deepseek · 2 arms · 7 effortsdeepseek-v4-flash-0731
One model across every effort and arm. Each cell is a run — open it for the full card. Failure chips mark runs with no valid slot.
effort strip
effort → output size
Output completion tokens per effort, per arm. A read on how much each model spends as effort rises — not a quality axis.
11.0×none → medium output
APIdsh