DeepSeek-V2 vs. DeepSeek-V4 Comparison


DeepSeek-V2 DeepSeek	DeepSeek-V4 DeepSeek	+	+
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About DeepSeek-V2 is a state-of-the-art Mixture-of-Experts (MoE) language model introduced by DeepSeek-AI, characterized by its economical training and efficient inference capabilities. With a total of 236 billion parameters, of which only 21 billion are active per token, it supports a context length of up to 128K tokens. DeepSeek-V2 employs innovative architectures like Multi-head Latent Attention (MLA) for efficient inference by compressing the Key-Value (KV) cache and DeepSeekMoE for cost-effective training through sparse computation. This model significantly outperforms its predecessor, DeepSeek 67B, by saving 42.5% in training costs, reducing the KV cache by 93.3%, and enhancing generation throughput by 5.76 times. Pretrained on an 8.1 trillion token corpus, DeepSeek-V2 excels in language understanding, coding, and reasoning tasks, making it a top-tier performer among open-source models.	About DeepSeek-V4 is a next-generation open-source language model designed for high-performance reasoning, coding, and long-context intelligence. It introduces a powerful architecture with up to one million token context length, enabling seamless handling of large datasets and complex multi-step workflows. The model comes in two variants: DeepSeek-V4-Pro for maximum performance and DeepSeek-V4-Flash for efficiency and speed. DeepSeek-V4-Pro features 1.6 trillion total parameters with 49 billion activated, delivering near state-of-the-art performance comparable to leading closed-source models. It excels in agentic coding, mathematical reasoning, and world knowledge tasks. The model integrates advanced attention mechanisms, including token-wise compression and sparse attention, significantly reducing compute and memory costs. It is also optimized for AI agents, supporting tool use and multi-step workflows.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI researchers, developers, and tech enthusiasts seeking a high-performance, cost-efficient open-source language model for advanced natural language processing, coding, and reasoning tasks	Audience AI developers, research teams, and enterprises seeking a high-performance, open-source language model for advanced reasoning, coding, and large-scale AI applications
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 Not 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 Free Open source Free Version Supported Free Trial Not Supported	Pricing Free Open source Free Version 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 deepseek.com	Company Information DeepSeek Founded: 2023 China deepseek.com
Alternatives DeepSeek-V4 DeepSeek	Alternatives GPT-5.6 Sol OpenAI
DeepSeek-V4-Pro DeepSeek	GPT-6 Astra OpenAI
DeepSeek-V4.1-Flash-1017 DeepSeek	GPT-6 Luna OpenAI
DeepSeek-V4-Flash DeepSeek	DeepSeek-V2 DeepSeek
DeepSeek R1 DeepSeek View All	DeepSeek-V4.1-Flash-1017 DeepSeek View All
Categories AI Coding Models Supported AI Models Supported Large Language Models Supported Open-Weight AI Models Supported	Categories AI Coding Models Supported AI Models Supported Large Language Models Supported Open-Weight AI Models Supported

Integrations C Not Supported C# Not Supported C++ Not Supported CSS Not Supported Cline Not Supported Dart Not Supported DeepSeek-V4.1-Flash-1017 Not Supported Go Not Supported HTML Not Supported Java Not Supported Novita AI Not Supported OpenClaw Not Supported PHP Not Supported Rust Not Supported SQL Not Supported Scala Not Supported SiliconFlow Supported Solidity Not Supported YAML Not Supported ZooClaw Not Supported Show More Integrations View All 1 Integration	Integrations C Supported C# Supported C++ Supported CSS Supported Cline Supported Dart Supported DeepSeek-V4.1-Flash-1017 Supported Go Supported HTML Supported Java Supported Novita AI Supported OpenClaw Supported PHP Supported Rust Supported SQL Supported Scala Supported SiliconFlow Not Supported Solidity Supported YAML Supported ZooClaw Supported Show More Integrations View All 40 Integrations
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