DeepInfer vs. oMLX Comparison


DeepInfer DeepSeek	oMLX	+	+
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About DeepInfer is an open-source inference framework for running DeepSeek language models on Linux systems with supported NVIDIA or Huawei Ascend accelerators. It provides offline inference and runtime components for model execution, optimized kernels, distributed parallelism, asynchronous batch scheduling, speculative decoding, deterministic generation, and structured outputs such as JSON Schema, regular expressions, and EBNF formats. The project documents DeepSeek-V4.1-Flash support and includes build instructions, configuration guidance, examples, and evaluation tools. It is intended for developers and infrastructure teams building or evaluating self-managed inference deployments. Its repository notes that production services may require additional KV-cache, prefill/decode disaggregation, and load-balancing components not included in this release.	About oMLX is a macOS-native MLX server designed to make local AI faster and more practical on Apple Silicon. Built for the way coding agents actually work, it uses paged SSD KV caching to persist cache blocks to disk, allowing previously seen prefixes to be restored across requests and server restarts instead of being recomputed from scratch. This can reduce time to first token on long contexts from 30–90 seconds to under five seconds after the first turn. Continuous batching handles concurrent requests through mlx-lm’s BatchGenerator, improving generation throughput without forcing requests to wait behind a single job. oMLX can serve LLMs, vision-language models, embedding models, and rerankers simultaneously, using LRU eviction when memory runs low. It supports any MLX-format model from Hugging Face, including Qwen, LLaMA, Mistral, Gemma, DeepSeek, MiniMax, and GLM, and can reuse models already stored in the standard Hugging Face cache, LM Studio folders, or custom directories.
Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Supported Linux Not Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers and infrastructure teams deploying or evaluating DeepSeek model inference on supported accelerator hardware.	Audience Developers and AI power users needing to run fast local LLM inference and agentic coding workflows on Apple Silicon
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information DeepSeek Founded: 2023 China github.com/deepseek-ai/DeepInfer	Company Information oMLX United States omlx.ai/
Alternatives vLLM	Alternatives Photon Moondream
Wafer	Run BiOS UltraSafe AI Inc.
DeepSeek-V2 DeepSeek	Macyou Macyou LLC
NVIDIA TensorRT NVIDIA	BaseRT Base Compute
ModelArk ByteDance View All	WebLLM View All
Categories AI Inference Supported	Categories AI Inference Supported

Integrations Anthropic Not Supported Claude Code Not Supported Cursor Not Supported DeepSeek Not Supported GLM-4.1V Not Supported Gemma Not Supported Gemma Not Supported GitHub Not Supported Hugging Face Not Supported JSON Not Supported LM Studio Not Supported Llama Not Supported MiniMax Not Supported Mistral AI Not Supported Model Context Protocol (MCP) Not Supported OpenAI Not Supported OpenClaw Not Supported Python Not Supported Qwen Not Supported Show More Integrations	Integrations Anthropic Supported Claude Code Supported Cursor Supported DeepSeek Supported GLM-4.1V Supported Gemma Supported Gemma Supported GitHub Supported Hugging Face Supported JSON Supported LM Studio Supported Llama Supported MiniMax Supported Mistral AI Supported Model Context Protocol (MCP) Supported OpenAI Supported OpenClaw Supported Python Supported Qwen Supported Show More Integrations View All 19 Integrations
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