gpt · 2 arms · 4 effortsgpt-5.3-codex

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.

3.7×low → xhigh output
050K100Knonelowhighxhigh56K15.2K
cursorcursor-xl
gpt-5.3-codex — model · weather-card-benchmark