ag_calc_stats

shallow

io.github.AgentTanuki/x402-payment-safety · Verify this server

Deterministic descriptive statistics for a numeric series. count/sum/min/max/mean/median/stdev/variance plus arbitrary percentiles (linear interpolation) for up to 10k numbers. Exact arithmetic instead of model estimation. Deterministic, fixture-verified, free for guests (rate-limited; pass your Guild api_key to use your member budget). Returns the result plus a Guild-signed provenance envelope. `payload` MUST match this JSON Schema: {"type": "object", "properties": {"values": {"type": "array", "items": {"type": "number"}, "minItems": 1, "maxItems": 10000}, "percentiles": {"type": "array", "items": {"type": "number", "minimum": 0, "maximum": 100}}}, "required": ["values"], "additionalProperties": false} Output schema: {"type": "object", "properties": {"count": {"type": "integer"}, "sum": {"type": "number"}, "min": {"type": "number"}, "max": {"type": "number"}, "mean": {"type": "number"}, "median": {"type": "number"}, "stdev": {"type": "number"}, "variance": {"type": "number"}, "percentiles": {"type": "object"}}, "required": ["count", "mean", "median", "percentiles"], "additionalProperties": false}

100.0/100

1 trials · measured 58 days ago

ag_calc_stats scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.AgentTanuki/x402-payment-safety, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
unreachable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: ag_calc_stats
[![Vouch score](https://vouch.tools/api/tools/042ef599-7ef6-4fc5-8acd-d513358c45ab/badge.svg)](https://vouch.tools/tools/042ef599-7ef6-4fc5-8acd-d513358c45ab)
ag_calc_stats — Vouch