Should be relatively quickly, 1-2 years for local models to catch up to today's SOTA.

Of course then you'll be asking "uhh lemme know when Opus 6.8 level performance is available locally". People are never happy.

Gemma 4 and Qwen 3.6 are legit beast models that would steamroll every API offering from 2 years ago.