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claudeopus48 · Model identity and integrity report

Last updatedJul 30, 2026, 11:04 AM · Data window: past 90 days

Measured results (90 days)

3037 runs · 940 hosts · 2858 anomalies

Family-fingerprint consistency

  anthropic      2640  ██████████████████████░░░   87% (suspicious)
  unknown        179  ██░░░░░░░░░░░░░░░░░░░░░░░    6% (suspicious)
  deepseek       107  █░░░░░░░░░░░░░░░░░░░░░░░░    4% (suspicious)
  openai          69  █░░░░░░░░░░░░░░░░░░░░░░░░    2% (suspicious)
  qwen            32  ░░░░░░░░░░░░░░░░░░░░░░░░░    1% (suspicious)
  google           7  ░░░░░░░░░░░░░░░░░░░░░░░░░    0% (suspicious)
  zhipu            3  ░░░░░░░░░░░░░░░░░░░░░░░░░    0% (suspicious)

Observed V3 sub-model mapping

  → abstain                                1319 (43%) — low confidence
  → anthropic/claude-opus-4.5              581 (19%) ⚠ mismatch sim=0.68
  → anthropic/claude-opus-4.7              500 (16%) ⚠ mismatch sim=0.83
  → unknown                                268 ( 9%) ⚠ mismatch
  → anthropic/claude-fable-5                93 ( 3%) ⚠ mismatch sim=0.91
  → anthropic/claude-sonnet-4.6             79 ( 3%) ⚠ mismatch sim=0.75
  → anthropic/claude-opus-4.8               76 ( 3%) ⚠ mismatch sim=0.85
  → anthropic/claude-sonnet-5               53 ( 2%) ⚠ mismatch sim=0.71
  → anthropic/claude-sonnet-4.5             37 ( 1%) ⚠ mismatch sim=0.61
  → anthropic/claude-opus-4.6               14 ( 0%) ⚠ mismatch sim=0.78
  → openai/gpt-5.4                           5 ( 0%) ⚠ mismatch sim=0.95
  → openai/gpt-5.5                           5 ( 0%) ⚠ mismatch sim=0.95
  → anthropic/claude-haiku-4.5               4 ( 0%) ⚠ mismatch sim=0.72
  → openai/gpt-5.2                           2 ( 0%) ⚠ mismatch sim=0.74
  → deepseek/deepseek-v4-pro                 1 ( 0%) ⚠ mismatch sim=0.73

Capability score distribution (auxiliary)

  0-49     ██████████░░░░░░░░░░░░░░░  1219
  50-69    █░░░░░░░░░░░░░░░░░░░░░░░░   55
  70-89    ███████░░░░░░░░░░░░░░░░░░  836
  90-100   ████████░░░░░░░░░░░░░░░░░  927

Host integrity ranking

HostRunsAverage scoreFamily matchMost common V3 match
https://cc-vibe.com/v172400%anthropic/claude-opus-4.5 (12)
https://api.aisz.mom/v161750%anthropic/claude-opus-4.7 (13)
https://api.ethancode.xyz/v148760%anthropic/claude-opus-4.5 (11)
https://www.yiyuantoken.com/v144660%anthropic/claude-opus-4.5 (25)
https://deepkey.top/v144690%anthropic/claude-opus-4.5 (13)
https://a6api.com/v139350%anthropic/claude-opus-4.5 (13)
https://rsxermu666.cn/v130590%anthropic/claude-opus-4.5 (7)
https://apiclaude.cc/v130330%anthropic/claude-opus-4.5 (3)
https://mikucode.xyz/v125680%anthropic/claude-opus-4.7 (4)
https://api.a6api.com/v124340%anthropic/claude-opus-4.5 (16)
https://yunwu.ai/v122510%anthropic/claude-opus-4.5 (8)
https://chegnzi.top/v121710%anthropic/claude-fable-5 (6)
https://muyuan.do/v121470%anthropic/claude-sonnet-4.5 (3)
https://api.passionapi.com/v12000%anthropic/claude-opus-4.5 (10)
https://opusrelay.com/v119520%deepseek/deepseek-v4-pro (1)
https://cc.freemodel.dev/v119110%
https://api.shuaiapi.com/v118490%anthropic/claude-opus-4.7 (4)
https://sub.100xlabs.space/v118490%anthropic/claude-opus-4.5 (3)
https://turbo-api.com/v118900%anthropic/claude-sonnet-5 (4)
https://codexauv.com/v118840%anthropic/claude-sonnet-4.6 (6)
https://maxapi.hanyue.xyz/v117320%anthropic/claude-opus-4.5 (8)
https://api.llmapi.pro:99/v117460%anthropic/claude-opus-4.7 (2)
https://ai98pro.xyz/v117910%anthropic/claude-opus-4.7 (6)
https://api.lmuai.com/v116240%anthropic/claude-opus-4.5 (6)
https://api.vibelearning.top/v116730%anthropic/claude-opus-4.7 (5)

Recent anomalies

https://downstream.jbbtoken.cn/v1Jul 30, 2026, 10:45 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-sonnet-4.5 (sim 0.60)
Verdict
Full swap
https://api.kunkunout.com/v1Jul 30, 2026, 10:28 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
https://aiapi.market/v1Jul 30, 2026, 10:28 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.64)
Verdict
Full swap
https://api123.top/v1Jul 30, 2026, 9:12 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.70)
Verdict
Full swap
https://osss.ai/v1Jul 30, 2026, 9:07 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
https://www.yiyuantoken.com/v1Jul 30, 2026, 8:28 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.67)
Verdict
Full swap
https://tokken.cc/v1Jul 30, 2026, 8:12 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.70)
Verdict
Full swap
https://ai.luminai.cc/v1Jul 30, 2026, 6:42 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.68)
Verdict
Full swap
https://hk-user.twskyhope.top/v1Jul 30, 2026, 6:36 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.70)
Verdict
Full swap
https://ai.furry.vg/v1Jul 30, 2026, 6:08 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.92)
Verdict
Full swap
https://ai.furry.vg/v1Jul 30, 2026, 5:52 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.65)
Verdict
Full swap
https://hk-user.twskyhope.top/v1Jul 30, 2026, 5:46 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.67)
Verdict
Full swap
https://hanhaoshuai.dpdns.org/v1Jul 30, 2026, 3:37 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-sonnet-4.5 (sim 0.61)
Verdict
Full swap
https://tokken.cc/v1Jul 30, 2026, 2:35 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
https://zivv.pro/v1Jul 30, 2026, 2:34 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-fable-5 (sim 1.00)
Verdict
Full swap
https://cc-vibe.com/v1Jul 30, 2026, 1:41 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-sonnet-4.5 (sim 0.61)
Verdict
Full swap
https://api.a6api.com/v1Jul 30, 2026, 1:17 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
https://niuniutoken.com/v1Jul 30, 2026, 12:26 AM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-opus-4.5 (sim 0.67)
Verdict
Full swap
https://api.bbe.to/v1Jul 29, 2026, 6:45 PM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
https://code-cli.cn/v1Jul 29, 2026, 4:00 PM
Self-claimed model
claude-opus-4-8
V2 predicted family
anthropic
V3 best match
anthropic/claude-fable-5 (sim 0.85)
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 claudeopus48. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.

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