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Developer launches text-to-SQL benchmark tool at sql-benchmark.nicklothian.com to compare local and OpenRouter AI models with surprising results.

r/LocalLLaMAMar 31, 20261 min read
Developer launches text-to-SQL benchmark tool at sql-benchmark.nicklothian.com to compare local and OpenRouter AI models with surprising results.

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3 Key Points

  1. Created an agentic text-to-SQL benchmark that converts English queries into executable SQL with debugging capabilities across multiple rounds

  2. Benchmark consists of 25 questions and runs in under 5 minutes for most models, designed to be quick while effectively differentiating top performers

  3. Added community-requested models to the test suite and enabled users to run the benchmark against their own servers via a WASM version

  4. The agent can view query results and iteratively modify SQL to fix issues, though with constraints on the number of debugging attempts allowed

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