RadLE 2.0
Models diagnose single-image radiology cases with a confidence score from 0 to 4, or say they do not know. A confidence-weighted index rewards right answers and penalizes confident errors.
The primary metric RadLE-C runs from 0 to 2000. It is larger than 1.0 and adds open-source and medical vision-language models, so scores do not compare.
- Level
- Expert Specialists with years of training, often over hours of work
- Scored
- Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
- Answers
- Short answer A number, word or short string matched to a key.
Claude Fable 5 leads with 758.0 among models released by Jul 2026
Best score per entry from the benchmark's own leaderboard, read on 2 Nov 2026. Where a model ran with several settings or harnesses, we keep its best. Names in gray aren't in our model list: fine-tunes, agent systems, products and older models. They don't count toward leaders.
The newest model with a score here came out in Jul 2026, and nobody has tested a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:
- GPT-6 Astra
- Claude Opus 5.5
- GPT-6.1 Terra
- GPT-6.1 Sol
- and 15 more
- 758.0 Claude Fable 5
- 735.0
Muse Spark 1.1
- 665.0 GPT-5.6 Sol Pro
- 660.0
Gemini 3.1 Pro
- 541.0 OctoMed 7B
- 524.0 Grok 4.5
- 476.0 Nemotron 3 Omni
- 472.0
Qwen3.7-Plus
- 409.0 GLM-5V-Turbo
- 350.0
MiniMax-M3
- 336.0
Gemma 4 31B IT
- 284.0 Lingshu 32B
- 277.0 MedGemma 1.5 4B
- 263.0
Llama 4 Maverick
- 241.0
InternVL3.5-8B
- 181.0
Mistral Large 3
- 1 Claude Fable 5 758.0
- 2
Muse Spark 1.1 735.0
- 3 GPT-5.6 Sol Pro 665.0
- 4
Gemini 3.1 Pro 660.0
- 5 OctoMed 7B 541.0
- 6 Grok 4.5 524.0
- 7 Nemotron 3 Omni 476.0
- 8
Qwen3.7-Plus 472.0
- 9 GLM-5V-Turbo 409.0
- 10
MiniMax-M3 350.0
- 11
Gemma 4 31B IT 336.0
- 12 Lingshu 32B 284.0
- 13 MedGemma 1.5 4B 277.0
- 14
Llama 4 Maverick 263.0
- 15
InternVL3.5-8B 241.0
- 16
Mistral Large 3 181.0
| # | Entry | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | Claude Fable 5 | 758.0 | Jun 2026 | Official leaderboard | |
| 2 | | 735.0 | Jul 2026 | Official leaderboard | |
| 3 | GPT-5.6 Sol Pro | 665.0 | Jul 2026 | Official leaderboard | |
| 4 | | 660.0 | Feb 2026 | Official leaderboard | |
| 5 | OctoMed 7B | 541.0 | Official leaderboard | ||
| 6 | Grok 4.5 | 524.0 | Jul 2026 | Official leaderboard | |
| 7 | Nemotron 3 Omni | 476.0 | Official leaderboard | ||
| 8 | | 472.0 | Jun 2026 | Official leaderboard | |
| 9 | GLM-5V-Turbo | 409.0 | Apr 2026 | Official leaderboard | |
| 10 | | 350.0 | Jun 2026 | Official leaderboard | |
| 11 | | 336.0 | Apr 2026 | Official leaderboard | |
| 12 | Lingshu 32B | 284.0 | Official leaderboard | ||
| 13 | MedGemma 1.5 4B | 277.0 | Official leaderboard | ||
| 14 | | 263.0 | Apr 2025 | Official leaderboard | |
| 15 | | 241.0 | Aug 2025 | Official leaderboard | |
| 16 | | 181.0 | Dec 2025 | Official leaderboard |
Number one over time
Lab claims count from the day the card came out, independent runs from the model’s release.
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
No lab model card reports it yet
We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark.
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