DeepInfer vs. NVIDIA DGX Cloud Serverless Inference Comparison


DeepInfer DeepSeek	NVIDIA DGX Cloud Serverless Inference NVIDIA	+	+
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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 NVIDIA DGX Cloud Serverless Inference is a high-performance, serverless AI inference solution that accelerates AI innovation with auto-scaling, cost-efficient GPU utilization, multi-cloud flexibility, and seamless scalability. With NVIDIA DGX Cloud Serverless Inference, you can scale down to zero instances during periods of inactivity to optimize resource utilization and reduce costs. There's no extra cost for cold-boot start times, and the system is optimized to minimize them. NVIDIA DGX Cloud Serverless Inference is powered by NVIDIA Cloud Functions (NVCF), which offers robust observability features. It allows you to integrate your preferred monitoring tools, such as Splunk, for comprehensive insights into your AI workloads. NVCF offers flexible deployment options for NIM microservices while allowing you to bring your own containers, models, and Helm charts.
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 Enterprises requiring a solution for deploying AI inference workloads across multi-cloud environments without the complexity of managing underlying infrastructure
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported	Support Phone Support 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 Supported Live Online Supported In Person Supported
Company Information DeepSeek Founded: 2023 China github.com/deepseek-ai/DeepInfer	Company Information NVIDIA Founded: 1993 United States developer.nvidia.com/dgx-cloud/serverless-inference
Alternatives vLLM	Alternatives Runpod
Wafer	UbiOps
DeepSeek-V2 DeepSeek	NVIDIA DGX Cloud Lepton NVIDIA
NVIDIA TensorRT NVIDIA	Verda
ModelArk ByteDance View All	Radiant View All
Categories AI Inference Supported	Categories AI Inference Supported Auto Scaling Supported

Integrations Amazon Web Services (AWS) Not Supported CoreWeave Not Supported Google Cloud Platform Not Supported Helm Not Supported Llama Not Supported Microsoft Azure Not Supported NVIDIA AI Foundations Not Supported NVIDIA Cloud Functions Not Supported NVIDIA DGX Cloud Not Supported NVIDIA NIM Not Supported Nebius Not Supported Oracle Cloud Infrastructure Not Supported Splunk Cloud Platform Not Supported Yotta Not Supported Show More Integrations	Integrations Amazon Web Services (AWS) Supported CoreWeave Supported Google Cloud Platform Supported Helm Supported Llama Supported Microsoft Azure Supported NVIDIA AI Foundations Supported NVIDIA Cloud Functions Supported NVIDIA DGX Cloud Supported NVIDIA NIM Supported Nebius Supported Oracle Cloud Infrastructure Supported Splunk Cloud Platform Supported Yotta Supported Show More Integrations View All 14 Integrations
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