AnalysisDevelopersOctober 3, 2026

Blog surveys rise of narrow, overfit local inference engines

Read original source →carteakey.dev

A homelab test on an RTX 4070 12GB found Strata decoding a 125B MoE at 53.2 tok/s versus 27.06 tok/s on llama.cpp with MTP, a 2.5x-4x gap. The post groups Strata, ninfer, DwarfStar, Splash, llamAmpere and gufo as runtimes that trade generality for speed on a few models.

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Blog surveys rise of narrow, overfit local inference engines