agent_system

gemini-3.8-flash_medium 2026-09-02

config_94836814a3db1b798ae86f92e20e5703f30f8b4141bb65b1c40d102973dc9b0b

Published ranking

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

41%

capability score

Rank

25

Evidence families

1

Claim

Outside top set

Uncertainty was not reported

Configuration passport

Canonical name
gemini-3.8-flash_medium
Revision
2026-09-02
Interaction policy
agentic
Passport class
agent-system-v1
Harness
devin-cli
Scaffold
https://cognition.com/frontiercode

Source evidence

Publication snapshotexplorer_58c2cf3a940443b4e1fdfd119dc7ce463191fe444e5acaf18aeac03b2b5cb982

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