Benchmark Coding Agents on Your Own Codebase with Superconductor

sergeykarayev · x · 2026-07-28

Superconductor introduced a custom SWE-bench service that allows teams to evaluate coding agents directly on their own codebases. The tool infers original specs from merged pull requests, asks agents to implement them without seeing the existing solutions, and then evaluates the results based on correctness, completeness, and code quality.

Supporting any tech stack, the service aims to help teams choose the right agent based on empirical quality, cost, and speed tradeoffs rather than just "vibes." The first run is free for the first 50 teams.

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