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finance

Best LLM for Financial Filings

Compare models for summarizing SEC filings with conservative factuality and risk highlights.

#1 Recommendation

gemini-3-pro-preview

Strong on Vals Finance Agent overall_accuracy_pct (87%) and Vals CorpFin v2 overall_accuracy_pct (87%)

external/google/gemini-3-pro-preview

36.7%

Score

47.2%

Confidence

29

Evidence

Ranked Models

30

Evidence Quality

88%

Scoring

Benchmark-backed

Top Signal

Vals Finance Agent: overall_accuracy_pct

All Ranked Models

Max params:
Min confidence:
30 of 30
RankModelScore
#1gemini-3-pro-preview

Strong on Vals Finance Agent overall_accuracy_pct (87%) and Vals CorpFin v2 overall_accuracy_pct (87%)

36.7%
#2gemini-2.5-pro

Strong on FACTS Benchmark Suite facts_grounding_score_pct (100%) and Vals CorpFin v2 overall_accuracy_pct (78%)

32.9%
#3anthropic/claude-sonnet-4.6

Strong on Vals Finance Agent overall_accuracy_pct (100%) and Vals CorpFin v2 overall_accuracy_pct (91%)

31.9%
#4Grok-4-0709
31.6%
#5gpt-5-mini-2025-08-07
30.6%
#6gpt-4.1-20250414
30.5%
#7gpt-5-2025-08-07
29.5%
#8openai/gpt-5.4-2026-03-05
29.4%
#9google/gemini-3.1-pro-preview
29.3%
#10gpt-5.1-2025-11-13
26.1%
#11gpt-5.2-2025-12-11
25.7%
#12anthropic/claude-opus-4-6-thinking
25.2%
#13xai-org/grok-4-fast-reasoning
25.1%
#14xai-org/grok-4-1-fast-reasoning
24.6%
#15gemini-3-flash-preview
24.5%
#16google/gemini-3.1-flash-lite-preview
24.4%
#17claude-sonnet-4-20250514
24.0%
#18anthropic/claude-opus-4-5-20251101-thinking
23.9%
#19kimi/kimi-k2.5-thinking
23.5%
#20claude-opus-4-5-20251101
22.7%
#21anthropic/claude-sonnet-4-5-20250929-thinking
22.3%
#22grok/grok-4.20-beta-0309-reasoning
22.0%
#24alibaba/qwen3.5-flash
20.5%
#25zai/glm-5-thinking
20.5%
#26anthropic/claude-haiku-4-5-20251001-thinking
19.8%
#27mistralai/mistral-large-2512
17.5%
#28xai-org/grok-4-1-fast-non-reasoning
17.5%
#29z-ai/glm-4.7
17.0%
#30qwen/qwen3-max
16.8%
#31Kimi K2 Thinking
16.6%

Head-to-Head: #1 vs #2

#1

Top Pick

gemini-3-pro-preview

Strong on Vals Finance Agent overall_accuracy_pct (87%) and Vals CorpFin v2 overall_accuracy_pct (87%)

36.7%

Conf 47.2%

#2

gemini-2.5-pro

Strong on FACTS Benchmark Suite facts_grounding_score_pct (100%) and Vals CorpFin v2 overall_accuracy_pct (78%)

32.9%

Conf 48.0%

Related Lookups

Best LLM for Financial Filings (2026) | BasedAGI