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OctoAI

Former inference platform for open-source models, acquired by NVIDIA in 2024.

Retired

OctoAI appears to be discontinued or shut down — acquired by NVIDIA Sep 2024; hosted services terminated Oct 31, 2024 This page is kept as an archive record and is excluded from search engines.

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About

OctoAI, formerly OctoML, was a Seattle-based inference platform spun out of the University of Washington's Apache TVM project. It served open-source foundation models like Llama, Mixtral, and Stable Diffusion behind OpenAI-compatible REST APIs, and offered OctoStack for private VPC and on-premises deployment.

Lifecycle note: NVIDIA acquired OctoAI in September 2024 (reported around $165-250M), and the company terminated all hosted services, accounts, and SDK access on October 31, 2024. The team and compiler technology were absorbed into NVIDIA's internal AI inference stack. It is listed here as a historical entry.

What it can do

  • OpenAI-compatible inference APIs (historical)
  • OctoStack private deployment (historical)
  • Model optimization via TVM compiler tech

Setup

Historical entry only. Hosted services were shut down in October 2024; the octo.ai domain redirects to NVIDIA.

Prerequisites

None. The service no longer exists as an independent product.

Use cases

model-servinginference-apisml-infrastructure

Works with

Trust score — 7/10

/10 trustMetrics-checked

Scored 7/10 (metrics tier, metrics-v1). Evidence: Verified via vendor site/docs/GitHub and reputable coverage, wave 116; Trending score 66/100 from researcher assessment.

Sources

Every fact above was checked against these sources. Where a claim comes from the provider and couldn't be independently verified, the text says so.