agent_system

Gemini 3.1 Pro (preview) (High) automationbench:Gemini 3.1 Pro (preview) (High)

config_cfdc83f500f5f2027e4b83edc59e0701a1c000bb9645a20874170899130e1dd7

Published ranking

This score and claim apply only inside the bound ranking group.

16%

capability score

Rank

86

Evidence families

1

Claim

Outside top set

Uncertainty was not reported

Configuration passport

Canonical name
Gemini 3.1 Pro (preview) (High)
Revision
automationbench:Gemini 3.1 Pro (preview) (High)
Interaction policy
agentic
Passport class
agent-system-v1
Harness
zapier-automationbench
Scaffold
zapier-automationbench

Source evidence

Publication snapshotexplorer_53c3f60ade2779145e41fa6f4ddbace456bb0cafec9b02de8620c36f553be8cc

Methodology2026-10-31.1.cost-per-task-wave