UnifyBench

RankingAutomationBench-AA

AutomationBench-AA

Data updated 31 Oct 2026

Bucket
Supporting evidence
Unit
percent
Direction
Higher is better
Version
aa-score
Display harness
Artificial Analysis AutomationBench-AA
Board
https://artificialanalysis.ai/evaluations/automationbench-aa

AutomationBench-AA score: share of task objectives completed with no guardrail violation, on Artificial Analysis's private 657-task holdout. This is not Zapier's tasks-completed rate. The effort dataset already includes this evaluation in the agentic family under the existing equal-family budget. These rows are the board, not a second weight.

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.

101–125 of 471 entries

ModelScoreEvidenceSource-recorded date
CommandCohere———
Command A 03 2025Cohere———
Command A Plus 05 2026Cohere———
Command A Reasoning 08 2025Cohere———
Command A Translate 08 2025Cohere———
Command A Vision 07 2025Cohere———
Command LightCohere———
Command R 03 2024Cohere———
Command R 08 2024Cohere———
Command R Plus 04 2024Cohere———
Command R Plus 08 2024Cohere———
Command R7B 12 2024Cohere———
DeepSeek V4 Flash 0424DeepSeek———
DeepSeek V4.1 FlashDeepSeek———
DeepSeek-R1-0528DeepSeek———
DeepSeek-R1-0528-Qwen3-8BDeepSeek———
DeepSeek-R1-Distill-Llama-70BDeepSeek———
DeepSeek-R1-Distill-Llama-8BDeepSeek———
DeepSeek-R1-Distill-Qwen-1.5BDeepSeek———
DeepSeek-R1-Distill-Qwen-14BDeepSeek———
DeepSeek-R1-Distill-Qwen-32BDeepSeek———
DeepSeek-R1-Distill-Qwen-7BDeepSeek———
DeepSeek-V3.2DeepSeek———
DeepSeek-V3.2-SpecialeDeepSeek———
DeepSeek-V4-Flash-Vision-ExpDeepSeek———