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google/gemini-3.1-flash-lite · Model identity and integrity report

Last updatedJul 30, 2026, 12:00 PM · Data window: past 90 days

Measured results (90 days)

1 runs · 1 hosts · 1 anomalies

Family-fingerprint consistency

  anthropic        1  █████████████████████████  100% (suspicious)

Observed V3 sub-model mapping

  → abstain                                  1 (100%) — low confidence

Capability score distribution (auxiliary)

  0-49     █████████████████████████    1
  50-69    ░░░░░░░░░░░░░░░░░░░░░░░░░    0
  70-89    ░░░░░░░░░░░░░░░░░░░░░░░░░    0
  90-100   ░░░░░░░░░░░░░░░░░░░░░░░░░    0

Host integrity ranking

HostRunsAverage scoreFamily matchMost common V3 match
https://hohoapi.com/v1100%

Recent anomalies

https://hohoapi.com/v1Jun 19, 2026, 3:36 PM
Self-claimed model
gemini-3.1-flash-lite
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain

Methodology

BazaarLink Probe combines a Bayesian V2 family classifier across nine fingerprint categories with V3 sub-model references to verify endpoints claiming google/gemini-3.1-flash-lite. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.

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