DeepSeek V4
DeepSeek FAQ | Is DeepSeek Free? Safe? Better Than ChatGPT? All Answers
DeepSeek frequently asked questions: what is DeepSeek, pricing, safety, download, API usage | Complete Q&A
What is DeepSeek?
DeepSeek is an open-source large language model developed by Chinese company DeepSeek AI. Its latest flagship, DeepSeek V4 (open-sourced under MIT, April 24, 2026), is a frontier model matching GPT-5.4, Claude 4.6 and Gemini 3.1 Pro across many benchmarks at roughly 5-30x lower cost. Excels at code generation, math reasoning and document understanding. Fully open-source with local deployment.
Is DeepSeek free?
Yes! Provides free API quota, individual developers can use directly. Get free trial on Atlas Cloud registration. Enterprise users can choose paid for higher quota and tech support.
DeepSeek vs ChatGPT which is better?
DeepSeek V4 matches GPT-5.4, Claude 4.6 and Gemini 3.1 Pro across many benchmarks — SWE-bench Verified 80.6% (vs GPT-5.4's 77.2%), LiveCodeBench 93.5, GPQA 90.1%. Main advantages: 1) Roughly 5-30x lower cost; 2) Fully open source (MIT); 3) Local deployment; 4) Strong Chinese. ChatGPT is slightly stronger in general chat, but expensive and closed-source.
Is DeepSeek safe?
DeepSeek developed by legitimate company, code fully transparent. Enterprises can deploy locally, data on-premise, safer than ChatGPT. Recommend using on Atlas Cloud with enterprise security and compliance.
How to use DeepSeek?
Three ways: 1) Online trial - Atlas Cloud free trial, ready to use; 2) API calls - Get key, integrate to apps; 3) Local deploy - Download model to server. Beginners recommend trial first.
When was DeepSeek V4 released?
DeepSeek V4 was officially released and open-sourced (MIT license) on April 24, 2026, with weights on Hugging Face. Try it now via chat.deepseek.com, the official API, or Atlas Cloud.
DeepSeek V4 new features?
Key features: 1) Top-tier agentic coding (SWE-bench Verified 80.6%, highest open-weights); 2) Trillion-param MoE (Pro 1.6T/49B, Flash 284B/13B); 3) 1M-token context; 4) CSA+HCA hybrid attention for extreme efficiency; 5) Fully open source (MIT) at very low cost.
Can DeepSeek generate images?
DeepSeek is mainly text model, doesn't generate images. DeepSeek-VL can understand images. For image generation recommend Stable Diffusion etc.
Is DeepSeek open source?
Fully open source! Model weights, code, reports public on GitHub. Enterprises free to download deploy, no vendor lock-in, biggest advantage vs ChatGPT.
DeepSeek context length?
V2/V3 support 128K tokens (~100K characters). V4 now supports a 1M-token context, handling entire books or large codebases — on par with the 1M windows of GPT-5.4, Claude 4.6 and Gemini 3.1 Pro, but far cheaper via CSA+HCA hybrid attention.
How to download DeepSeek?
Visit GitHub or HuggingFace download. Note: model tens of GB, needs 24GB+ VRAM GPU. Recommend Atlas Cloud trial first, confirm needs before local deploy.
What is Atlas Cloud?
Atlas Cloud is leading AI model service platform and OpenRouter ecosystem partner. Provides enterprise access to DeepSeek and open-source models with latest versions. Passed SOC I & II, HIPAA certifications. Offers: 1) Ready API; 2) Enterprise SLA; 3) Multi-region; 4) Tech support. New users get free credits, easier than self-deploy.
DeepSeek programming languages?
DeepSeek-Coder-V2 supports 338 programming languages, covers Python, Java, JavaScript, Go, Rust etc mainstream and niche languages, best AI assistant for developers.
Who is DeepSeek for?
Individual devs: low-cost AI; Enterprises: local deploy protects data; Students: free learning tool; Researchers: open-source customizable. Basically all scenarios needing AI!
DeepSeek limitations?
Free version has rate limits; Local deploy needs 24GB+ VRAM; Sensitive topics refused. Atlas Cloud usage solves rate and hardware limits, enterprise version unlimited.
Can DeepSeek replace ChatGPT?
Most scenarios yes! Especially for code, math and document tasks, DeepSeek V4 matches frontier models like GPT-5.4, Claude 4.6 and Gemini 3.1 Pro (SWE-bench 80.6%) at roughly 5-30x lower cost. GPT-5.4 is slightly stronger in general conversation, but DeepSeek is sufficient for most needs.
DeepSeek Chinese capability?
Very strong! DeepSeek developed by Chinese team, native Chinese training, Chinese understanding and generation far exceeds ChatGPT. Highly recommended for domestic users.
How to get DeepSeek API key?
Register on Atlas Cloud, create API key in console. New users get free credits, no credit card needed, start using in 1 minute.
DeepSeek response speed?
DeepSeek deployed on Atlas Cloud responds in ~1-2 seconds first token, streaming output ~30-50 tokens/sec, comparable to ChatGPT. Self-deploy speed depends on hardware.
Can DeepSeek work offline?
Yes! After downloading model weights can run completely offline, suitable for intranet or data-sensitive scenarios. Need to prepare high-end GPU server, see deployment docs for config.