Edge models will get much better after the current insane capex and organic data for pre-training is dried out. But hard to see how the best open source models will ever come close to the best closed ones.

It's already happening. GLM-5.2 ranks quite close to SOTA models. Some might argue that benchmarks can't measure the real effectiveness for day-to-day usage but that's another discussion.