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Find where extra reasoning stops paying

Paste token budgets and benchmark scores in matching order. The knee is the first step below two score points per 1,000 added tokens.

Live result

Saturation begins near 4,096 tokens

Marginal gain falls to 0.2 points per 1K tokens.

256 tokens61%
512 tokens72%
1,024 tokens80%
2,048 tokens83%
4,096 tokens83.5%

One useful idea when the research moves. No noise.