Ok, but my point is that the claims you make about more reasoning performing worse seems kinda suspicious and I haven't seen any analysis exploring why that would happen.
We are not the only ones to see the reasoning inversion.: https://arxiv.org/abs/2510.11977, https://arxiv.org/abs/2502.08235, https://arxiv.org/abs/2507.14417