leaderboard_query

shallow

xyz.scienter/scienter · Verify this server

List the addresses Scienter's risk model has flagged most recently, highest score first, with each row's chain, score, model version, top evidence and timestamps. Every row is a model output about a token contract's on-chain behaviour -- not a legal finding, not an audit, and not an allegation against any person. Widely held tokens are excluded by an allowlist and the suppressed count is reported, so this is a filtered view of the model's output. An empty list is reported as one of three things and they must not be conflated: a quiet day (the scorer ran and nothing crossed the threshold; a finding), a flag table no scorer has ever written (a gap in coverage; ever_written is false), or an unconfirmed read. A producer that did not answer at all is a fourth, reported as not_deployed. Args: - limit (integer, optional): maximum rows to return, 1-100 (default 20).

100.0/100

1 trials · measured 2 days ago

leaderboard_query scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against xyz.scienter/scienter, measured 20 Oct 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
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

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: leaderboard_query
[![Vouch score](https://vouch.tools/api/tools/c81f322d-7b27-4f73-88a0-cad2e3dfebd4/badge.svg)](https://vouch.tools/tools/c81f322d-7b27-4f73-88a0-cad2e3dfebd4)
leaderboard_query — Vouch