Dashboard narratives
Generate weekly KPI narratives and investigation suggestions.
Provisional leader
gpt-5-2025-08-07
Current leader based on limited benchmark evidence. Treat this ranking as directional until coverage improves.
25.2%
Best benchmark score
33.9%
Confidence
All ranked models — top 3
Ranked Models
30
Evidence Quality
82%
Evidence Points
29
Top Signal
SciArena Leaderboard: rating_elo
All Ranked Models
| Rank | Model | Score |
|---|---|---|
| 🥇 | gpt-5-2025-08-07 Strong on SciArena Leaderboard rating_elo and FACTS Benchmark Suite facts_grounding_score_pct | 25.2% |
| 🥈 | gemini-3.1-pro-preview Strong on Vals Finance Agent overall_accuracy_pct and FACTS Benchmark Suite facts_search_score_pct | 24.1% |
| 🥉 | gemini-2.5-pro Strong on FACTS Benchmark Suite facts_grounding_score_pct and Vectara HHEM Leaderboard overall_hallucination_error_pct | 20.9% |
| #4 | o3-20250416 Strong on SciArena Leaderboard rating_elo and LiveSQLBench success_rate_pct | 20.0% |
| #5 | gpt-5-mini-2025-08-07 Strong on SciArena Leaderboard rating_elo and Vals Finance Agent overall_accuracy_pct | 19.9% |
| #6 | gemini-3-pro-preview Strong on SciArena Leaderboard rating_elo and Vals Finance Agent overall_accuracy_pct | 19.3% |
| #7 | claude-sonnet-4 Strong on LiveSQLBench success_rate_pct and Vectara HHEM Leaderboard overall_hallucination_error_pct | 19.0% |
| #8 | gemini-3-flash-preview Strong on Vals CorpFin v2 overall_accuracy_pct and FACTS Benchmark Suite facts_grounding_score_pct | 18.4% |
| #9 | Grok-4-0709 Strong on Vals CorpFin v2 overall_accuracy_pct and Vals Finance Agent overall_accuracy_pct | 18.1% |
| #10 | gpt-5.2-2025-12-11 Strong on FACTS Benchmark Suite facts_grounding_score_pct and Vals CorpFin v2 overall_accuracy_pct | 17.8% |
| #11 | gemini-3.1-flash-lite-preview Strong on FACTS Benchmark Suite facts_grounding_score_pct and Vectara HHEM Leaderboard overall_hallucination_error_pct | 17.0% |
| #12 | claude-sonnet-4.6 Strong on Vals Finance Agent overall_accuracy_pct and Vals CorpFin v2 overall_accuracy_pct | 16.8% |
| #13 | gpt-4.1-20250414 Strong on Vectara HHEM Leaderboard overall_hallucination_error_pct and Vals CorpFin v2 overall_accuracy_pct | 16.3% |
| #14 | gpt-5.4-2026-03-05 Strong on Vectara HHEM Leaderboard overall_hallucination_error_pct and Vals CorpFin v2 overall_accuracy_pct | 15.8% |
| #15 | claude-opus-4-5-20251101 Strong on FACTS Benchmark Suite facts_grounding_score_pct and Vals CorpFin v2 overall_accuracy_pct | 15.4% |
| #16 | deepseek-r1 Strong on DuckDB NSQL Leaderboard all_execution_accuracy and LiveSQLBench success_rate_pct | 15.3% |
| #17 | gpt-5.1-2025-11-13 Strong on Vals Finance Agent overall_accuracy_pct and Vals CorpFin v2 overall_accuracy_pct | 14.3% |
| #18 | grok-4-fast-reasoning Strong on Vals CorpFin v2 overall_accuracy_pct and Vals Finance Agent overall_accuracy_pct | 14.2% |
| #19 | qwen-2.5-72b-instruct Strong on DuckDB NSQL Leaderboard all_execution_accuracy and JSONSchemaBench Leaderboard medium_schema_compliance_pct | 13.8% |
| #20 | Claude-3.5-Sonnet Strong on DuckDB NSQL Leaderboard all_execution_accuracy and LLM-AggreFact Leaderboard average_score_pct | 13.6% |
| #21 | gemini-2.5-flash Strong on FACTS Benchmark Suite facts_grounding_score_pct and Vectara HHEM Leaderboard overall_hallucination_error_pct | 13.6% |
| #22 | gpt-4o Strong on DuckDB NSQL Leaderboard all_execution_accuracy and JSONSchemaBench Leaderboard medium_schema_compliance_pct | 12.8% |
| #23 | grok-4-1-fast-reasoning Strong on Vals CorpFin v2 overall_accuracy_pct and Vals Finance Agent overall_accuracy_pct | 12.7% |
| #25 | gpt-4o-20241120 Strong on DuckDB NSQL Leaderboard all_execution_accuracy and DuckDB NSQL Leaderboard hard_execution_accuracy | 12.4% |
| #26 | o4-mini Strong on LiveSQLBench success_rate_pct and Vals CorpFin v2 overall_accuracy_pct | 12.1% |
| #28 | claude-opus-4-6-thinking Strong on Vals CorpFin v2 overall_accuracy_pct and Vals Finance Agent overall_accuracy_pct | 11.7% |
| #29 | grok-3 Strong on Vectara HHEM Leaderboard overall_hallucination_error_pct and Vals CorpFin v2 overall_accuracy_pct | 11.5% |
| #30 | gpt-4o-2024-08-06 Strong on DuckDB NSQL Leaderboard all_execution_accuracy and Vectara HHEM Leaderboard overall_hallucination_error_pct | 11.2% |
| #31 | kimi-k2.5-thinking Strong on Vals CorpFin v2 overall_accuracy_pct and Vals Finance Agent overall_accuracy_pct | 11.2% |
| #32 | claude-opus-4-6 Strong on LiveSQLBench success_rate_pct and AgentSet LLM Leaderboard elo_score | 10.9% |
Compare Models
▶Ranking diagnostics & missing models
Source lift
Ranked
56
Sources
8
Quality
Low
Vals CorpFin v2
Vals MedQA
Vals Finance Agent
Vals Tax Eval v2
Missing frontier models
No obvious gaps right now.
▶Taxonomy & task details
Core tasks
Required modes
Domains
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