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AutomationBench-AA Operations, HR, Marketing, Sales and Support

Agents

AutomationBench-AA on its operations, HR, marketing, sales and support workflows across business apps, as published in the Artificial Analysis Strategy & Ops Index.

Benchmark source: Artificialanalysis

Top models (higher is better)

ModelScoreSource
Gemini 4 Carbon76.0Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Muse Wonder Full72.6Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Kimi K3.1 Pro71.7Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
MiniMax M3.1 Flash71.0Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Claude Sonnet 5.570.1Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Muse Wonder69.2Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6 Astra68.3Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6.1 Sol66.1Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Ling 3.1 Flash 101965.1Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
DeepSeek V4.1 Flash 101765.0Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Grok 4.764.0Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
GLM-5.362.2Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6.1 Terra61.5Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Gemini 3.8 Flash60.0Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
MiMo-V2.6-Pro59.1Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Mistral Large 458.6Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Qwen3.8 Max (0902)56.1Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6 Luna55.9Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Step 5 Preview52.8Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Muse Spark Open50.9Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Qwen3.8 27B49.9Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Beam 1.0 501B A23B49.8Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
K2 Horizon 375B A23B38.7Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Claude Haiku 5.533.7Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Nemotron 3.5 Super VL 120B A12B (precision unspecified)15.8Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Inkling5.0Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
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