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openai/gpt-5.6-luna · Model identity and integrity report

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

Verification capability — fingerprint reference available

Family
openai
V3 sub-model reference
Available ✓
Checks
知識截止 · 能力探針 · 拒絕模板 · 拒絕溫度參數
Family-fingerprint coverage
52 weighted rules · 8 feature categories

Concrete reference answers, refusal templates, and individual signal weights are not published because disclosure would help spoofing endpoints evade detection.

Measured results (90 days)

127 runs · 98 hosts · 113 anomalies

Family-fingerprint consistency

  openai         114  ███████████████████████░░   90% (expected)
  unknown         13  ███░░░░░░░░░░░░░░░░░░░░░░   10% (suspicious)

Observed V3 sub-model mapping

  → abstain                                113 (89%) — low confidence
  → unknown                                 14 (11%) ⚠ mismatch

Capability score distribution (auxiliary)

  0-49     ███████████████░░░░░░░░░░   74
  50-69    ░░░░░░░░░░░░░░░░░░░░░░░░░    0
  70-89    ███████░░░░░░░░░░░░░░░░░░   33
  90-100   ████░░░░░░░░░░░░░░░░░░░░░   20

Host integrity ranking

HostRunsAverage scoreFamily matchMost common V3 match
https://api.gjx88.com/v165983%
https://happyapi.org/v145575%
https://kuaipao.pro/v1420100%
https://api.ikuncode.cc/v1389100%
https://max.jojocode.com/v1389100%
https://api.slomerex.xyz/v1361100%
https://api.a6api.com/v1247100%
https://blankapi.com/v1243100%
https://api.bblabu.cn/v120100%
https://hezu.ink/v12050%
https://api.hanhegufei.online/v120100%
https://ai.iagent.dev/v120100%
https://api.sailapi.top/v120100%
https://xixiapi.cc/v1246100%
https://api.shuaiapi.com/v120100%
https://torchai.ai/v120100%
https://api.aisz.mom/v120100%
https://kuaipao.ai/v124250%
https://api.xairouter.com/v1189100%
https://sub2api.apiship.ai/v1187100%
https://seekai.cc/v110100%
https://ooioo.work/v1100%
https://xm.aceapi.cc/v1186100%
https://api.ziyouxie.online/v1186100%
https://api.quya.org/v1195100%

Recent anomalies

https://api.xairouter.com/v1Jul 30, 2026, 5:56 AM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://sub2api.apiship.ai/v1Jul 30, 2026, 5:03 AM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://seekai.cc/v1Jul 29, 2026, 10:27 PM
Self-claimed model
gpt-5-6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://xm.aceapi.cc/v1Jul 29, 2026, 2:25 PM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.ziyouxie.online/v1Jul 29, 2026, 2:22 PM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.quya.org/v1Jul 29, 2026, 1:59 PM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.a6api.com/v1Jul 29, 2026, 12:37 PM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.ikuncode.cc/v1Jul 29, 2026, 9:19 AM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.gjx88.com/v1Jul 28, 2026, 3:28 PM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.gjx88.com/v1Jul 28, 2026, 3:25 PM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.gjx88.com/v1Jul 28, 2026, 2:36 PM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.gjx88.com/v1Jul 28, 2026, 1:45 PM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.gjx88.com/v1Jul 28, 2026, 1:28 PM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.0029.org/v1Jul 28, 2026, 2:43 AM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.ikuncode.cc/v1Jul 27, 2026, 6:05 PM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://blankapi.com/v1Jul 27, 2026, 11:23 AM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://api.vectorengine.cn/v1Jul 27, 2026, 8:57 AM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://www.i9starflow.com/v1Jul 27, 2026, 8:22 AM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://ai.pite.chat/v1Jul 27, 2026, 6:13 AM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://max.jojocode.com/v1Jul 27, 2026, 5:06 AM
Self-claimed model
gpt-5.6-luna
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain

Methodology

BazaarLink Probe combines a Bayesian V2 family classifier across nine fingerprint categories with V3 sub-model references to verify endpoints claiming openai/gpt-5.6-luna. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.

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