UnifyBench

RankingToolathlon-Verified (official board)

Toolathlon-Verified (official board)

Data updated 6 Oct 2026

Bucket
Supporting evidence
Unit
percent
Direction
Higher is better
Version
2026-10-05
Display harness
Toolathlon-Verified Default agent
Board
https://toolathlon.xyz/docs/leaderboard

Toolathlon-Verified is the June 30, 2026 score series. These rows are the official board's headline Pass@1 on the shared Default agent. They do not enter the weighted Overall or capability scores.

Compare published benchmark results with category weights →

Models

Results are ordered by score in the display harness, followed by models with no result. Other harnesses are listed separately below. Missing results remain unknown.

1–25 of 460 entries

ModelScoreEvidenceSource-recorded date
GLM-5.3-FlashZ.ai78.4%official board2026-08-30
Kimi K3Moonshot76.5%official board2026-07-16
Claude Opus 4.8Anthropic76.2%official board2026-06-30
Muse Spark 1.2Meta75.9%official board2026-08-05
Muse Spark 1.1Meta75.6%official board2026-07-09
DeepSeek V4-Pro 0813DeepSeek74.4%official board2026-08-13
GPT-5.5OpenAI73.5%official board2026-06-30
Claude Sonnet 5Anthropic71.6%official board2026-07-01
DeepSeek-V4-Flash-0731DeepSeek70.7%official board2026-07-31
Gemini 3.5 FlashGoogle67.3%official board2026-06-30
Gemini 3.1 ProGoogle61.1%official board2026-07-01
GLM-5.2Z.ai59.9%official board2026-06-30
Kimi-K2.6Moonshot58%official board2026-07-15
Kimi-K2.7-CodeMoonshot58%official board2026-06-30
Gemini 3.5 Flash-LiteGoogle57.1%official board2026-07-30
Hy3Tencent56.8%official board2026-07-30
MiMo-V2.5Xiaomi49.1%official board2026-07-30
MiniMax-M2.7MiniMax47.5%official board2026-07-30
Qwen3.5-397B-A17BQwen40.7%official board2026-07-30
NVIDIA Nemotron 3 UltraNVIDIA34.3%official board2026-07-15
Agnes 2.5 Pro AlphaAgnes AI———
Amazon Nova 2 LiteAmazon———
Amazon Nova 2 Pro PreviewAmazon———
Amazon Nova LiteAmazon———
Amazon Nova MicroAmazon———