toptoolsai · Model identity and integrity report
Last updated：Sep 11, 2026, 12:10 PM · Data window: past 90 days
Measured results (90 days)
5 runs · 2 hosts · 5 anomalies
Family-fingerprint consistency
anthropic 4 ████████████████████░░░░░ 80% (suspicious) openai 1 █████░░░░░░░░░░░░░░░░░░░░ 20% (suspicious)
Observed V3 sub-model mapping
→ abstain 5 (100%) — low confidence
Capability score distribution (auxiliary)
0-49 █████████████████████████ 5 50-69 ░░░░░░░░░░░░░░░░░░░░░░░░░ 0 70-89 ░░░░░░░░░░░░░░░░░░░░░░░░░ 0 90-100 ░░░░░░░░░░░░░░░░░░░░░░░░░ 0
Host integrity ranking
| Host | Runs | Average score | Family match | Most common V3 match |
|---|---|---|---|---|
| https://top-tools-ai.com/api/v1 | 4 | 0 | 0% | — |
| http://161.97.109.243:18799/v1 | 1 | 0 | 0% | — |
Recent anomalies
https://top-tools-ai.com/api/v1Sep 9, 2026, 8:58 AM
- Self-claimed model
- Top-Tools-Ai
- V2 predicted family
- anthropic
- V3 best match
- —
- Verdict
- V3 low confidence · Abstain
https://top-tools-ai.com/api/v1Sep 9, 2026, 2:34 AM
- Self-claimed model
- Top-Tools-Ai
- V2 predicted family
- anthropic
- V3 best match
- —
- Verdict
- V3 low confidence · Abstain
https://top-tools-ai.com/api/v1Sep 8, 2026, 1:03 AM
- Self-claimed model
- Top-Tools-Ai
- V2 predicted family
- anthropic
- V3 best match
- —
- Verdict
- V3 low confidence · Abstain
https://top-tools-ai.com/api/v1Sep 8, 2026, 12:52 AM
- Self-claimed model
- Top-Tools-Ai
- V2 predicted family
- anthropic
- V3 best match
- —
- Verdict
- V3 low confidence · Abstain
http://161.97.109.243:18799/v1Aug 29, 2026, 10:11 PM
- Self-claimed model
- Top-Tools-Ai
- 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 toptoolsai. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.