Toolathlon-Verified

Tests how well the AI uses everyday personal tools and apps to get things done — a human-checked version of Toolathlon. Higher is better.

GLM-5.3-Flash by Z.ai holds the best Toolathlon-Verified result among tracked models, at 78.4% (released Aug 26 2026). Higher scores are better on this benchmark.

1. GLM-5.3-Flash (Z.ai) — 78.4%; 2. Muse Spark 1.1 (Meta) — 75.6%; 3. DeepSeek-V4-Pro-0813 (DeepSeek) — 74.1%; 4. Qwen3.8-Flash-Next (Qwen) — 73.5%; 5. Qwen3.8-Max-0902 (Qwen) — 73.3%.

9 tracked models have a published Toolathlon-Verified score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.

GLM-5.3-Flash by Z.ai is the highest-ranked model with downloadable weights on Toolathlon-Verified, scoring 78.4% at rank 1 overall.