Implementation
Microsoft's ThinkingBox: best agents pass all 20 runs on 47.5% of tasks
Microsoft and Hugging Face graded 18 models on 507 workflows by the database they leave behind; the best passed 67% of single runs but 20 of 20 on under half.
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Microsoft and Hugging Face graded 18 models on 507 workflows by the database they leave behind; the best passed 67% of single runs but 20 of 20 on under half.
A solo developer's open-source benchmark counts the code 26 models added to DeepSWE tasks: Claude Fable 5 added 0.80x the average, Claude Opus 5 1.14x.
Meta launched Muse Wonder and Wonder Full on October 12. TechCrunch reports $4/$20 per million input/output tokens for Wonder; Full is subscription-only.