BasedAGIBasedAGI
Menu
Rankings live

finance

Best LLM for KYC Profile Synthesis

Ranked models for turning identity documents into structured KYC profiles.

#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

39.8%

Score

51.2%

Confidence

29

Evidence

Runners-up:#2 gemini-2.5-pro (35.7%)#3 anthropic/claude-sonnet-4.6 (34.6%)#4 Grok-4-0709 (34.2%)

Ranked Models

30

Evidence Quality

89%

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%)

39.8%
#2gemini-2.5-pro

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

35.7%
#3anthropic/claude-sonnet-4.6

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

34.6%
#4Grok-4-0709
34.2%
#5gpt-5-mini-2025-08-07
33.2%
#6gpt-5-2025-08-07
31.9%
#7openai/gpt-5.4-2026-03-05
31.8%
#8google/gemini-3.1-pro-preview
31.7%
#9gpt-4.1-20250414
30.7%
#10gpt-5.1-2025-11-13
28.3%
#11gpt-5.2-2025-12-11
27.9%
#12anthropic/claude-opus-4-6-thinking
27.3%
#13xai-org/grok-4-fast-reasoning
27.2%
#14xai-org/grok-4-1-fast-reasoning
26.7%
#15gemini-3-flash-preview
26.5%
#16google/gemini-3.1-flash-lite-preview
26.5%
#17claude-sonnet-4-20250514
26.1%
#18anthropic/claude-opus-4-5-20251101-thinking
25.9%
#19kimi/kimi-k2.5-thinking
25.5%
#20claude-opus-4-5-20251101
24.6%
#21anthropic/claude-sonnet-4-5-20250929-thinking
24.2%
#22grok/grok-4.20-beta-0309-reasoning
23.8%
#24alibaba/qwen3.5-flash
22.2%
#25zai/glm-5-thinking
22.2%
#26anthropic/claude-haiku-4-5-20251001-thinking
21.5%
#27mistralai/mistral-large-2512
19.0%
#28xai-org/grok-4-1-fast-non-reasoning
18.9%
#29z-ai/glm-4.7
18.4%
#30qwen/qwen3-max
18.2%
#31Kimi K2 Thinking
17.9%

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%)

39.8%

Conf 51.2%

#2

gemini-2.5-pro

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

35.7%

Conf 52.0%

Full Comparison with Benchmark Evidence →
Full Use-Case PageBrowse All Use CasesHow We Score

Related Lookups

Best LLM for Code Generation

Benchmark-backed ranking of models for generating correct, secure code from requirements.

Best LLM for Debugging

Find the top-ranked models for localizing bugs and proposing fixes with explanations.

Best LLM for Unit Test Generation

Ranked models for generating meaningful unit tests and edge cases from code.

Best LLM for Code Review

Compare models for automated PR review covering correctness, security, and maintainability.

Best LLM for Refactoring

Ranked models for safely refactoring code while preserving behavior and improving clarity.

Best LLM for IDE Code Completion

Compare models for fast, accurate local-context code completion and snippet generation.