agent_system

DeepSeek V4.1 Flash macroscopebench:max-effort

config_1b29e838bc883e7f200532f0c15b9414fcb38a2e33e878b81ffa9203b1f651e2

Published ranking

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

70%

capability score

Rank

23

Evidence families

1

Claim

Outside top set

Uncertainty was not reported

Configuration passport

Canonical name
DeepSeek V4.1 Flash
Revision
macroscopebench:max-effort
Interaction policy
agentic
Passport class
agent-system-v1
Harness
macroscope-code-review
Scaffold
macroscope-code-review

Source evidence

Publication snapshotexplorer_4a8c9a49ef7bff07108192a8cc1f24cdf9deb46d839585dcde823de67b156e77

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