Atlas / Open-weight and challenger labs / Thinking Machines Lab

Thinking Machines Lab

AI Market Atlas · by Pro Pluribus

US (Mira Murati)

Up and coming Open-weight and challenger labsupdated 10 Nov 2026

Inkling open models plus Tinker, a service for fine-tuning your own model.

What it offers

Main offerings
Inkling / Inkling-Small
15 Jul. Open multimodal models (text, image, audio, video).
Inkling 2 Small
594B MoE (5 Nov), on Tinker; Apache weights promised.
Tinker
Fine-tuning API.

Recent news

  • Thinking Machines launches Inkling 2 Small (594B MoE); Apache weights promisedIts second-generation model, on Tinker now; Cognition's SWE-2 Flash is built on it.Thinking Machines Lab ↗
  • Thinking Machines releases Inkling, its first broad open-weight modelMurati's lab ships a general model more than a year after foundingBloomberg ↗
  • Mira Murati steps back into the public eye, carefullyPublic profile rises amid reported researcher departuresTechCrunch ↗
  • Thinking Machines introduces real-time multimodal interaction modelsContinuous audio, video and text streaming, a challenge to turn-based assistantsMarkTechPost ↗

This map is a by-product of the work. Keeping track of what each of these actually does, and which ones are worth your time, is part of how I advise founder-led companies on AI. If you want that applied to your business, the first conversation is free.

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Compiled from public sources by Pro Pluribus; updated 10 Nov 2026. General information, not advice. Company names and logos belong to their owners and are used to identify them, without affiliation or endorsement. Terms