1M
Million-Token Context Window
Process ultra-long documents and entire codebases in one pass
DeepSeek-V4 Series · Latest Release 2026
A stable, efficient platform to use DeepSeek-V4 online. Supports million-token long-context processing and top-tier deep reasoning — click to jump straight into the web chat and try the latest DeepSeek-V4-Pro and Flash versions.
The DeepSeek-V4 series breaks new ground across context length, reasoning, Agent capabilities, and more
1M
Process ultra-long documents and entire codebases in one pass
2
Pro flagship and Flash lightweight versions
Leading
Leads open-source models in world knowledge benchmarks
Agent
Major gains in agentic coding and tool use
Vision
Upload images for analysis — multimodal conversations made intuitive
CoT
Chain-of-thought enabled by default for smarter learning, writing, and Q&A
Free to Try · Available Now
Million-token context, top-tier reasoning, Agent intelligence — the next generation of AI is ready. Start your intelligent journey with one click.
Choose Pro for flagship performance or Flash for lightweight speed — both support million-token context
What does a 1M (million-token) context window mean? You can process the full text of The Three-Body Problem trilogy in one go, or the complete context of an entire large code repository.
DeepSeek pioneered a new attention mechanism that compresses along the token dimension, combined with DSA sparse attention. The 1M context window is now standard across all official services.
Compute and memory requirements for processing 1M-token context have dropped dramatically — V4-Pro needs only 27% of the compute and 10% of the VRAM compared to V3.2, making ultra-long context truly practical.
vs. V3.2 for 1M context
vs. V3.2 for 1M context
Standard on all official services
Put It in Perspective
1M context ≈ ~750,000 Chinese characters ≈ The Three-Body Problem trilogy in full + extensive supplementary material
DeepSeek-V4 is the Agentic Coding model used internally at DeepSeek, achieving the best open-source score on Agentic Coding benchmarks
DeepSeek-V4 agentic coding that understands full project context for development
DeepSeek-V4 auto-generates technical docs and reports from long documents
DeepSeek-V4 decomposes and automates complex multi-step workflows
DeepSeek-V4 calls external APIs, databases, and developer toolchains
DeepSeek-V4 delivers outstanding results across authoritative benchmarks — ranked #1 in China on Chinese evaluation suites
87.5%
MMLU-Pro
90.1%
GPQA Diamond
84.4%
Chinese-SimpleQA
93.5%
LiveCodeBench
3206
Codeforces Rating
70.98
DeepSeek-V4 · SuperCLUE Pro
#1 in China
68.82
DeepSeek-V4 · SuperCLUE Flash
Close behind
+20
DeepSeek-V4 Agent capability gain
vs. V3.2
+10
DeepSeek-V4 Math reasoning gain
vs. V3.2
+12
DeepSeek-V4 Instruction following gain
vs. V3.2
What you may want to know about the DeepSeek-V4 model series
DeepSeek-V4 is DeepSeek's latest large language model series, released in 2026. Core upgrades include a million-token (1M) context window, significantly enhanced Agent capabilities, and major gains across math reasoning, code generation, and world knowledge benchmarks. DeepSeek-V4 comes in Pro and Flash editions to suit different use cases.
DeepSeek-V4-Pro has 1.6T total parameters and 49B active parameters — a flagship model for complex reasoning, agentic coding, and long-document analysis. DeepSeek-V4-Flash has 284B total parameters and 13B active parameters, delivering lower latency and lower cost while retaining strong capabilities — ideal for everyday chat and high-frequency simple tasks. Both support a 1M context window.
DeepSeek-V4's 1M-token context window equals roughly 750,000 Chinese characters — enough to process ultra-long legal contracts, entire code repositories, dozens of academic papers, or full novels in one pass. Compared to the previous DeepSeek generation, V4 requires only 27% of the compute and 10% of the VRAM to handle million-token context, making ultra-long context truly usable.
DeepSeek-V4 supports OpenAI Chat Completions-compatible and Anthropic-compatible APIs. Set model_name to deepseek-v4-pro or deepseek-v4-flash in your API request. Base URL: https://api.deepseek.com. See our tutorials for detailed integration guides.
DeepSeek-V4 is the Agentic Coding model used internally at DeepSeek and achieves the best open-source score on Agentic Coding benchmarks. It supports tool use, multi-step task planning, and code generation, and is optimized for leading Agent products including Claude Code, OpenClaw, and OpenCode.
Yes. DeepSeek-V4 is open-sourced under the MIT license with model weights available for the community to deploy and build upon — continuing DeepSeek's commitment to making advanced AI reasoning accessible worldwide.
Compared to DeepSeek V3.2, DeepSeek-V4-Pro gains over 20 points in agent capabilities, nearly 10 points in math reasoning, and nearly 12 points in instruction following. On the SuperCLUE Chinese benchmark, DeepSeek-V4-Pro ranks #1 in China at 70.98, with the Flash edition close behind at 68.82.
DeepSeek has launched vision mode, and DeepSeek-V4 supports multimodal image recognition and analysis. DeepSeek-V4.1, planned for June 2026, will add full coverage across text, image, and audio, along with a complete enterprise toolchain.
DeepSeek-V4-Flash is positioned as a high-value lightweight edition — approximately $0.14 per million input tokens overseas and ¥1.25 domestically. It matches Pro on simple tasks, making it an ideal choice for everyday personal use.
Yes. Legacy API model names deepseek-chat and deepseek-reasoner will be deprecated on July 24, 2026. Migrate deepseek-chat to deepseek-v4-flash and deepseek-reasoner to deepseek-v4-pro as soon as possible to avoid service interruption.
DeepSeek-V4 excels across many scenarios: long-document analysis and summarization, software development and Agent automation, math and STEM reasoning, multilingual translation and writing, legal contract review, academic literature reviews, and more. Million-token context gives DeepSeek-V4 a unique edge on complex, long-text tasks.
DeepSeek-V4 delivers outstanding Chinese performance. On SuperCLUE, DeepSeek-V4-Pro ranks #1 in China at 70.98, and scores 84.4% on the Chinese-SimpleQA benchmark. Whether for Chinese conversation, writing, or knowledge Q&A, DeepSeek-V4 provides a fluent and accurate experience.
Have more questions?
Try DeepSeek-V4 NowDeepSeek has launched vision mode with multimodal capabilities — the model understands text and analyzes image content.
DeepSeek-V4.1 is planned for release in June 2026, delivering full coverage across text, image, and audio, along with a complete enterprise toolchain.
Stay up to date with DeepSeek-V4 news and practical tutorials
How do you use DeepSeek for rewriting and polishing? This guide explains DeepSeek-V4 official document polishing, proposal rewriting, conversational paraphrasing, and side-by-side revision—with DeepSeek web app prompt templates, Pro/Flash selection, and a pre-send checklist to help you rewrite accurately, reliably, and without losing meaning.
How do you use DeepSeek for Xiaohongshu copywriting? This guide explains DeepSeek-V4 product-seed notes, short-video scripts, title hooks, and hashtag optimization—with DeepSeek web app prompt templates, Pro/Flash selection, and a pre-publish checklist to help you create content that gets opened, watched, and converted.
How does DeepSeek summarize PDFs? This guide explains DeepSeek-V4 long-document summaries, meeting transcript extraction, contract key points, and whitepaper speed-reading—with DeepSeek web app prompt templates, Pro/Flash selection, and a verification checklist so your AI document summaries stay accurate and reliable.
DeepSeek-V4 in 3 minutes: open web chat, send your first message, try Quick, Expert, and Vision modes, and learn the basics with zero experience.
Five simple DeepSeek-V4 prompt tips for everyday users: clarify tasks, set output format, add context, and get sharper, more useful web chat answers.
No tech jargon needed. From chat, writing, coding, and long docs, compare DeepSeek-V4-Pro vs Flash speed and depth to pick the right edition fast.