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codexautoreview · Model identity and integrity report

Last updatedJul 30, 2026, 12:35 PM · Data window: past 90 days

Measured results (90 days)

7 runs · 7 hosts · 7 anomalies

Family-fingerprint consistency

  openai           7  █████████████████████████  100% (suspicious)

Observed V3 sub-model mapping

  → openai/gpt-5.4                           6 (86%) ⚠ mismatch sim=1.00
  → abstain                                  1 (14%) — low confidence

Capability score distribution (auxiliary)

  0-49     ██████████████░░░░░░░░░░░    4
  50-69    ░░░░░░░░░░░░░░░░░░░░░░░░░    0
  70-89    ███████████░░░░░░░░░░░░░░    3
  90-100   ░░░░░░░░░░░░░░░░░░░░░░░░░    0

Host integrity ranking

HostRunsAverage scoreFamily matchMost common V3 match
https://apinebula.com/v11780%openai/gpt-5.4 (1)
https://api.xinyunspace.com/v1100%openai/gpt-5.4 (1)
https://maylily.xyz/v11780%openai/gpt-5.4 (1)
https://vip.j3gb.com/v1100%openai/gpt-5.4 (1)
https://cn.picpi.top/v1100%openai/gpt-5.4 (1)
https://api.tokenskingdom.com/v11780%
https://gw2.oops.asia/v1100%openai/gpt-5.4 (1)

Recent anomalies

https://apinebula.com/v1Jul 22, 2026, 2:48 PM
Self-claimed model
codex-auto-review
V2 predicted family
openai
V3 best match
openai/gpt-5.4 (sim 1.00)
Verdict
Full swap
https://api.xinyunspace.com/v1Jul 17, 2026, 8:46 AM
Self-claimed model
codex-auto-review
V2 predicted family
openai
V3 best match
openai/gpt-5.4 (sim 1.00)
Verdict
Full swap
https://maylily.xyz/v1Jul 15, 2026, 8:10 AM
Self-claimed model
codex-auto-review
V2 predicted family
openai
V3 best match
openai/gpt-5.4 (sim 1.00)
Verdict
Full swap
https://vip.j3gb.com/v1Jul 9, 2026, 11:29 AM
Self-claimed model
codex-auto-review
V2 predicted family
openai
V3 best match
openai/gpt-5.4 (sim 1.00)
Verdict
Full swap
https://cn.picpi.top/v1Jul 6, 2026, 7:53 AM
Self-claimed model
codex-auto-review
V2 predicted family
openai
V3 best match
openai/gpt-5.4 (sim 1.00)
Verdict
Full swap
https://api.tokenskingdom.com/v1Jun 19, 2026, 6:18 AM
Self-claimed model
codex-auto-review
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://gw2.oops.asia/v1May 26, 2026, 6:58 PM
Self-claimed model
codex-auto-review
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 codexautoreview. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.

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