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We analyzed 1,781 real agent traces from @huggingface to understand what actually drives agent success across models, benchmarks, and harnesses. What we found: - The harness matters ~7× more than the model. - Open-weight models are production-ready for coding. - Cost per task and cost per success rank configs very differently.
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