TWITTER · 人工智能
On-Device Models Market Map in 2026
一语总结A systematic overview of 119 companies in on-device small models and local execution ecosystems across 14 layers for 2026.
New market map: on-device models in 2026 — 119 companies， 14 layers. The valuations sit with the small-model makers， not the chips. Mistral is valued at over EUR 21B and Liquid AI at $2B+， while Ollama， a one-line local runner， has 185K GitHub stars and llama.cpp 133K. Layer by layer， the landscape spans big-tech small models， startup small models， speech recognition solutions， speech synthesis platforms， full-duplex voice interfaces and in-car voice systems， local model runners， inference engines， chip and platform toolchains， TinyML ecosystems， phone and PC NPUs， standalone edge NPUs， NPU IP providers， system-level AI from major platforms， and Chinese smartphone manufacturers with integrated on-device models. Data as of Nov 2026， public sources; company-reported numbers are labeled as such on the map. Bookmark this — we'll update it every quarter. Full list + sources: https://t.co/zCj5Lrt1Sr
On-Device Models Market Map in 2026
New market map: on-device models in 2026 — 119 companies， 14 layers. The valuations sit with the small-model makers， not the chips. Mistral is valued at over EUR 21B and Liquid AI at $2B+， while Ollama， a one-line local runner， has 185K GitHub stars and llama.cpp 133K. Layer by layer， the landscape spans big-tech small models， startup small models， speech recognition solutions， speech synthesis platforms， full-duplex voice interfaces and in-car voice systems， local model runners， inference engines， chip and platform toolchains， TinyML ecosystems， phone and PC NPUs， standalone edge NPUs， NPU IP providers， system-level AI from major platforms， and Chinese smartphone manufacturers with integrated on-device models. Data as of Nov 2026， public sources; company-reported numbers are labeled as such on the map. Bookmark this — we'll update it every quarter. Full list + sources: https://t.co/zCj5Lrt1Sr