Open-Source Models Approach 3T Parameters, Inference Compute Becomes the New Moat

As open-weight models approach 3 trillion parameters and rumors suggest Fable could reach 6-8T, the industry anticipates models scaling up to 20T by year-end. Consequently, inference compute power is increasingly viewed as the ultimate competitive moat.

2026-07-21 ~ 2026-07-21 · 3 related posts

• Open Models Approaching 3T Parameters; Inference Compute Might Be the Only Remaining Moat — burkov · 2026-07-21
• Models may hit 20T parameters this year, making inference the last moat — burkov · 2026-07-21
• Open-weight models near 3T parameters as inference emerges as the next moat — ruslansv · 2026-07-21