TOLL

What software pays for, recorded every six hours.

Snapshot
2026-09-15 21:20 UTC
Sweep
daily-2026-09-15 · finished 2026-09-15 07:10 UTC
Listed
16,178

series anomaly derived

tools.halowerk.comInferencederived

POST https://tools.halowerk.com/v1/series/anomaly

passlisted in Coinbase#3 by calls of 12 on this host

0.004 USDC

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

Compare with anotherEvery figure as JSONCite this page

the price, as of 2026-09-15 21:20 UTC · method · pinnable

Validation state
pass
as of 2026-09-15 04:02 UTC · method · pinnable · sweep daily-2026-09-15
Uptime, 7 / 30 / 90 days
100% / 100% / 100%
as of 2026-09-15 04:02 UTC · method · pinnable · 5 of 5 in 7d, 5 of 5 in 30d, 5 of 5 in 90d
Calls, trailing 30 days
1
as of 2026-09-15 21:20 UTC · method · pinnable
Unique payers, trailing 30 days
1
as of 2026-09-15 21:20 UTC · method · pinnable
Last called
2026-08-19 15:04 UTC
as of 2026-09-15 21:20 UTC · method · pinnable
First observed by TOLLderived
2026-09-10
as of 2026-09-10 19:08 UTC · method · pinnable · observation began 10 September 2026; listings that predate it show that date
Pricederived
0.004 USDC
as of 2026-09-15 21:20 UTC · method · pinnable · on eip155:8453
Networks
1
as of 2026-09-15 21:20 UTC · method · pinnable

Counters

29 observations, 1 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 2,414 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: 1,010 in the category are counted higher and 1,403 lower.

No trace is drawn of this endpoint’s own volume. Its counters have changed 1 time across 29 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

Of tools.halowerk.com's 12 listings, series anomaly ranks tied 3rd by calls with 9 others.

The request to series anomaly is a json body with the fields seed, points, methods, min_votes and contamination.

A response from series anomaly, as declared, includes seed, points, methods, anomalies, min_votes, stateless and 2 others.

series anomaly drew a single call from a single payer in the trailing 30 days.

The last call to series anomaly came 27 days before the snapshot, 2026-08-19.

On Base, series anomaly asks 0.004 USDC per call.

series anomaly takes 7% of the calls counted across tools.halowerk.com.

TOLL files series anomaly under inference: a POST endpoint on tools.halowerk.com, listed in the Coinbase registry.

series anomaly answered the sweep of 2026-09-15 with a valid 402, as at every sweep since 2026-09-11.

Closest in price to series anomaly within inference: vin decode at agent402.tools and chat completions at api.surplusintelligence.ai.

series anomaly is priced above 15% of comparable listings in inference.

The wallet paid by series anomaly is the payee of 1,553 endpoints across 67 hosts.

The seller's tags on series anomaly are x402, agent-tools, analysis and series_anomaly.

35 other listings in inference declare exactly the same price.

Payment options as declared

the payment options, as of 2026-09-15 21:20 UTC · method · pinnable

Every payment option declared on this listing
registrynetworkassetamountschemepay to
Coinbaseeip155:8453USDC0.004 USDCexact0x2880Ed…1C4E5E

Preflight checks at the last sweep

the checks, as of 2026-09-15 04:02 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
2026-09-15 04:02 UTCpass0daily-2026-09-15
2026-09-14 04:01 UTCpass0daily-2026-09-14
2026-09-13 04:00 UTCpass0daily-2026-09-13
2026-09-12 06:15 UTCpass0daily-2026-09-12
2026-09-11 09:41 UTCpass0daily-2026-09-11

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 2026-08-19 15:04 UTC · method · live

The input and output block
{
  "input": {
    "body": {
      "seed": 42,
      "points": [
        12.1,
        12.4,
        11.9,
        12.3,
        12,
        12.2,
        48.7,
        12.1,
        11.8,
        12.5,
        12.2,
        12
      ],
      "methods": [
        "robust_z",
        "isolation_forest"
      ],
      "min_votes": 2,
      "contamination": 0.1
    },
    "type": "http",
    "method": "POST",
    "bodyType": "json"
  },
  "output": {
    "type": "json",
    "example": {
      "seed": 42,
      "points": [
        {
          "time": null,
          "index": 0,
          "label": null,
          "value": 12.1,
          "scores": {
            "robust_z": -0.169,
            "isolation_forest": 0.42
          },
          "flagged_by": [],
          "is_anomaly": false,
          "time_unix_s": null
        }
      ],
      "methods": [
        "robust_z",
        "isolation_forest"
      ],
      "anomalies": [
        {
          "time": null,
          "index": 6,
          "value": 48.7,
          "scores": {
            "robust_z": 123.4,
            "isolation_forest": 0.83
          },
          "flagged_by": [
            "robust_z",
            "isolation_forest"
          ],
          "time_unix_s": null
        }
      ],
      "min_votes": 2,
      "stateless": true,
      "statistics": {
        "max": 48.7,
        "min": 11.8,
        "mean": 15.016667,
        "median": 12.15,
        "stddev": 10.593
      },
      "point_count": 12,
      "anomaly_count": 1,
      "deterministic": true,
      "method_details": {
        "robust_z": {
          "scale": 0.29652,
          "median": 12.15,
          "flagged": 1,
          "threshold": 3.5,
          "scale_basis": "mad"
        },
        "isolation_forest": {
          "seed": 42,
          "trees": 100,
          "flagged": 2,
          "features": [
            "value",
            "delta_to_previous"
          ],
          "sample_size": 12,
          "score_cutoff": 0.71,
          "contamination": 0.1
        }
      }
    }
  }
}
Cite this page

The pinned URL below renders this page from the snapshot of 2026-09-15 21:20 UTC and does not change; the live page does, every six hours. Data reuse is under CC BY 4.0 (terms).

Plain text

TOLL, "series anomaly on tools.halowerk.com", snapshot of 2026-09-15 21:20 UTC. https://tollindex.com/e/tools-halowerk-com-v1-series-anomaly-154311/at/2026-09-15T21-20Z. Accessed [access date].

BibTeX

@misc{toll-e-tools-halowerk-com-v1-series-anomaly-154311-2026-09-15T21-20Z,
  author = {TOLL},
  title = {series anomaly on tools.halowerk.com},
  howpublished = {\url{https://tollindex.com/e/tools-halowerk-com-v1-series-anomaly-154311/at/2026-09-15T21-20Z}},
  year = {2026},
  month = {9},
  note = {Pinned view of the snapshot of 2026-09-15 21:20 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 series anomaly, or reply as the named seller

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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 154311e0e02e8f399f8f595bcd84d737f88189c726273e35f641fd86404e2cc6 from wallet 0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E

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

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