deepseekv41flashfree · Model identity and integrity report
Last updated：Sep 15, 2026, 4:25 AM · Data window: past 90 days
Measured results (90 days)
5 runs · 3 hosts · 5 anomalies
Family-fingerprint consistency
deepseek 3 ███████████████░░░░░░░░░░ 60% (suspicious) anthropic 2 ██████████░░░░░░░░░░░░░░░ 40% (suspicious)
Observed V3 sub-model mapping
→ abstain 4 (80%) — low confidence → deepseek/deepseek-v4-pro 1 (20%) ⚠ mismatch sim=0.66
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://tokenharbor.ai/v1 | 2 | 0 | 0% | deepseek/deepseek-v4-pro (1) |
| http://43.156.164.238:20128/v1 | 2 | 0 | 0% | — |
| https://eceasycli-proxy-apilatest-production-7d64.up.railway.app/v1 | 1 | 0 | 0% | — |
Recent anomalies
https://tokenharbor.ai/v1Sep 15, 2026, 2:28 AM
- Self-claimed model
- deepseek-v4.1-flash:free
- V2 predicted family
- deepseek
- V3 best match
- deepseek/deepseek-v4-pro (sim 0.66)
- Verdict
- Full swap
https://tokenharbor.ai/v1Sep 11, 2026, 1:09 PM
- Self-claimed model
- deepseek-v4.1-flash:free
- V2 predicted family
- deepseek
- V3 best match
- —
- Verdict
- V3 low confidence · Abstain
http://43.156.164.238:20128/v1Sep 11, 2026, 7:23 AM
- Self-claimed model
- bp/qw/deepseek-v4.1-flash:free
- V2 predicted family
- anthropic
- V3 best match
- —
- Verdict
- V3 low confidence · Abstain
http://43.156.164.238:20128/v1Sep 11, 2026, 7:14 AM
- Self-claimed model
- bp/qw/deepseek-v4.1-flash:free
- V2 predicted family
- anthropic
- V3 best match
- —
- Verdict
- V3 low confidence · Abstain
https://eceasycli-proxy-apilatest-production-7d64.up.railway.app/v1Sep 10, 2026, 7:01 PM
- Self-claimed model
- deepseek-v4.1-flash:free
- V2 predicted family
- deepseek
- 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 deepseekv41flashfree. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.