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finance

Best Model for Earnings Call Synthesis

Ranked models for summarizing earnings calls into key points, tone, and risks.

#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

42.4%

Score

54.5%

Confidence

29

Evidence

Runners-up:#2 gemini-2.5-pro (38.0%)#3 anthropic/claude-sonnet-4.6 (36.9%)#4 Grok-4-0709 (36.5%)

Ranked Models

30

Evidence Quality

90%

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%)

42.4%
#2gemini-2.5-pro

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

38.0%
#3anthropic/claude-sonnet-4.6

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

36.9%
#4Grok-4-0709
36.5%
#5gpt-5-mini-2025-08-07
35.4%
#6gpt-5-2025-08-07
34.0%
#7openai/gpt-5.4-2026-03-05
33.9%
#8google/gemini-3.1-pro-preview
33.8%
#9gpt-4.1-20250414
32.7%
#10gpt-5.1-2025-11-13
30.1%
#11gpt-5.2-2025-12-11
29.7%
#12anthropic/claude-opus-4-6-thinking
29.1%
#13xai-org/grok-4-fast-reasoning
29.0%
#14xai-org/grok-4-1-fast-reasoning
28.5%
#15gemini-3-flash-preview
28.2%
#16google/gemini-3.1-flash-lite-preview
28.2%
#17claude-sonnet-4-20250514
27.8%
#18anthropic/claude-opus-4-5-20251101-thinking
27.6%
#19kimi/kimi-k2.5-thinking
27.2%
#20claude-opus-4-5-20251101
26.2%
#21anthropic/claude-sonnet-4-5-20250929-thinking
25.8%
#22grok/grok-4.20-beta-0309-reasoning
25.4%
#24alibaba/qwen3.5-flash
23.7%
#25zai/glm-5-thinking
23.7%
#26anthropic/claude-haiku-4-5-20251001-thinking
22.9%
#27mistralai/mistral-large-2512
20.3%
#28xai-org/grok-4-1-fast-non-reasoning
20.2%
#29z-ai/glm-4.7
19.6%
#30qwen/qwen3-max
19.4%
#31Kimi K2 Thinking
19.1%

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%)

42.4%

Conf 54.5%

#2

gemini-2.5-pro

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

38.0%

Conf 55.4%

Full Comparison with Benchmark Evidence →
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