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openai/gpt-4o-2024-08-06 · Model identity and integrity report

Last updatedJul 30, 2026, 11:35 AM · Data window: past 90 days

Measured results (90 days)

17 runs · 10 hosts · 14 anomalies

Family-fingerprint consistency

  openai          14  █████████████████████░░░░   82% (expected)
  anthropic        1  ██░░░░░░░░░░░░░░░░░░░░░░░    6% (suspicious)
  unknown          1  ██░░░░░░░░░░░░░░░░░░░░░░░    6% (suspicious)
  deepseek         1  ██░░░░░░░░░░░░░░░░░░░░░░░    6% (suspicious)

Observed V3 sub-model mapping

  → openai/gpt-4o                           11 (65%) ⚠ mismatch sim=0.89
  → abstain                                  2 (12%) — low confidence
  → unknown                                  2 (12%) ⚠ mismatch
  → deepseek/deepseek-v4-flash               1 ( 6%) ⚠ mismatch sim=0.98
  → openai/gpt-4.1                           1 ( 6%) ⚠ mismatch sim=0.79

Capability score distribution (auxiliary)

  0-49     ████████████░░░░░░░░░░░░░    8
  50-69    ░░░░░░░░░░░░░░░░░░░░░░░░░    0
  70-89    ██████░░░░░░░░░░░░░░░░░░░    4
  90-100   ███████░░░░░░░░░░░░░░░░░░    5

Host integrity ranking

HostRunsAverage scoreFamily matchMost common V3 match
https://www.moyu.info/v1685100%openai/gpt-4o (5)
https://yinli.pro/v1362100%openai/gpt-4o (3)
https://alloy-liver-congressional-role.trycloudflare.com/v1100%
https://httpbin.org/redirect-to?url=http://127.0.0.1:80130%
https://runanytime.hxi.me/v110100%
https://sub2api.crazybunqnq.com/v1100%deepseek/deepseek-v4-flash (1)
https://api.openai-hub.net/v1176100%openai/gpt-4o (1)
https://api.kourichat.com/v110100%openai/gpt-4o (1)
https://yunwu.ai/v110100%
https://api.shubiaobiao.cn/v110100%openai/gpt-4o (1)

Recent anomalies

https://alloy-liver-congressional-role.trycloudflare.com/v1Jul 28, 2026, 5:03 AM
Self-claimed model
gpt-4o
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
https://sub2api.crazybunqnq.com/v1Jul 25, 2026, 5:15 PM
Self-claimed model
gpt-4o
V2 predicted family
deepseek
V3 best match
deepseek/deepseek-v4-flash (sim 0.98)
Verdict
Full swap
https://api.openai-hub.net/v1Jul 25, 2026, 6:31 AM
Self-claimed model
gpt-4o
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 1.00)
Verdict
Sub-model downgrade
https://api.kourichat.com/v1Jul 10, 2026, 6:20 AM
Self-claimed model
gpt-4o
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 0.87)
Verdict
Sub-model downgrade
https://api.shubiaobiao.cn/v1May 26, 2026, 3:22 AM
Self-claimed model
gpt-4o
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 0.87)
Verdict
Sub-model downgrade
https://www.moyu.info/v1May 20, 2026, 3:44 AM
Self-claimed model
GPT-4o
V2 predicted family
openai
V3 best match
openai/gpt-4.1 (sim 0.79)
Verdict
Sub-model downgrade
https://www.moyu.info/v1May 20, 2026, 3:43 AM
Self-claimed model
GPT-4o
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 0.87)
Verdict
Sub-model downgrade
https://www.moyu.info/v1May 20, 2026, 3:43 AM
Self-claimed model
GPT-4o
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 0.87)
Verdict
Sub-model downgrade
https://www.moyu.info/v1May 19, 2026, 3:20 PM
Self-claimed model
gpt-4o-2024-11-20
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 0.87)
Verdict
Sub-model downgrade
https://www.moyu.info/v1May 19, 2026, 2:59 PM
Self-claimed model
gpt-4o-2024-11-20
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 0.87)
Verdict
Sub-model downgrade
https://www.moyu.info/v1May 14, 2026, 10:36 AM
Self-claimed model
GPT-4o
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 0.92)
Verdict
Sub-model downgrade
https://yinli.pro/v1May 3, 2026, 8:57 AM
Self-claimed model
gpt-4o
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 0.87)
Verdict
Sub-model downgrade
https://yinli.pro/v1May 3, 2026, 7:49 AM
Self-claimed model
gpt-4o
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 0.87)
Verdict
Sub-model downgrade
https://yinli.pro/v1May 2, 2026, 11:03 AM
Self-claimed model
gpt-4o
V2 predicted family
openai
V3 best match
openai/gpt-4o (sim 0.92)
Verdict
Sub-model downgrade

Methodology

BazaarLink Probe combines a Bayesian V2 family classifier across nine fingerprint categories with V3 sub-model references to verify endpoints claiming openai/gpt-4o-2024-08-06. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.

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