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Strata×Anyscale×
AttributeStrataOpen sourceAnyscaleOther license
Overview
Primary focusRun Qwen3.8-Flash-Next locally on supported consumer GPUsManaged platform for Ray, scaling AI/ML and Python workloads from a laptop to a cluster.
DeploymentSelf-hosted / WebSelf-hosted
Source modelOpen sourceOther license
Pricing modelopen sourcepaid
API availableYesYes
Windows desktopYesNot specified
Mobile appNot specifiedNot specified
OverviewOpen-source local inference engine for running a 125B mixture-of-experts model on supported NVIDIA or AMD PCs, with OpenAI and Anthropic-compatible APIs.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).
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StrataOpen source
Primary focus
Run Qwen3.8-Flash-Next locally on supported consumer GPUs
Deployment
Self-hosted / Web
Source model
Open source
Pricing model
open source
API available
Yes
Windows desktop
Yes
Mobile app
Not specified
Overview
Open-source local inference engine for running a 125B mixture-of-experts model on supported NVIDIA or AMD PCs, with OpenAI and Anthropic-compatible APIs.
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).

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