ClinSQL - Medication Management: leaderboard

Metric: Execution Score (%). Source: arxiv.org. Saturation forecast: Around December 2026. 22 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro77.38
2GPT-5 Mini75.06
3DeepSeek R1 052872.87
4GPT-5 Chat71.07
5GPT-4.171.03
6O4 Mini (2025-04-16)70.01
7Gemini 2.5 Flash67.96
8Grok 4 Fast (Reasoning)67.01
9Qwen 3 Coder 480B A35B Instruct66.38
10Qwen 3 235B A22B 2507 FP8 (Thinking)62.32
11DeepSeek V3.162.13
12Qwen 3 235B A22B 2507 Instruct60.35
13Mistral Medium 358.6
14GPT-5 Nano58.35
15Qwen 3 Next 80B A3B Instruct52.76

Interactive version: theaggregate.ai/benchmark?slug=clinsql-medication-management · How It Works · Data refreshed daily, snapshot 2026-09-25.