agent_system

Gemma 4 31B (Max) automationbench:Gemma 4 31B (Max)

config_76f665c645a8364c51556168df78bf0eea23138b7a2b5da4677778f80647fdd4

Published ranking

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

3%

capability score

Rank

116

Evidence families

1

Claim

Outside top set

Uncertainty was not reported

Configuration passport

Canonical name
Gemma 4 31B (Max)
Revision
automationbench:Gemma 4 31B (Max)
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