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Anyscale×OctoAI×
AttributeAnyscaleOther licenseOctoAIOther license
Overview
Primary focusManaged platform for Ray, scaling AI/ML and Python workloads from a laptop to a cluster.Discontinued: acquired by NVIDIA, service shut down October 2024
DeploymentSelf-hostedNot specified
Source modelOther licenseOther license
Pricing modelpaidpaid
API availableYesYes
Windows desktopNot specifiedNot specified
Mobile appNot specifiedNot specified
OverviewAnyscale is the company behind Ray, the open-source distributed computing framework born at UC Berkeley's RISELab. Its managed platform runs training, batch inference, and LLM serving workloads on autoscaling Ray clusters, hosted or in your own cloud (BYOC).OctoAI (formerly OctoML) was a GPU inference platform for generative AI models. NVIDIA acquired it in September 2024 and shut down OctoAI's public cloud service on October 31, 2024; octo.ai now redirects to NVIDIA's website.
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AnyscaleOther license
Primary focus
Managed platform for Ray, scaling AI/ML and Python workloads from a laptop to a cluster.
Deployment
Self-hosted
Source model
Other license
Pricing model
paid
API available
Yes
Windows desktop
Not specified
Mobile app
Not specified
Overview
Anyscale is the company behind Ray, the open-source distributed computing framework born at UC Berkeley's RISELab. Its managed platform runs training, batch inference, and LLM serving workloads on autoscaling Ray clusters, hosted or in your own cloud (BYOC).
OctoAIOther license
Primary focus
Discontinued: acquired by NVIDIA, service shut down October 2024
Deployment
Not specified
Source model
Other license
Pricing model
paid
API available
Yes
Windows desktop
Not specified
Mobile app
Not specified
Overview
OctoAI (formerly OctoML) was a GPU inference platform for generative AI models. NVIDIA acquired it in September 2024 and shut down OctoAI's public cloud service on October 31, 2024; octo.ai now redirects to NVIDIA's website.

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