Dev.to
5/5/2026

The original title is about spinning a benchmark into its own repo and why every dev tool with a benchmark should do the same.
Original: Why I spun my benchmark into its own repo (and why every dev tool with a benchmark should)
Short summary
The author moved their MCP server benchmark out of the main repo into a standalone repository to improve credibility and enable competitor participation. A separate benchmark repo prevents perception bias, eliminates barriers for competitors to propose improvements, and mirrors industry standards like MLPerf and TPC benchmarks. Success requires publishing losses, inviting competitors to submit baselines, and structurally separating evaluation from the product.
- •Moving benchmarks out of product repos improves credibility and competitor participation
- •Standalone structure mirrors industry standards like MLPerf and TPC for neutral evaluation
- •Success requires public visibility of losses and formal invitations for competitor baselines
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