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gpt4 · Model identity and integrity report

Last updatedJul 30, 2026, 12:49 PM · Data window: past 90 days

Measured results (90 days)

9 runs · 8 hosts · 7 anomalies

Family-fingerprint consistency

  openai           7  ████████████████████░░░░░   78% (suspicious)
  unknown          2  ██████░░░░░░░░░░░░░░░░░░░   22% (suspicious)

Observed V3 sub-model mapping

  → unknown                                  4 (44%) ⚠ mismatch
  → openai/gpt-5.4                           2 (22%) ⚠ mismatch sim=1.00
  → openai/gpt-4o                            1 (11%) ⚠ mismatch sim=0.82
  → openai/gpt-4.1                           1 (11%) ⚠ mismatch sim=0.74
  → openai/gpt-5.2                           1 (11%) ⚠ mismatch sim=0.90

Capability score distribution (auxiliary)

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

Host integrity ranking

HostRunsAverage scoreFamily matchMost common V3 match
https://api.shubiaobiao.cn/v1250%
https://api.vectorengine.cn/v11780%openai/gpt-4o (1)
https://runanytime.hxi.me/v1100%
https://aiok.club/v11860%openai/gpt-4.1 (1)
https://api.qlhazycoder.top/v11890%openai/gpt-5.2 (1)
https://yunwu.ai/v1100%
https://api.lingshuai.cc/v11890%openai/gpt-5.4 (1)
https://vip.auto-code.net/v11890%openai/gpt-5.4 (1)

Recent anomalies

https://api.vectorengine.cn/v1Jul 29, 2026, 12:05 PM
Self-claimed model
gpt-4
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 0.82)
Verdict
Full swap
https://runanytime.hxi.me/v1Jul 26, 2026, 3:47 PM
Self-claimed model
gpt-4
V2 predicted family
openai
V3 best match
Verdict
Family mismatch
https://aiok.club/v1Jun 19, 2026, 1:43 AM
Self-claimed model
GPT-4
V2 predicted family
openai
V3 best match
openai/gpt-4.1 (sim 0.74)
Verdict
Full swap
https://api.qlhazycoder.top/v1Jun 16, 2026, 1:37 AM
Self-claimed model
gpt-4
V2 predicted family
openai
V3 best match
openai/gpt-5.2 (sim 0.90)
Verdict
Full swap
https://yunwu.ai/v1Jun 15, 2026, 6:55 AM
Self-claimed model
gpt-4
V2 predicted family
openai
V3 best match
Verdict
Family mismatch
https://api.lingshuai.cc/v1May 6, 2026, 10:43 AM
Self-claimed model
gpt-4
V2 predicted family
openai
V3 best match
openai/gpt-5.4 (sim 1.00)
Verdict
Full swap
https://vip.auto-code.net/v1May 6, 2026, 3:14 AM
Self-claimed model
gpt-4
V2 predicted family
openai
V3 best match
openai/gpt-5.4 (sim 1.00)
Verdict
Full swap

Methodology

BazaarLink Probe combines a Bayesian V2 family classifier across nine fingerprint categories with V3 sub-model references to verify endpoints claiming gpt4. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.

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