RankingAutomationBench-AA

AutomationBench-AA

Data updated 23 Sept 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.

201–225 of 455 entries

ModelScoreEvidenceSource-recorded date
glm-edge-v-5bZ.ai
GLM-Z1-32B-0414Z.ai
GLM-Z1-9B-0414Z.ai
GLM-Z1-Rumination-32B-0414Z.ai
GPT-3.5-turboOpenAI
GPT-3.5-turbo-1106OpenAI
GPT-3.5-turbo-instructOpenAI
GPT-4OpenAI
GPT-4-turboOpenAI
GPT-4.1OpenAI
GPT-4.1 MiniOpenAI
GPT-4.1-nanoOpenAI
GPT-4oOpenAI
GPT-4o MiniOpenAI
GPT-5OpenAI
GPT-5 NanoOpenAI
GPT-5 ProOpenAI
GPT-5.1OpenAI
GPT-5.2OpenAI
GPT-5.2 ProOpenAI
GPT-5.3 CodexOpenAI
GPT-5.3 Codex SparkOpenAI
GPT-5.4OpenAI
GPT-5.4 MiniOpenAI
GPT-5.4 NanoOpenAI