gpt51codex · Model identity and integrity report
Last updated:Jul 30, 2026, 12:41 PM · Data window: past 90 days
Measured results (90 days)
4 runs · 1 hosts · 4 anomalies
Family-fingerprint consistency
openai 4 █████████████████████████ 100% (suspicious)
Observed V3 sub-model mapping
→ openai/gpt-5.4 3 (75%) ⚠ mismatch sim=1.00 → abstain 1 (25%) — low confidence
Capability score distribution (auxiliary)
0-49 ██████░░░░░░░░░░░░░░░░░░░ 1 50-69 ░░░░░░░░░░░░░░░░░░░░░░░░░ 0 70-89 ███████████████████░░░░░░ 3 90-100 ░░░░░░░░░░░░░░░░░░░░░░░░░ 0
Host integrity ranking
| Host | Runs | Average score | Family match | Most common V3 match |
|---|---|---|---|---|
| https://www.moyu.info/v1 | 4 | 64 | 0% | openai/gpt-5.4 (3) |
Recent anomalies
https://www.moyu.info/v1May 22, 2026, 6:39 AM
- Self-claimed model
- gpt-5.1-codex
- V2 predicted family
- openai
- V3 best match
- —
- Verdict
- V3 low confidence · Abstain
https://www.moyu.info/v1May 22, 2026, 6:39 AM
- Self-claimed model
- gpt-5.1-codex
- V2 predicted family
- openai
- V3 best match
- openai/gpt-5.4 (sim 1.00)
- Verdict
- Full swap
https://www.moyu.info/v1May 20, 2026, 6:58 AM
- Self-claimed model
- gpt-5.1-codex
- V2 predicted family
- openai
- V3 best match
- openai/gpt-5.4 (sim 1.00)
- Verdict
- Full swap
https://www.moyu.info/v1May 20, 2026, 6:46 AM
- Self-claimed model
- gpt-5.1-codex
- 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 gpt51codex. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.