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gemini31flashimagepreview · Model identity and integrity report

Last updatedJul 30, 2026, 1:34 PM · Data window: past 90 days

Measured results (90 days)

3 runs · 3 hosts · 3 anomalies

Family-fingerprint consistency

  openai           2  █████████████████░░░░░░░░   67% (suspicious)
  anthropic        1  ████████░░░░░░░░░░░░░░░░░   33% (suspicious)

Observed V3 sub-model mapping

  → abstain                                  3 (100%) — low confidence

Capability score distribution (auxiliary)

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

Host integrity ranking

HostRunsAverage scoreFamily matchMost common V3 match
https://api.shisuanai.com/v11720%
https://stonerollai.com/v1100%
http://114.132.240.246/v11610%

Recent anomalies

https://api.shisuanai.com/v1Jul 22, 2026, 5:42 AM
Self-claimed model
gemini-3.1-flash-image-preview
V2 predicted family
openai
V3 best match
Verdict
Full swap
https://stonerollai.com/v1Jul 15, 2026, 6:47 AM
Self-claimed model
gemini-3.1-flash-image-preview
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
http://114.132.240.246/v1Jun 18, 2026, 6:53 AM
Self-claimed model
gemini-3.1-flash-image-preview
V2 predicted family
openai
V3 best match
Verdict
Family mismatch

Methodology

BazaarLink Probe combines a Bayesian V2 family classifier across nine fingerprint categories with V3 sub-model references to verify endpoints claiming gemini31flashimagepreview. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.

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