2026-10-16 10:21 UTCpass0daily-2026-10-16
2026-10-15 12:21 UTCpass0daily-2026-10-15
2026-10-14 10:13 UTCfail1daily-2026-10-14
2026-10-13 15:32 UTCpass0daily-2026-10-13
2026-10-12 12:37 UTCpass0daily-2026-10-12
2026-10-11 11:12 UTCpass0daily-2026-10-11
2026-10-11 05:50 UTCpass0new-after-daily-2026-10-11

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 2026-10-11 07:34 UTC · method · live

The input and output block
{
  "input": {
    "body": {
      "text": "A long document that needs a concise, faithful summary."
    },
    "type": "http",
    "method": "POST",
    "bodyType": "json"
  },
  "output": {
    "type": "json",
    "example": {
      "model": "RadixArk/Qwen3.8-27B-NVFP4",
      "summary": "A concise, faithful summary.",
      "timestamp": "2026-10-10T00:00:00.000Z",
      "inputCharacters": 58
    }
  }
}
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, "summarize on automaton-paid2.sharkquant.ai", snapshot of 2026-10-13 14:08 UTC. https://tollindex.com/e/automaton-paid2-sharkquant-ai-v1-summarize-f472e5/at/2026-10-13T14-08Z. Accessed [access date].

BibTeX

@misc{toll-e-automaton-paid2-sharkquant-ai-v1-summarize-f472e5-2026-10-13T14-08Z,
  author = {TOLL},
  title = {summarize on automaton-paid2.sharkquant.ai},
  howpublished = {\url{https://tollindex.com/e/automaton-paid2-sharkquant-ai-v1-summarize-f472e5/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].}
}

Reports and replies about this endpoint

None yet. Anything submitted through the form below is published here with its outcome.

Report an error about summarize, or reply as the named seller

No account, no token. Published unedited with its outcome, upheld or not. Do not include personal data.

Kind

Published as typed. Optional.

10 to 4,000 characters.

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 f472e5832379aeb5b8c57fb89a462b25c6b8c15f303d9944f0f941ab941bf516 from wallet 0x5Cf753eD23f2636E447ca8B9Ce8C7CB1A945E87B

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

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