codexautoreview · Model identity and integrity report
Last updated:Jul 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
| Host | Runs | Average score | Family match | Most common V3 match |
|---|---|---|---|---|
| https://apinebula.com/v1 | 1 | 78 | 0% | openai/gpt-5.4 (1) |
| https://api.xinyunspace.com/v1 | 1 | 0 | 0% | openai/gpt-5.4 (1) |
| https://maylily.xyz/v1 | 1 | 78 | 0% | openai/gpt-5.4 (1) |
| https://vip.j3gb.com/v1 | 1 | 0 | 0% | openai/gpt-5.4 (1) |
| https://cn.picpi.top/v1 | 1 | 0 | 0% | openai/gpt-5.4 (1) |
| https://api.tokenskingdom.com/v1 | 1 | 78 | 0% | — |
| https://gw2.oops.asia/v1 | 1 | 0 | 0% | 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.