Aikesheng Open Source Community

Feb 9, 2026 · Databases

What the Latest SCALE Benchmark Shows About SQL Optimization in GLM‑4.7 and Seed‑OSS‑36B

The January 2026 SCALE benchmark adds an index‑suggestion metric and evaluates two new LLMs—智谱 GLM‑4.7 and 字节跳动 Seed‑OSS‑36B—revealing strengths in dialect conversion, moderate SQL understanding, and notable gaps in complex execution‑plan analysis and practical index recommendations.