agent_system

DeepSeek V4 Flash toolathlon-verified:DeepSeek V4 Flash | Default | reasoning=max

config_f8a8eb20465f68c1be43c3ad9d4e9c2d41a80a4425f90ea4071fd5ba0355acf8

Published ranking

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

51%

capability score

Rank

19

Evidence families

1

Claim

Outside top set

Uncertainty was not reported

Configuration passport

Canonical name
DeepSeek V4 Flash
Revision
toolathlon-verified:DeepSeek V4 Flash | Default | reasoning=max
Interaction policy
agentic
Passport class
agent-system-v1
Harness
toolathlon-verified
Scaffold
Default

Source evidence

Publication snapshotexplorer_636b4e6f6222f5ce20a86ec4e8526e5b3c92354a103370df45162fe81cbd5177

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