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Best LLM for Chart Analysis

Ranked models for reading charts, graphs, and dashboards to extract insights and answer questions.

#1 Recommendation

gemini-2.5-pro

Strong on MWS Vision Bench validation_overall_score (93%) and FACTS Benchmark Suite facts_grounding_score_pct (100%)

external/google/gemini-2-5-pro

22.2%

Score

32.1%

Confidence

26

Evidence

Runners-up:#2 gemini-3-pro-preview (21.8%)#3 gpt-4.1-20250414 (16.7%)#4 anthropic/claude-sonnet-4.6 (15.7%)

Ranked Models

30

Evidence Quality

80%

Scoring

Benchmark-backed

Top Signal

MWS Vision Bench: validation_overall_score

All Ranked Models

Max params:
Min confidence:
30 of 30
RankModelScore
#1gemini-2.5-pro

Strong on MWS Vision Bench validation_overall_score (93%) and FACTS Benchmark Suite facts_grounding_score_pct (100%)

22.2%
#2gemini-3-pro-preview

Strong on FACTS Benchmark Suite facts_grounding_score_pct (88%) and FACTS Benchmark Suite facts_search_score_pct (100%)

21.8%
#3gpt-4.1-20250414

Strong on Vectara HHEM Leaderboard overall_hallucination_error_pct (82%) and Vals CorpFin v2 overall_accuracy_pct (85%)

16.7%
#4anthropic/claude-sonnet-4.6
15.7%
#5gpt-5-2025-08-07
15.6%
#6gpt-5-mini-2025-08-07
15.4%
#7Grok-4-0709
15.3%
#8gemini-3-flash-preview
15.1%
#9google/gemini-3.1-pro-preview
14.4%
#10gemini-2.5-flash
14.4%
#11openai/gpt-5.4-2026-03-05
14.2%
#12claude-opus-4-5-20251101
13.7%
#13qwen-2.5-72b-instruct
13.0%
#15gpt-5.1-2025-11-13
12.6%
#16claude-sonnet-4-20250514
12.5%
#17gpt-4o
12.2%
#18deepseek/deepseek-r1
12.2%
#19google/gemini-3.1-flash-lite-preview
11.8%
#20gpt-4o-20241120
11.6%
#21xai-org/grok-4-fast-reasoning
11.6%
#22xai-org/grok-4-1-fast-reasoning
11.1%
#23anthropic/claude-opus-4-6-thinking
11.0%
#24gpt-5.2-2025-12-11
11.0%
#25gpt-4o-2024-08-06
10.6%
#26openai/gpt-4.1
10.5%
#27kimi/kimi-k2.5-thinking
10.4%
#29anthropic/claude-opus-4-5-20251101-thinking
10.2%
#30x-ai/grok-3
10.0%
#32anthropic/claude-sonnet-4-5-20250929-thinking
9.5%
#33grok/grok-4.20-beta-0309-reasoning
9.3%

Head-to-Head: #1 vs #2

#1

Top Pick

gemini-2.5-pro

Strong on MWS Vision Bench validation_overall_score (93%) and FACTS Benchmark Suite facts_grounding_score_pct (100%)

22.2%

Conf 32.1%

#2

gemini-3-pro-preview

Strong on FACTS Benchmark Suite facts_grounding_score_pct (88%) and FACTS Benchmark Suite facts_search_score_pct (100%)

21.8%

Conf 28.3%

Full Comparison with Benchmark Evidence →
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