Atlas / Distribution, hosting and standards / Together · Fireworks

Together · Fireworks

AI Market Atlas · by Pro Pluribus

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Industry leader Distribution, hosting and standardsupdated 10 Nov 2026

The leading independent hosts for open models.

What it offers

Main offerings
Together AI
Inference and fine-tuning.
Fireworks AI
Fast production inference; valued at $17.5B.

Recent news

  • Fireworks AI tells customers of its second security breach in weeksA trust problem for an inference host serving enterprise data.Bloomberg ↗
  • Fireworks unveils Ember-1, Ultra-fast inference and Sovereign at its Forge eventA broad push into enterprise and on-prem inference.Fireworks AI ↗
  • Fireworks raises $1.5B Series D at a $17.5B valuationMore than $1B ARR and 40T tokens a day as companies move to cheaper open modelsCNBC ↗
  • Together AI raises $800M at $8.3B, led by Aramco Ventures2.5 times its previous valuation, plus commitments for more than 500 MW of computeTechCrunch ↗

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