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DeepInfer×Strata×Ollama×
AttributeDeepInferOpen sourceStrataOpen sourceOllamaOpen source
Overview
Primary focusRun DeepSeek model inference with an accelerator-focused engine and explicit distributed deployment requirementsRun Qwen3.8-Flash-Next locally on supported consumer GPUsRun open-weight LLMs locally, with a free local API
DeploymentSelf-hostedSelf-hosted / WebSelf-hosted
Source modelOpen sourceOpen sourceOpen source
Pricing modelopen sourceopen sourceopen source
API availableYesYesYes
Windows desktopNot specifiedYesNot specified
Mobile appNot specifiedNot specifiedNot specified
OverviewApache-licensed DeepSeek inference engine for Linux, NVIDIA SM100 GPUs and Huawei Ascend 950 NPUs. The open release supports offline inference; a complete online service needs additional cache and routing components.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.Ollama is an open-source, MIT-licensed tool for running LLMs on your own hardware via a local REST API and CLI; local use is free and unlimited, with an optional paid Ollama Cloud for larger models.
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DeepInferOpen source
Primary focus
Run DeepSeek model inference with an accelerator-focused engine and explicit distributed deployment requirements
Deployment
Self-hosted
Source model
Open source
Pricing model
open source
API available
Yes
Windows desktop
Not specified
Mobile app
Not specified
Overview
Apache-licensed DeepSeek inference engine for Linux, NVIDIA SM100 GPUs and Huawei Ascend 950 NPUs. The open release supports offline inference; a complete online service needs additional cache and routing components.
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.
OllamaOpen source
Primary focus
Run open-weight LLMs locally, with a free local API
Deployment
Self-hosted
Source model
Open source
Pricing model
open source
API available
Yes
Windows desktop
Not specified
Mobile app
Not specified
Overview
Ollama is an open-source, MIT-licensed tool for running LLMs on your own hardware via a local REST API and CLI; local use is free and unlimited, with an optional paid Ollama Cloud for larger models.

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