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CodeI Lab vs DeepSeek

Features, pricing, ratings, and pros and cons, side by side.

Verdict

CodeI Lab is listed under Coding AI and DeepSeek under AI Assistants. Only DeepSeek has a free plan or trial. Only DeepSeek is available on Windows, macOS and iOS.

Best overall

DeepSeek

  • Software developers
  • Researchers and analysts
  • Students
  • AI engineers

Choose CodeI Lab if

  • You want a tool built for developers who run coding agents like Claude Code, Codex CLI or OpenCode.

Choose DeepSeek if

  • You want a tool built for Low-cost API integration.
  • Web chat and mobile apps are free.
  • API output costs from $0.60 per 1M tokens (Flash, off-peak), well below most frontier providers.
Best value
DeepSeek
Best for beginners
CodeI Lab
Best for business
DeepSeek

Features

11 features compared.

  • Discounted GPT API credit below official pay-as-you-go cost
    CodeI Lab
    Available
    DeepSeek
    Not available
  • OpenAI-compatible and Anthropic-compatible API endpoints
    CodeI Lab
    Available
    DeepSeek
    Not available
  • V4 model family
    CodeI Lab
    Not available
    DeepSeek
    Available
  • Thinking mode
    CodeI Lab
    Not available
    DeepSeek
    Available
  • Open weights
    CodeI Lab
    Not available
    DeepSeek
    Available
  • OpenAI and Anthropic compatible API
    CodeI Lab
    Not available
    DeepSeek
    Available
  • Tool calls and JSON output
    CodeI Lab
    Not available
    DeepSeek
    Available
  • Search and Fetch APIs
    CodeI Lab
    Not available
    DeepSeek
    Available
  • Agent tool integrations
    CodeI Lab
    Not available
    DeepSeek
    Available
  • DeepSeek Harness
    CodeI Lab
    Not available
    DeepSeek
    Available
  • Vision on Flash
    CodeI Lab
    Not available
    DeepSeek
    Available

Pricing

Plans as listed by each vendor. Check their sites for current prices.

  • Pricing model
    CodeI Lab
    Paid
    DeepSeek
    Freemium
  • Free plan
    CodeI Lab
    No
    DeepSeek
    Yes
  • Starting price
    CodeI Lab
    3
    DeepSeek
    $0
  • Plans
    CodeI Lab
    5 plans
    DeepSeek
    3 plans

CodeI Lab plans

  • Trial

    3/week

    7-day trial with $30 API quota

    • $30 API quota
    • 7 days of access
    • OpenAI and Claude protocols

  • Plus

    9.90/month

    $100 API quota per month

    • $100 API quota
    • OpenAI and Claude protocols
    • One-command setup for Claude Code, Codex CLI and OpenCode

  • Pro

    Most popular

    39.90/month

    $500 API quota per month

    • $500 API quota
    • OpenAI and Claude protocols
    • One-command setup for Claude Code, Codex CLI and OpenCode

  • Ultra

    99.90/month

    $1,500 API quota per month

    • $1,500 API quota
    • OpenAI and Claude protocols
    • One-command setup for Claude Code, Codex CLI and OpenCode

  • Custom

    Custom

    Tailored quota and terms for teams — contact sales

    • Custom API quota
    • OpenAI and Claude protocols
    • Contact sales for pricing

DeepSeek plans

  • Chat and App

    Most popular

    $0

    Free access to DeepSeek models on web, iOS and Android

    • Web chat
    • iOS and Android apps
    • Thinking mode
    • Web search
    • File upload

  • API: deepseek-flash

    $0.15/1M input tokens

    Pay as you go; $0.15 cache-miss input and $0.60 output per 1M tokens off-peak, double at peak

    • 1M context
    • 384K max output
    • Vision
    • Tool calls
    • JSON output

  • API: deepseek-v4-pro

    $0.66/1M input tokens

    Pay as you go; $0.66 cache-miss input and $1.98 output per 1M tokens off-peak, double at peak

    • 1M context
    • 384K max output
    • Tool calls
    • JSON output

Our ratings

Scored out of 10 by the Finder Atlas editorial team. Last reviewed November 2026.

CodeI Lab
Not rated yet
DeepSeek
8.8overall

  • Reasoning & Logic

    CodeI Lab
    Not rated
    DeepSeek
    8.8

  • Coding & Syntax

    CodeI Lab
    Not rated
    DeepSeek
    8.7

  • Cost Efficiency

    CodeI Lab
    Not rated
    DeepSeek
    9.6

  • Long Context

    CodeI Lab
    Not rated
    DeepSeek
    8.8

  • Ease of Use

    CodeI Lab
    Not rated
    DeepSeek
    8.0

Scores weigh documented features, plan value, platform coverage, integrations and user feedback. A missing score means we have not rated that area yet.

Pros and cons

DeepSeek

Pros

  • Web chat and mobile apps are free
  • API output costs from $0.60 per 1M tokens (Flash, off-peak), well below most frontier providers
  • Open weights for V4 and earlier models on Hugging Face
  • 1M-token context and 384K max output on both API models
  • API works with both OpenAI and Anthropic SDKs and several coding agents

Cons

  • Peak-hour API rates are double the off-peak rates on weekday mornings UTC
  • deepseek-v4-pro does not support vision input
  • No image generation
  • Data is processed by a company based in China, which some organizations cannot accept

Platforms

  • Web
    CodeI Lab
    Supported
    DeepSeek
    Supported
  • Windows
    CodeI Lab
    Not supported
    DeepSeek
    Supported
  • macOS
    CodeI Lab
    Not supported
    DeepSeek
    Supported
  • iOS
    CodeI Lab
    Not supported
    DeepSeek
    Supported
  • Android
    CodeI Lab
    Not supported
    DeepSeek
    Supported
  • API
    CodeI Lab
    Supported
    DeepSeek
    Supported
  • Browser Extension
    CodeI Lab
    Not supported
    DeepSeek
    Not supported

Integrations

CodeI Lab

3 integrations
  • Claude Code
  • Codex CLI
  • OpenCode

DeepSeek

6 integrations
  • OpenAI SDK
  • Anthropic SDK
  • Claude Code
  • Codex
  • OpenCode
  • Hugging Face

Company

  • Company
    CodeI Lab
    Not listed
    DeepSeek
    DeepSeek
  • Founded
    CodeI Lab
    Not listed
    DeepSeek
    2023
  • Headquarters
    CodeI Lab
    Not listed
    DeepSeek
    Hangzhou, China
  • Listing
    CodeI Lab
    Not claimed
    DeepSeek
    Claimed

Frequently asked questions

Is CodeI Lab better than DeepSeek?

It depends on your workflow. CodeI Lab is built for developers who run coding agents like Claude Code, Codex CLI or OpenCode. DeepSeek is built for Low-cost API integration.

What are the key feature differences between CodeI Lab and DeepSeek?

CodeI Lab: GPT API for coding agents, at lower cost. DeepSeek: Free AI chat app and low-cost API running DeepSeek's open-weights V4 models.

Does CodeI Lab or DeepSeek have a free plan?

DeepSeek has a free plan or trial; CodeI Lab is paid only.

Which is cheaper, CodeI Lab or DeepSeek?

CodeI Lab starts at 3 and DeepSeek starts at $0. See the pricing table above for what each tier includes.