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

Last updatedSep 13, 2026, 9:22 PM · Data window: past 90 days

Measured results (90 days)

9 runs · 5 hosts · 9 anomalies

Family-fingerprint consistency

  openai           6  █████████████████░░░░░░░░   67% (suspicious)
  anthropic        3  ████████░░░░░░░░░░░░░░░░░   33% (suspicious)

Observed V3 sub-model mapping

  → abstain                                  9 (100%) — low confidence

Capability score distribution (auxiliary)

  0-49     ██████████████░░░░░░░░░░░    5
  50-69    ░░░░░░░░░░░░░░░░░░░░░░░░░    0
  70-89    ███████████░░░░░░░░░░░░░░    4
  90-100   ░░░░░░░░░░░░░░░░░░░░░░░░░    0

Host integrity ranking

HostRunsAverage scoreFamily matchMost common V3 match
https://yjapi.manqiaotechnology.com/v14200%
https://www.anyfast.ai/v12760%
https://image.123uq.com/v11740%
https://api.banana2556.com/v1100%
https://hohoapi.com/v1100%

Recent anomalies

https://yjapi.manqiaotechnology.com/v1Sep 8, 2026, 12:30 AM
Self-claimed model
gemini-3.1-flash-lite
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://image.123uq.com/v1Sep 3, 2026, 2:47 AM
Self-claimed model
gemini-3.1-flash-lite
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://yjapi.manqiaotechnology.com/v1Sep 3, 2026, 1:21 AM
Self-claimed model
gemini-3.1-flash-lite
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
https://yjapi.manqiaotechnology.com/v1Sep 2, 2026, 7:33 AM
Self-claimed model
gemini-3.1-flash-lite
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://yjapi.manqiaotechnology.com/v1Sep 2, 2026, 6:46 AM
Self-claimed model
gemini-3.1-flash-lite
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.banana2556.com/v1Aug 14, 2026, 9:26 AM
Self-claimed model
google/gemini-3.1-flash-lite
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
https://www.anyfast.ai/v1Aug 4, 2026, 7:52 AM
Self-claimed model
gemini-3.1-flash-lite
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://www.anyfast.ai/v1Aug 4, 2026, 3:16 AM
Self-claimed model
gemini-3.1-flash-lite
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
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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