Coding · Head-to-head

DeepSeek vs Zed

DeepSeek (freemium, AI Score 8.7/10) vs Zed (freemium, AI Score 8.4/10). Side-by-side pricing, features, pros and cons, and which to pick.

The verdict

Pick DeepSeek if…

→you want our editor's pick for this category
→your primary use case is developers who own their agent harness and can hold a stable prompt prefix, since the cache rate is what makes deepseek cheap, and whose work is text rather than screenshots or audio.

Try DeepSeek →

Pick Zed if…

→your primary use case is developers on macos or linux who want a fast, fully open-source editor and would rather plug in claude code or their own api keys than accept a bundled ai subscription.

Try Zed →

Spec	DeepSeek	Zed
Category	Coding	Coding
Pricing model	freemium	freemium
Headline pricing	Free chat + API from $0.14/M input tokens (V4-Flash beta)	Free open-source editor; hosted AI paid tier — check site for current rates
Free tier	Free web and mobile chat with daily usage limits; API is pay-as-you-go, check the platform console for any current credit offer	The editor itself is free and open source under GPL-3.0 with nothing held back for paying users. Hosted AI carries a free monthly allowance; past it you either subscribe or supply your own API keys.
AI Score	8.7/10	8.4/10
Best for	Developers who own their agent harness and can hold a stable prompt prefix, since the cache rate is what makes DeepSeek cheap, and whose work is text rather than screenshots or audio.	Developers on macOS or Linux who want a fast, fully open-source editor and would rather plug in Claude Code or their own API keys than accept a bundled AI subscription.
Editor's pick	✓ Yes	—
Use cases	development agents	development agents
Date added	2026-05-01	2026-05-02

Coding · freemium

✓V4-Flash lists $0.14/M input and $0.28/M output, roughly 36x and 107x under GPT-5.6 Sol's $5 and $30
✓Cache hits at $0.003/M make a repeated agent prefix nearly free, blending to about $0.06/M on an agent-shaped traffic mix
✓MIT-licensed 284B/13B-active weights on Hugging Face, so the same model can be self-hosted or fine-tuned
✓1M-token context on both V4-Pro and V4-Flash handles whole codebases without chunking
✓Native Responses API plus stated Codex adaptation lets agent harnesses point at it without a chat shim

×Text in, text out — no image, audio or video input, so screenshot-driven debugging is off the table
×V4-Flash is a public beta: no SLA, movable rate limits, and no published throughput figure (Artificial Analysis lists Speed as N/A)
×Verbose output — 210M tokens across nine evaluations against a 100M median, which eats into the cheap-token advantage
×China-hosted inference, and the Responses path parks conversation state on DeepSeek's servers, a compliance question before an engineering one

Coding · freemium

✓Fastest mainstream editor — GPU-rendered UI keeps input latency and large-file scrolling ahead of every Electron-based competitor
✓ACP lets you run Claude Code or Gemini CLI inside the editor with proper diff review instead of in a separate terminal
✓Genuinely open source end to end, including Zeta, the edit-prediction model behind its completions
✓Debugger, git panel, terminal and real-time collaboration are built in, so there is no extension stack to assemble
✓Model choice is yours — hosted plan, your own API keys, or fully local through Ollama and LM Studio

×Extension catalogue is a fraction of the VS Code marketplace that Cursor and Windsurf inherit for free
×Zed's own agent is competent but no longer distinctive next to Cursor or dedicated terminal agents — a lot of the value depends on which external agent you plug in
×Windows support trails macOS and Linux in maturity
×Hosted AI billing has been reworked more than once, which makes cost planning harder than on a flat-rate competitor

Updated 2026-08-10. Spec data sourced from official product pages and tracked in our public directory at /tools.