Together AI

Strong

by Together AI · founded 2022 · updated Aug 2026

Together AI is a cloud platform for running, fine-tuning and serving open-source models at speed and low cost, with an OpenAI-compatible API, dedicated endpoints and GPU clusters for training. It targets teams that want open models in production without managing their own infrastructure.

ML PlatformsUsage-basedEstablishedFrom Pay-as-you-go per token / per GPU-hour
80.6TIP Score
Strong

The score, taken apart

Fixed weights, sources attached, the formula

Cap 82Val 84Sec 76Int 80Mat 74Mom 84
Capability(30%)82
Value for Money(15%)84
Security & Compliance(15%)76
Integrations & Ecosystem(15%)80
Maturity & Reliability(10%)74
Momentum(15%)84

Best for

  • ◆Shipping open models to production
  • ◆Fine-tuning at lower cost
  • ◆Teams avoiding vendor lock-in

Key integrations

OpenAI-compatible APIFine-tuning & training clustersDedicated endpoints200+ open models

Strengths

  • +Fast, cost-effective inference for a huge range of open models
  • +OpenAI-compatible API makes switching low-friction
  • +Fine-tuning and dedicated GPU capacity in one place

Limitations

  • -You own more of the model-selection and eval work than with a closed API
  • -Enterprise compliance surface still maturing vs hyperscalers
  • -Costs need monitoring at high token volumes

Evidence behind this score

Each score is built from the claims below. This is a snapshot, so check the current terms with the vendor before you commit to anything.

1 of 3 claims below are past their re-check window. Pricing, availability and security details move fast, so confirm those with the vendor.

ClaimSourceChecked
Provides inference, fine-tuning and training for open-source models via an OpenAI-compatible APITogether AI product documentationMay 2026
Usage-based pricing per token and per GPU-hour· re-checkTogether AI pricing pageMay 2026
Signed a multi-year $240M deal with IBM to deploy a large Nvidia HGX B300 inference cluster on IBM Cloud, arriving Q1 2027, for its AI Native Cloud platform; closed an $800M Series C at an $8.3B valuation the month beforeDataCenterDynamics; The Register ↗Aug 2026

Intelligence on Together AI

Fundingmedium impactAug 11, 2026

IBM puts $240M into a dedicated Together AI inference cluster on IBM Cloud

IBM signed a multi-year, $240 million deal with Together AI to deploy a large cluster of Nvidia HGX B300 systems — eight B300 Blackwell Ultra GPUs per node, roughly 2.3TB of HBM3e memory each, linked over Spectrum-X Ethernet — on IBM Cloud, arriving Q1 2027. Together AI will use it to run inference for open-source models under its AI Native Cloud platform, a month after closing an $800M Series C at an $8.3B valuation. IBM gets a neocloud-style inference business it didn't have; Together AI gets an enterprise on-ramp it can point at Nvidia's newest silicon without owning the capex.

Together AIDataCenterDynamics; The Register

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