ABRA - Easy: leaderboard
Metric: Easy-tier score (viewer control, DICOM metadata QA, vision probes), composite 0.2 Planning + 0.3 Execution + 0.5 Outcome, each normalised to 0-1, times 100; the agent operates an OHIF viewer and an Orthanc DICOM server through 21 tools, temperature 0, provider-default reasoning effort, single run; tasks that hit the turn cap without submitting score Outcome 0; higher is better. Source: arxiv.org. Saturation forecast: Not forecast. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 Nano | 92 |
| 2 | Claude Sonnet 4.6 | 91 |
| 3 | GPT-5.4 (2026-03-05) | 91 |
| 4 | Gemini 3 Flash (Preview) | 84 |
| 5 | Mistral Large 3 | 82 |
| 6 | Ministral 3 14B | 82 |
| 7 | Gemini 3.1 Pro (Preview) | 80 |
| 8 | Kimi K2.5 | 79 |
Interactive version: theaggregate.ai/benchmark?slug=abra-easy · How It Works · Data refreshed daily, snapshot 2026-10-07.