Innovation Tracker

What is changing the marginal cost of a token: architectures, decoding tricks and new silicon.

What this covers

Tracking architectural and hardware innovations that change the cost of inference — MLA, MoE, speculative decoding, new accelerators.

Why it matters

Tokenomy tracks AI economics end to end — pricing, throughput, quality and energy. This library page keeps the underlying evidence one click from the tools and research that use it.