Inference
Wisedocs and Artificial Analysis

Medical Long Context Reasoning (MLCR-AA)

An open benchmark from Wisedocs, run by Artificial Analysis, measuring how well models reason over long, fragmented medical records with multi-document synthesis.

ModelsModels with a result.16
Top resultBest result on this test.71.1%Claude Fable 5.1
Top-3 spreadPoints from first to third.15.5 pts
YearYear of release.2026

Result and price

020406080100$0.3$1$3$10$30$100RESULTOUTPUT PRICE PER 1M TOKENS · LOG SCALE

Results

16 results
#ModelResultThe score from the source.
01Claude Fable 5.171.1%
02Claude Fable 564.4%
03Claude Opus 555.6%
04Claude Sonnet 555.0%
05GLM-5.3-Flash51.1%
06GLM-5.348.3%
07Muse Spark 1.343.3%
08Kimi K338.3%
09GPT-6 Astra35.0%
10GPT-5.6 Sol26.1%
11DeepSeek V4.1 Flash22.8%
12Gemini 3.8 Flash21.7%
12Qwen3.8-27B21.7%
14Muse Glimmer 30B20.0%
15GPT-5.6 Luna19.4%
16MiniMax M317.2%