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claudesonnet5 · Model identity and integrity report

Last updatedJul 30, 2026, 11:07 AM · Data window: past 90 days

Measured results (90 days)

218 runs · 121 hosts · 208 anomalies

Family-fingerprint consistency

  anthropic      194  ██████████████████████░░░   89% (suspicious)
  openai          12  ██░░░░░░░░░░░░░░░░░░░░░░░    6% (suspicious)
  unknown         10  █░░░░░░░░░░░░░░░░░░░░░░░░    5% (suspicious)
  zhipu            1  ░░░░░░░░░░░░░░░░░░░░░░░░░    0% (suspicious)
  deepseek         1  ░░░░░░░░░░░░░░░░░░░░░░░░░    0% (suspicious)

Observed V3 sub-model mapping

  → abstain                                 88 (40%) — low confidence
  → anthropic/claude-opus-4.5               39 (18%) ⚠ mismatch sim=0.77
  → anthropic/claude-sonnet-5               27 (12%) ⚠ mismatch sim=0.84
  → anthropic/claude-opus-4.7               22 (10%) ⚠ mismatch sim=0.74
  → unknown                                 13 ( 6%) ⚠ mismatch
  → anthropic/claude-fable-5                11 ( 5%) ⚠ mismatch sim=0.93
  → anthropic/claude-sonnet-4.6              9 ( 4%) ⚠ mismatch sim=0.71
  → anthropic/claude-sonnet-4.5              6 ( 3%) ⚠ mismatch sim=0.64
  → anthropic/claude-haiku-4.5               2 ( 1%) ⚠ mismatch sim=0.71
  → openai/gpt-5.4                           1 ( 0%) ⚠ mismatch sim=0.87

Capability score distribution (auxiliary)

  0-49     ███████████████░░░░░░░░░░  127
  50-69    █░░░░░░░░░░░░░░░░░░░░░░░░    4
  70-89    ████░░░░░░░░░░░░░░░░░░░░░   37
  90-100   ██████░░░░░░░░░░░░░░░░░░░   50

Host integrity ranking

HostRunsAverage scoreFamily matchMost common V3 match
https://api.tokeneasy.com.cn/v18690%anthropic/claude-opus-4.5 (2)
https://cc-vibe.com/v1800%anthropic/claude-opus-4.5 (1)
https://api.a6api.com/v17250%anthropic/claude-opus-4.5 (2)
https://turbo-api.com/v17960%anthropic/claude-sonnet-5 (6)
https://a6api.com/v16140%anthropic/claude-opus-4.5 (1)
https://www.yiyuantoken.com/v16620%anthropic/claude-opus-4.5 (4)
https://api.cosmoshub.tech/v1500%anthropic/claude-opus-4.5 (5)
https://xixiapi.cc/v1500%anthropic/claude-opus-4.7 (1)
https://ai.furry.vg/v15180%anthropic/claude-opus-4.7 (2)
https://opusrelay.com/v15770%
https://max20.cn/v15370%anthropic/claude-sonnet-5 (5)
https://www.cun.ai/v14210%anthropic/claude-sonnet-5 (1)
https://api.180txt.cn/v1400%anthropic/claude-opus-4.5 (1)
https://openlimits.app/v14450%anthropic/claude-opus-4.7 (1)
https://hk.xn--vduyey89e.com/v13890%anthropic/claude-sonnet-4.5 (1)
https://aicanapi.com/v1300%
https://bestoken.ai/v13900%anthropic/claude-opus-4.7 (3)
https://api.gpt2share.com/v13950%anthropic/claude-sonnet-5 (3)
https://mdkj.lol/v13300%
https://ppsubapi.com/v13850%anthropic/claude-opus-4.5 (1)
https://77code.fun/v12440%anthropic/claude-opus-4.7 (2)
https://beeapi.ai/v1200%anthropic/claude-sonnet-4.6 (1)
https://apiart.world/v12930%anthropic/claude-fable-5 (2)
https://shiteru.id/v1200%anthropic/claude-opus-4.5 (2)
https://seekai.cc/v1200%

Recent anomalies

https://kuai.dmxcode.com/v1Jul 30, 2026, 12:35 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
https://api.duckcoding.ai/v1Jul 29, 2026, 1:24 PM
Self-claimed model
claude-sonnet-5
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://77code.fun/v1Jul 28, 2026, 3:03 PM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.7 (sim 0.82)
Verdict
Full swap
https://77code.fun/v1Jul 28, 2026, 2:59 PM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.7 (sim 0.87)
Verdict
Full swap
https://api.cosmoshub.tech/v1Jul 28, 2026, 2:57 PM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.70)
Verdict
Full swap
https://api.tokeneasy.com.cn/v1Jul 28, 2026, 7:44 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.70)
Verdict
Full swap
https://api.tokeneasy.com.cn/v1Jul 28, 2026, 2:47 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-fable-5 (sim 1.00)
Verdict
Full swap
https://api.tokeneasy.com.cn/v1Jul 28, 2026, 2:30 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-fable-5 (sim 1.00)
Verdict
Full swap
https://beeapi.ai/v1Jul 27, 2026, 1:02 PM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-sonnet-4.6 (sim 0.82)
Verdict
Full swap
https://api.cosmoshub.tech/v1Jul 27, 2026, 11:51 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.72)
Verdict
Full swap
https://api.tokeneasy.com.cn/v1Jul 27, 2026, 8:38 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
https://api.tokeneasy.com.cn/v1Jul 27, 2026, 8:35 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.7 (sim 0.70)
Verdict
Full swap
https://api.tokeneasy.com.cn/v1Jul 27, 2026, 7:25 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.72)
Verdict
Full swap
https://www.xiaobaishu.org/v1Jul 27, 2026, 2:12 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
Verdict
Family mismatch
https://apinebula.ai/v1Jul 26, 2026, 5:32 PM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-sonnet-5 (sim 0.95)
Verdict
Full swap
https://api.freeaiapikey.com/v1Jul 26, 2026, 4:35 PM
Self-claimed model
anthropic/claude-sonnet-5
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
https://aierxin.cc/v1Jul 26, 2026, 11:55 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-sonnet-5 (sim 0.75)
Verdict
Full swap
https://api.qiuqiutoken.com/v1Jul 26, 2026, 3:49 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 1.00)
Verdict
Full swap
https://vyceai.com/v1Jul 26, 2026, 3:09 AM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
Verdict
Family mismatch
https://sub.aspirinz.cc/v1Jul 25, 2026, 5:20 PM
Self-claimed model
claude-sonnet-5
V2 predicted family
anthropic
V3 best match
anthropic/claude-sonnet-5 (sim 0.77)
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 claudesonnet5. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.

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