agent_system

DeepSeek V4 Flash 0731 toolathlon-verified:DeepSeek V4 Flash 0731 | Default | reasoning=max

config_088be908339ec2c5d18efb1d89f10f2a589d84061a7df91df36136544658b0fe

Published ranking

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

71%

capability score

Rank

9

Evidence families

1

Claim

Outside top set

Uncertainty was not reported

Configuration passport

Canonical name
DeepSeek V4 Flash 0731
Revision
toolathlon-verified:DeepSeek V4 Flash 0731 | Default | reasoning=max
Interaction policy
agentic
Passport class
agent-system-v1
Harness
toolathlon-verified
Scaffold
Default

Source evidence

Publication snapshotexplorer_11e78a6760100f2399915d63fb3ad62ea871389a876ddec0a9ba40ed98496461

Methodology2026-10-04.1.macroscopebench-code-review-wave