Fireworks serves over 40T tokens daily, mostly customer-specialized post-trained models

natolambert · x · 2026-11-04

Nathan Lambert notes that inference provider Fireworks serves more than 40 trillion tokens per day of "specialized models," which he defines as any post-trained model built for a customer. The figure suggests custom post-trained models already account for a large share of real-world inference traffic.

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