TOLL

What software pays for, recorded every six hours.

Snapshot
2026-09-15 16:57 UTC
Sweep
daily-2026-09-15 · finished 2026-09-15 07:10 UTC
Listed
16,167

traffic classify derived

tools.halowerk.comInferencederived

POST https://tools.halowerk.com/v1/traffic/classify

passlisted in Coinbase#5 by calls of 13 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 16:57 UTC · method · pinnable

Validation state
pass
as of 2026-09-15 06:48 UTC · method · pinnable · sweep daily-2026-09-15
Uptime, 7 / 30 / 90 days
100% / 100% / 100%
as of 2026-09-15 06:48 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 16:57 UTC · method · pinnable
Unique payers, trailing 30 days
1
as of 2026-09-15 16:57 UTC · method · pinnable
Last called
2026-08-19 15:04 UTC
as of 2026-09-15 16:57 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 16:57 UTC · method · pinnable · on eip155:8453
Networks
1
as of 2026-09-15 16:57 UTC · method · pinnable

Counters

28 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 2,297 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: 1,008 in the category are counted higher and 1,288 lower.

No trace is drawn of this endpoint’s own volume. Its counters have changed 1 time across 28 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

tools.halowerk.com lists 13 endpoints; traffic classify is tied 5th by calls with 8 others.

traffic classify takes a json body with the fields group_by and requests.

A response from traffic classify, as declared, includes window, clients, privacy, group_by, stateless, client_count and 2 others.

traffic classify drew a single call from a single payer in the trailing 30 days.

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

traffic classify is priced at 0.004 USDC on Base.

It accounts for 6% of the calls counted across the host.

traffic classify, a POST endpoint on tools.halowerk.com, appears in the Coinbase registry; TOLL's taxonomy puts it in inference.

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

Closest in price to traffic classify within inference: marine depth at api.geoprimitives.dev and google ai mode ai mode at x402.openwebninja.com.

traffic classify is priced above 16% of comparable listings in inference.

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

The seller's tags on traffic classify are x402, agent-tools, security and traffic_classify.

The price of traffic classify is declared by 35 other listings in inference too.

Payment options as declared

the payment options, as of 2026-09-15 16:57 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 06:48 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 06:48 UTCpass0daily-2026-09-15
2026-09-14 06:16 UTCpass0daily-2026-09-14
2026-09-13 06:07 UTCpass0daily-2026-09-13
2026-09-12 08:24 UTCpass0daily-2026-09-12
2026-09-11 14:09 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": {
      "group_by": "ip_user_agent",
      "requests": [
        {
          "ip": "203.0.113.44",
          "path": "/products/100",
          "method": "GET",
          "status": 200,
          "user_agent": "python-requests/2.32.3",
          "time_unix_s": 1786000000
        },
        {
          "ip": "203.0.113.44",
          "path": "/products/101",
          "method": "GET",
          "status": 200,
          "user_agent": "python-requests/2.32.3",
          "time_unix_s": 1786000060
        },
        {
          "ip": "203.0.113.44",
          "path": "/products/102",
          "method": "GET",
          "status": 200,
          "user_agent": "python-requests/2.32.3",
          "time_unix_s": 1786000120
        },
        {
          "ip": "203.0.113.44",
          "path": "/products/103",
          "method": "GET",
          "status": 404,
          "user_agent": "python-requests/2.32.3",
          "time_unix_s": 1786000180
        },
        {
          "ip": "203.0.113.44",
          "path": "/products/104",
          "method": "GET",
          "status": 200,
          "user_agent": "python-requests/2.32.3",
          "time_unix_s": 1786000240
        }
      ]
    },
    "type": "http",
    "method": "POST",
    "bodyType": "json"
  },
  "output": {
    "type": "json",
    "example": {
      "window": {
        "last_unix_s": 1786000240,
        "first_unix_s": 1786000000
      },
      "clients": [
        {
          "paths": {
            "distinct": 5,
            "asset_ratio": 0,
            "depth_median": 2,
            "distinct_ratio": 1,
            "enumeration_runs": 1,
            "robots_txt_fetched": false,
            "longest_enumeration_run": 5
          },
          "client": {
            "ip_masked": "203.0.113.0/24",
            "grouped_by": "ip_user_agent",
            "user_agent_family": "python-requests"
          },
          "cadence": {
            "sample": 4,
            "regular": true,
            "interval_cv": 0,
            "mean_interval_s": 60,
            "median_interval_s": 60
          },
          "sessions": {
            "count": 1,
            "median_requests": 5,
            "median_duration_s": 240,
            "longest_duration_s": 240
          },
          "method_mix": {
            "write_ratio": 0
          },
          "status_mix": {
            "error_ratio": 0.2,
            "not_found_ratio": 0.2
          },
          "request_count": 5,
          "classification": {
            "label": "scraper",
            "purpose": {
              "lead": 2,
              "label": "scraper",
              "scores": {
                "tool": 2,
                "crawler": 0,
                "scraper": 6
              },
              "runner_up": {
                "label": "tool",
                "score": 2
              },
              "confidence": 0.6
            },
            "reasons": [
              {
                "stage": "automation",
                "signal": "cadence_regularity",
                "weight": 3,
                "favours": "automated",
                "evidence": "Intervals between requests vary by less than 15 percent, which is machine timing.",
                "observed": "interval_cv=0"
              },
              {
                "stage": "purpose",
                "signal": "path_enumeration",
                "weight": 4,
                "favours": "scraper",
                "evidence": "Consecutive numeric path segments were walked in order.",
                "observed": "1 run(s), longest 5"
              }
            ],
            "automation": {
              "lead": 6,
              "label": "automated",
              "scores": {
                "human": 0,
                "automated": 6
              },
              "runner_up": {
                "label": "human",
                "score": 0
              },
              "confidence": 1
            },
            "confidence": 0.6
          },
          "last_seen_unix_s": 1786000240,
          "first_seen_unix_s": 1786000000
        }
      ],
      "privacy": {
        "stored": false,
        "ip_masking": "IPv4 to /24, IPv6 to /48",
        "raw_ip_returned": false,
        "user_agent_returned": "product token only, never the full header"
      },
      "group_by": "ip_user_agent",
      "stateless": true,
      "client_count": 1,
      "request_count": 5,
      "session_gap_s": 1800,
      "clients_skipped": 0,
      "label_distribution": {
        "tool": 0,
        "human": 0,
        "crawler": 0,
        "scraper": 1,
        "unknown": 0,
        "automated_purpose_unclear": 0
      }
    }
  }
}
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, "traffic classify on tools.halowerk.com", snapshot of 2026-09-15 16:57 UTC. https://tollindex.com/e/tools-halowerk-com-v1-traffic-classify-e21c21/at/2026-09-15T16-57Z. Accessed [access date].

BibTeX

@misc{toll-e-tools-halowerk-com-v1-traffic-classify-e21c21-2026-09-15T16-57Z,
  author = {TOLL},
  title = {traffic classify on tools.halowerk.com},
  howpublished = {\url{https://tollindex.com/e/tools-halowerk-com-v1-traffic-classify-e21c21/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].}
}

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