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healthcare

Best Model for Clinical Note Drafting

Ranked models for summarizing encounters into structured clinical notes for review.

#1 Recommendation

gpt-4.1-20250414

Strong on Galileo Agent Leaderboard v2 Healthcare AC (100%) and MMLongBench-Doc Leaderboard acc_score_pct (75%)

external/openai/gpt-4-1-20250414

20.8%

Score

27.0%

Confidence

22

Evidence

Runners-up:#2 gemini-2.5-flash (19.8%)#3 claude-sonnet-4-20250514 (19.7%)#4 gemini-2.5-pro (19.5%)

Ranked Models

30

Evidence Quality

80%

Scoring

Benchmark-backed

Top Signal

Galileo Agent Leaderboard v2: Healthcare AC

All Ranked Models

Max params:
Min confidence:
30 of 30
RankModelScore
#1gpt-4.1-20250414

Strong on Galileo Agent Leaderboard v2 Healthcare AC (100%) and MMLongBench-Doc Leaderboard acc_score_pct (75%)

20.8%
#2gemini-2.5-flash

Strong on BRIDGE Medical Leaderboard average_performance_pct (100%) and Vals MedScribe overall_accuracy_pct (85%)

19.8%
#3claude-sonnet-4-20250514

Strong on Galileo Agent Leaderboard v2 Healthcare AC (100%) and Vals MedQA overall_accuracy_pct (88%)

19.7%
#4gemini-2.5-pro
19.5%
#5qwen-2.5-72b-instruct
16.9%
#6gpt-4o
16.8%
#7gemini-3-pro-preview
16.3%
#8Grok-4-0709
15.8%
#9google/gemini-3.1-pro-preview
15.4%
#10claude-opus-4-5-20251101
14.9%
#11gpt-5-mini-2025-08-07
14.3%
#12openai/gpt-5.4-2026-03-05
13.9%
#13gemini-3-flash-preview
13.4%
#14gpt-5-2025-08-07
13.3%
#15gpt-5.1-2025-11-13
12.9%
#17gpt-4.1-mini-20250414
11.7%
#18xai-org/grok-4-fast-reasoning
11.7%
#20anthropic/claude-opus-4-6-thinking
11.6%
#21anthropic/claude-opus-4-1-20250805
11.4%
#22anthropic/claude-opus-4-5-20251101-thinking
11.4%
#23gpt-5.2-2025-12-11
11.4%
#24anthropic/claude-sonnet-4.6
11.3%
#25xai-org/grok-4-1-fast-reasoning
10.8%
#26anthropic/claude-sonnet-4-5-20250929-thinking
10.5%
#28o3-20250416
10.2%
#29google/gemini-2.0-flash-001
10.0%
#30kimi/kimi-k2.5-thinking
9.9%
#31gpt-4o-2024-08-06
9.7%
#33deepseek/deepseek-r1
9.4%
#35openai/gpt-4o-mini-2024-07-18
9.1%

Head-to-Head: #1 vs #2

#1

Top Pick

gpt-4.1-20250414

Strong on Galileo Agent Leaderboard v2 Healthcare AC (100%) and MMLongBench-Doc Leaderboard acc_score_pct (75%)

20.8%

Conf 27.0%

#2

gemini-2.5-flash

Strong on BRIDGE Medical Leaderboard average_performance_pct (100%) and Vals MedScribe overall_accuracy_pct (85%)

19.8%

Conf 26.2%

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

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