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DeepSeek

7.8
Good

Chinese AI lab offering a free chat assistant and open-weight reasoning models with very low API pricing.

writing
coding
research
open-source
API
Open Source

by DeepSeek · Founded 2023

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Overview

DeepSeek became a household name in early 2025 when its R1 reasoning model matched top Western models on many benchmarks at a fraction of the reported training cost, and the company released the weights openly. The consumer chat app is free and genuinely capable, especially for math, logic, and programming, where its reasoning mode walks through problems step by step. For many everyday tasks it holds up well against the free tiers of ChatGPT and Claude.

Its biggest draw for developers is price and openness. The API costs a small fraction of what OpenAI or Anthropic charge for comparable models, and it uses an OpenAI-compatible format, so switching an existing app over is often a one-line change. Because the weights are open, you can also run smaller distilled versions locally through Ollama or LM Studio, or host the full models with a cloud provider, which keeps your data entirely on infrastructure you control.

The trade-offs are significant, and they are mostly about trust rather than capability. The hosted chat app and API store data on servers in China, several governments have banned DeepSeek on official devices, and the model avoids or censors politically sensitive topics. It also lacks many of the extras that ChatGPT offers, such as image generation, advanced voice, and a large plugin ecosystem. Our advice: use the open weights through a provider you trust if privacy matters, use the hosted app only for non-sensitive work, and treat DeepSeek as an excellent low-cost option rather than a full replacement for the leading assistants.

Best Use Cases

Developers who want cheap API access
Running a capable model locally
Math, logic, and coding problems
Budget-conscious users who want a free assistant

Key Features

Reasoning ModeStep-by-step thinking
Open WeightsDownloadable models
API FormatOpenAI compatible
Web SearchBuilt into chat
File UploadDocuments and images

Integrations

Ollama
LM Studio
Hugging Face
OpenAI-compatible SDKs

Pros & Cons

Pros

  • Free chat app with strong reasoning
  • Open-weight models you can run or host yourself
  • API pricing far below most Western competitors
  • Strong at math and coding tasks
  • Shows its reasoning steps

Cons

  • Data is stored on servers in China
  • Banned on government devices in several countries
  • Censors politically sensitive topics
  • Fewer features than ChatGPT, such as image generation and voice
  • Service can be slow or unavailable at peak times

Reviews (0)

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Pricing

Chat$0
  • •Web and mobile apps
  • •Reasoning mode
  • •Web search
APIPay-per-token
  • •Very low per-token rates
  • •OpenAI-compatible format
  • •Discounts for cached input
Self-hostedFree weights
  • •Open-weight models
  • •Permissive license
  • •Run on your own hardware or cloud
See full pricing breakdown →
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Company

CompanyDeepSeek
Founded2023
HQHangzhou, China
Launched2023-11