leaderboard_query
shallowxyz.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).
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
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
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