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MatX

Processors for large language models

Ranked #5 in Best AI Chip Startups.

MatX, founded in 2022 by former Google TPU engineers, is designing MatX One, a processor for training and running large language models. It raised a $500 million Series B on 24 February 2026, co-led by Jane Street and Situational Awareness, with Marvell among the backers.

Official website

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At a glance

Price fromNot public
Best forAI labs training large language models

From MatX's own website.

What stands out

  • Founding team built Google's TPUs
  • Backed by Jane Street and Marvell

Worth knowing

  • Chips not shipping yet
  • Unproven at volume

How it ranks

MatX is ranked 5th of 10 in Best AI Chip Startups (Lister Score 91.9).

#5 in Best AI Chip Startups · Lister Score 91.9

MatX plans to finalise its chip design in 2026 and ship in 2027, manufacturing with TSMC, according to DCD..

RankBest AI Chip StartupsScore
1SambaNova Systems96.8
2Etched95.6
3Tenstorrent94.4
4Positron AI93.1
5MatX91.9
6Rebellions90.6
7Lightmatter89.3
8d-Matrix88.0
9FuriosaAI86.7
10Axelera AI85.4

Frequently asked questions

How does MatX rank on Lister?

MatX is ranked 5th of 10 in Best AI Chip Startups (Lister Score 91.9).

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#5 in Best AI Chip Startups
RANKED #5 ON LISTERBest AI Chip Startups