AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

Toolathlon

Tool Decathlon is a comprehensive benchmark for evaluating AI agents' ability to use multiple tools across diverse task categories. It measures proficiency in tool selection, sequencing, and execution across ten different tool-use scenarios.

Evaluation context and evidence

Source
LLM Stats
Publisher
Not recorded
Benchmark release
2025-10-29
Collected
2026-08-17
Modality
text

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 37

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Muse Spark 1.10.756Not recordedNot recorded2026-07-09 · model_announcementLLM Stats
DeepSeek-V4-Pro-08130.741Not recordedNot recorded2026-08-13 · model_announcementLLM Stats
Kimi K30.732Not recordedNot recorded2026-07-16 · model_announcementLLM Stats
GLM-5.30.73Not recordedNot recorded2026-08-14 · model_announcementLLM Stats
Qwen3.8 Max0.725Not recordedNot recorded2026-08-02 · model_announcementLLM Stats
DeepSeek-V4-Flash-07310.703Not recordedNot recorded2026-07-31 · model_announcementLLM Stats
Claude Opus 4.80.599Not recordedNot recorded2026-05-28 · model_announcementLLM Stats
GPT-5.6 Sol0.58Not recordedNot recorded2026-07-09 · model_announcementLLM Stats
Gemini 3.5 Flash0.565Not recordedNot recorded2026-05-19 · model_announcementLLM Stats
GPT-5.50.556Not recordedNot recorded2026-04-23 · model_announcementLLM Stats
GPT-5.40.546Not recordedNot recorded2026-03-05 · model_announcementLLM Stats
Inkling-Small0.544Not recordedNot recorded2026-07-30 · model_announcementLLM Stats
Claude Sonnet 50.543Not recordedNot recorded2026-06-30 · model_announcementLLM Stats
GPT-5.6 Luna0.534Not recordedNot recorded2026-07-09 · model_announcementLLM Stats
GPT-5.6 Terra0.531Not recordedNot recorded2026-07-09 · model_announcementLLM Stats
DeepSeek-V4-Pro-Max0.518Not recordedNot recorded2026-04-23 · model_announcementLLM Stats
Seed 2.1 Pro0.506Not recordedNot recorded2026-06-24 · model_announcementLLM Stats
Kimi K2.60.5Not recordedNot recorded2026-04-20 · model_announcementLLM Stats
Laguna S 2.10.497Not recordedNot recorded2026-07-21 · model_announcementLLM Stats
Gemini 3 Flash0.494Not recordedNot recorded2025-12-17 · model_announcementLLM Stats
Seed 2.1 Turbo0.491Not recordedNot recorded2026-06-24 · model_announcementLLM Stats
Hy30.485Not recordedNot recorded2026-07-06 · model_announcementLLM Stats
GLM-5.20.482Not recordedNot recorded2026-06-16 · model_announcementLLM Stats
DeepSeek-V4-Flash-Max0.478Not recordedNot recorded2026-04-23 · model_announcementLLM Stats
MiniMax M2.70.463Not recordedNot recorded2026-03-18 · model_announcementLLM Stats
GPT-5.20.463Not recordedNot recorded2025-12-11 · model_announcementLLM Stats
DeepSeek-V4-Flash-04230.435Not recordedNot recorded2026-04-23 · model_announcementLLM Stats
MiniMax M2.10.435Not recordedNot recorded2025-12-23 · model_announcementLLM Stats
GPT-5.4 mini0.429Not recordedNot recorded2026-03-17 · model_announcementLLM Stats
GLM-5.10.407Not recordedNot recorded2026-04-07 · model_announcementLLM Stats
Qwen3.6 Plus0.398Not recordedNot recorded2026-04-02 · model_announcementLLM Stats
Qwen3.5-397B-A17B0.383Not recordedNot recorded2026-02-16 · model_announcementLLM Stats
GPT-5.4 nano0.355Not recordedNot recorded2026-03-17 · model_announcementLLM Stats
DeepSeek-V3.20.352Not recordedNot recorded2025-12-01 · model_announcementLLM Stats
DeepSeek-V3.2 (Thinking)0.352Not recordedNot recorded2025-12-01 · model_announcementLLM Stats
DeepSeek-V3.2-Speciale0.352Not recordedNot recorded2025-12-01 · model_announcementLLM Stats
Qwen3.6-35B-A3B0.269Not recordedNot recorded2026-04-16 · model_announcementLLM Stats