Threat Intelligence Analysis
Analyzing threat reports, CVEs, and security advisories to produce structured risk assessments.
Provisional leader
gemini-2.5-pro
Current leader based on limited benchmark evidence. Treat this ranking as directional until coverage improves.
27.4%
Best benchmark score
43.0%
Confidence
All ranked models — top 3
Ranked Models
30
Evidence Quality
80%
Evidence Points
32
Top Signal
BaxBench Leaderboard: average_secure_pass_1_pct
All Ranked Models
| Rank | Model | Score |
|---|---|---|
| 🥇 | gemini-2.5-pro Strong on BaxBench Leaderboard average_secure_pass_1_pct and FACTS Benchmark Suite facts_grounding_score_pct | 27.4% |
| 🥈 | gpt-5-2025-08-07 Strong on BaxBench Leaderboard average_secure_pass_1_pct and FACTS Benchmark Suite facts_grounding_score_pct | 22.3% |
| 🥉 | o3-20250416 Strong on BaxBench Leaderboard average_secure_pass_1_pct and VADER Leaderboard mean_score_pct | 20.7% |
| #4 | gemini-3.1-pro-preview Strong on Vals Finance Agent overall_accuracy_pct and FACTS Benchmark Suite facts_search_score_pct | 20.7% |
| #5 | gpt-4.1-20250414 Strong on Vectara HHEM Leaderboard overall_hallucination_error_pct and Vals CorpFin v2 overall_accuracy_pct | 18.7% |
| #6 | claude-sonnet-4 Strong on BaxBench Leaderboard average_secure_pass_1_pct and Vectara HHEM Leaderboard overall_hallucination_error_pct | 18.1% |
| #7 | gpt-5-mini-2025-08-07 Strong on Vals Finance Agent overall_accuracy_pct and Vals CorpFin v2 overall_accuracy_pct | 17.9% |
| #8 | gemini-3-flash-preview Strong on Vals CorpFin v2 overall_accuracy_pct and FACTS Benchmark Suite facts_grounding_score_pct | 15.8% |
| #9 | gemini-3-pro-preview Strong on Vals Finance Agent overall_accuracy_pct and Vals CorpFin v2 overall_accuracy_pct | 15.8% |
| #10 | Grok-4-0709 Strong on Vals CorpFin v2 overall_accuracy_pct and Vals Finance Agent overall_accuracy_pct | 15.5% |
| #11 | gpt-5.2-2025-12-11 Strong on FACTS Benchmark Suite facts_grounding_score_pct and Vals CorpFin v2 overall_accuracy_pct | 15.3% |
| #12 | gemini-3.1-flash-lite-preview Strong on FACTS Benchmark Suite facts_grounding_score_pct and Vectara HHEM Leaderboard overall_hallucination_error_pct | 14.6% |
| #13 | claude-sonnet-4.6 Strong on Vals Finance Agent overall_accuracy_pct and Vals CorpFin v2 overall_accuracy_pct | 14.4% |
| #14 | gemini-2.5-flash Strong on FACTS Benchmark Suite facts_grounding_score_pct and Vectara HHEM Leaderboard overall_hallucination_error_pct | 13.6% |
| #15 | gpt-5.4-2026-03-05 Strong on Vectara HHEM Leaderboard overall_hallucination_error_pct and Vals CorpFin v2 overall_accuracy_pct | 13.6% |
| #16 | claude-opus-4-5-20251101 Strong on FACTS Benchmark Suite facts_grounding_score_pct and Vals CorpFin v2 overall_accuracy_pct | 13.2% |
| #17 | gpt-5.1-2025-11-13 Strong on Vals Finance Agent overall_accuracy_pct and Vals CorpFin v2 overall_accuracy_pct | 12.3% |
| #18 | grok-4-fast-reasoning Strong on Vals CorpFin v2 overall_accuracy_pct and Vals Finance Agent overall_accuracy_pct | 12.2% |
| #19 | Claude-3.5-Sonnet Strong on BaxBench Leaderboard average_secure_pass_1_pct and LLM-AggreFact Leaderboard average_score_pct | 12.1% |
| #20 | grok-3 Strong on BaxBench Leaderboard average_secure_pass_1_pct and Vectara HHEM Leaderboard overall_hallucination_error_pct | 11.8% |
| #21 | gpt-4.1 Strong on BaxBench Leaderboard average_secure_pass_1_pct and DuckDB NSQL Leaderboard all_execution_accuracy | 11.4% |
| #22 | grok-4-1-fast-reasoning Strong on Vals CorpFin v2 overall_accuracy_pct and Vals Finance Agent overall_accuracy_pct | 10.9% |
| #23 | gpt-4.1-mini-20250414 Strong on OpenVLM OCRBench Official ocrbench_score_pct and Vals CorpFin v2 overall_accuracy_pct | 10.5% |
| #25 | claude-opus-4-6-thinking Strong on Vals CorpFin v2 overall_accuracy_pct and Vals Finance Agent overall_accuracy_pct | 10.1% |
| #26 | kimi-k2.5-thinking Strong on Vals CorpFin v2 overall_accuracy_pct and Vals Finance Agent overall_accuracy_pct | 9.6% |
| #27 | claude-opus-4-5-20251101-thinking Strong on Vals Finance Agent overall_accuracy_pct and Vals CorpFin v2 overall_accuracy_pct | 9.3% |
| #28 | deepseek-r1 Strong on BaxBench Leaderboard average_secure_pass_1_pct and SYCON Bench (Table 2) sycon_unethical_tof_pct | 9.3% |
| #29 | gpt-4o Strong on OpenVLM OCRBench Official ocrbench_score_pct and BaxBench Leaderboard average_secure_pass_1_pct | 9.0% |
| #30 | gpt-4o-2024-05-13 Strong on LLM Trustworthy Leaderboard privacy and LLM Trustworthy Leaderboard adv | 8.8% |
| #31 | claude-sonnet-4-5-20250929-thinking Strong on Vals Finance Agent overall_accuracy_pct and Vals CorpFin v2 overall_accuracy_pct | 8.7% |
Compare Models
▶Ranking diagnostics & missing models
Source lift
Ranked
54
Sources
8
Quality
Low
Vals CorpFin v2
Vals Legal Bench
Vals Finance Agent
Vals MedQA
Missing frontier models
No obvious gaps right now.