deepseek · 2 arms · 8 effortsdeepseek-v4-flash-vision-exp

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.

8.1×none → max output
0250K500Knoneminimallowmediumhighxhighmaxoff249.7K30.9K
APIdsh
deepseek-v4-flash-vision-exp — model · weather-card-benchmark