DeepInfer vs. Nebius Token Factory Comparison


DeepInfer DeepSeek	Nebius Token Factory Nebius	+	+
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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 Nebius Token Factory is a scalable AI inference platform designed to run open-source and custom AI models in production without manual infrastructure management. It offers enterprise-ready inference endpoints with predictable performance, autoscaling throughput, and sub-second latency — even at very high request volumes. It delivers 99.9% uptime availability and supports unlimited or tailored traffic profiles based on workload needs, simplifying the transition from experimentation to global deployment. Nebius Token Factory supports a broad set of open source models such as Llama, Qwen, DeepSeek, GPT-OSS, Flux, and many others, and lets teams host and fine-tune models through an API or dashboard. Users can upload LoRA adapters or full fine-tuned variants directly, with the same enterprise performance guarantees applied to custom models.
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 Engineering and data science teams that need a production-grade inference system to deploy, scale, and manage open-source or custom AI models reliably in enterprise environments
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 $0.02 Free Version Supported Free Trial 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 Nebius Founded: 2022 Netherlands nebius.com/services/token-factory/enterprise-grade-inference
Alternatives vLLM	Alternatives Xinity
Wafer	Intel Tiber AI Cloud Intel
DeepSeek-V2 DeepSeek	FPT AI Factory FPT Cloud
NVIDIA TensorRT NVIDIA	Alibaba Cloud Model Studio Alibaba
ModelArk ByteDance View All	Synexa View All
Categories AI Inference Supported	Categories AI Fine-Tuning Supported AI Inference Supported ML Model Deployment Supported

Integrations BGE Not Supported DeepSeek Not Supported DeepSeek R1 Not Supported DeepSeek V3.1 Not Supported FLUX.1 Not Supported GLM-4.5-Air Not Supported Gemma 3 Not Supported JSON Not Supported Kimi K2 Thinking Not Supported Kimi K2.6 Not Supported Kimi K3 Not Supported Mistral AI Not Supported Mistral NeMo Not Supported NVIDIA Llama Nemotron Not Supported Nebius Not Supported QwQ-32B Not Supported Qwen Not Supported Qwen3 Not Supported Qwen3-Coder Not Supported pgvector Not Supported Show More Integrations	Integrations BGE Supported DeepSeek Supported DeepSeek R1 Supported DeepSeek V3.1 Supported FLUX.1 Supported GLM-4.5-Air Supported Gemma 3 Supported JSON Supported Kimi K2 Thinking Supported Kimi K2.6 Supported Kimi K3 Supported Mistral AI Supported Mistral NeMo Supported NVIDIA Llama Nemotron Supported Nebius Supported QwQ-32B Supported Qwen Supported Qwen3 Supported Qwen3-Coder Supported pgvector Supported Show More Integrations View All 40 Integrations
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