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SWE-bench remains the standard baseline with 2,294 tasks from 12 Python repositories. Terminal-Bench tests real terminal environments, while SWE-Bench Pro covers 1,865 enterprise-like problems. Multi-SWE-bench extends to 1,632 instances across seven languages. ProgramBench rebuilds programs from binaries using 248,000 behavioral tests.
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