DeepInfer vs. vLLM Comparison


DeepInfer DeepSeek	vLLM	+	+
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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 vLLM is a high-performance library designed to facilitate efficient inference and serving of Large Language Models (LLMs). Originally developed in the Sky Computing Lab at UC Berkeley, vLLM has evolved into a community-driven project with contributions from both academia and industry. It offers state-of-the-art serving throughput by efficiently managing attention key and value memory through its PagedAttention mechanism. It supports continuous batching of incoming requests and utilizes optimized CUDA kernels, including integration with FlashAttention and FlashInfer, to enhance model execution speed. Additionally, vLLM provides quantization support for GPTQ, AWQ, INT4, INT8, and FP8, as well as speculative decoding capabilities. Users benefit from seamless integration with popular Hugging Face models, support for various decoding algorithms such as parallel sampling and beam search, and compatibility with NVIDIA GPUs, AMD CPUs and GPUs, Intel CPUs, and more.
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 Not Supported Linux Not Supported Cloud 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 AI infrastructure engineers looking for a solution to optimize the deployment and serving of large-scale language models in production environments
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported	Support Phone Support Not Supported 24/7 Live Support 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 vLLM United States vllm.ai
Alternatives vLLM	Alternatives DeepInfer DeepSeek
Wafer	LocalAI
DeepSeek-V2 DeepSeek	Ollama
NVIDIA TensorRT NVIDIA	Wafer
ModelArk ByteDance View All	NVIDIA TensorRT NVIDIA View All
Categories AI Inference Supported	Categories AI Inference Supported

Integrations Database Mart Not Supported Docker Not Supported DocsGPT Not Supported Hugging Face Not Supported KServe Not Supported Kubernetes Not Supported Muse Spark Open Not Supported NGINX Not Supported NVIDIA DRIVE Not Supported Nemotron 3.5 Bolt Not Supported Nemotron 3.5 Super VL Not Supported OpenAI Not Supported PyTorch Not Supported Thunder Compute Not Supported omp Not Supported Show More Integrations	Integrations Database Mart Supported Docker Supported DocsGPT Supported Hugging Face Supported KServe Supported Kubernetes Supported Muse Spark Open Supported NGINX Supported NVIDIA DRIVE Supported Nemotron 3.5 Bolt Supported Nemotron 3.5 Super VL Supported OpenAI Supported PyTorch Supported Thunder Compute Supported omp Supported Show More Integrations View All 15 Integrations
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