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Side-by-side comparison · Coding & Dev Tools

CodeRabbit vs Qodo vs Zed

Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.

CodeRabbit

3.9

From $24/dev/mo

Qodo

3.7

From From $30/mo in pooled credits

Best overall

Zed

4.3

From $10/mo

Comparing 3 tools, the maximum.

At a glance

Easiest to use

Pick it if: Teams and solo builders shipping code through GitHub or GitLab, especially those letting AI agents write most of it.

Qodo3.7

Pick it if: Software teams who want every pull request checked for bugs and against their coding standards before a person reviews it.

Zed4.3
Best overallBest value

Pick it if: Developers who want a fast editor and already pay for Claude or another AI provider.

Overview

AttributeCodeRabbitQodoZed
In one lineAI that reviews every code change on GitHub and flags bugs before they go live.AI code review that checks every pull request against your team's rules before merge.A fast, free, open-source code editor that runs Claude Code and other AI agents inside it.
Pricing modelFreemiumPaidOpen source
Starting price$24/dev/moFrom $30/mo in pooled credits$10/mo
Free plan Yes No Yes
Works with Claude Code Yes Yes Yes

Rating breakdown

Our scores out of 5. The higher bar in each row is highlighted.

AttributeCodeRabbitQodoZed
Overall rating3.93.74.3Winner
Ease of useHow quickly someone non-technical gets value from it.
4.5
4.0
3.5
FeaturesHow completely it covers its own job, and how well the pieces fit together.
4.5
4.0
4.0
Output qualityHow good the results are before you fix them.
4.0
3.5
4.0
Value for moneyWhat you get for the price, including the free plan.
3.0
3.0
5.0
Speed & reliabilityHow fast it is and how often it falls over.
3.5
4.0
5.0

Feature comparison

A tick means it does this today. A dash means we haven't checked.

AttributeCodeRabbitQodoZed
Access & platform
Free plan Yes No Yes
Mobile app No– No
Desktop app No– Yes
Browser extension No– No
API access Yes––
Teams & business
Team workspace Yes Yes Yes
Enterprise plan or SSO Yes Yes No
Connects to other apps Yes Yes Yes
Open source or self-hosted– Yes Yes
AI abilities
Works with your files No– Yes
Understands images No– Yes
Makes images No No No
Makes video No No No
Writes code Yes Yes Yes
Runs agents or automations Yes Yes Yes
Learns your brand or style Yes– Yes
Works in many languages Yes– Yes
Capabilities score9/ 176/ 1711/ 17

Pricing

Plans as listed on each vendor's site when we last checked. Confirm before you buy.

AttributeCodeRabbitQodoZed
Plans

Free

Free

Open-source projects and trying it out.

Free trial

Free for 14 days

Testing it on your own repositories.

PersonalOur pick

Free

Almost everyone.

EssentialsOur pick

$24/dev/mo billed yearly, or $30 monthly

Small teams who want every pull request reviewed.

Pro TeamOur pick

From $30/mo in pooled credits

Teams of up to 30 developers.

Pro

$10/mo

People who want Zed's hosted AI without managing keys.

Team

$48/dev/mo billed yearly, or $60 monthly

Busier teams with many open pull requests.

Enterprise

Custom

Larger organisations with security requirements.

Business

$30/seat/mo

Teams that need spending and access controls.

Advanced

$72/dev/mo billed yearly, or $90 monthly

Teams that want security monitoring.

Enterprise

Custom

Large organisations.

Which plan to pickStart with the 14-day trial. Essentials is enough for most small teams; you only pay for developers who open pull requests. Turn on usage-based reviews ($0.25 a file) with a monthly cap if you keep hitting the hourly limit.Run the 14-day trial on a busy repository and see how many credits a normal week uses before you pick a credit pack. Talk to sales only if you need SSO or on-premise hosting.Personal. If you have Claude Pro, run Claude Code inside Zed and you are done. Pro only makes sense if you want Zed's built-in assistant and edit predictions without setting up API keys.

Key features

AttributeCodeRabbitQodoZed
Standout features
  • Pull request reviews
  • One-click fixes
  • Learns your rules
  • Reviews before you commit
  • Pre-merge checks
  • Triage and security
  • Multi-agent pull request review
  • Rules and skills
  • Codebase context
  • Review in the IDE
  • CLI for coding agents
  • Built for speed
  • External agents inside the editor
  • Bring your own keys
  • Edit predictions
  • Real-time collaboration
  • Open source

Pros and cons

AttributeCodeRabbitQodoZed
Pros
  • Set up in minutes and reviews every pull request automatically
  • Catches real bugs, including ones the coding agent missed
  • Works with any coding agent or editor
  • Free for open-source projects
  • Learns your preferences when you reply to it
  • Reviews use context from the wider codebase, not just the diff
  • Custom rules applied across every repository
  • Supports all the major Git platforms
  • Enterprise hosting options, including on-premise
  • Noticeably faster than VS Code and Cursor
  • Free, open source, and no charge for running your own agents
  • Clean agent panel that shows exactly what changed
  • Built-in real-time collaboration
Cons
  • Marketed as unlimited, but hourly caps and fair-use throttling frustrate heavy users
  • Can be noisy, with nitpicks mixed in with real problems
  • Per-developer pricing adds up for bigger teams
  • Some users report billing mistakes, refund trouble and slow support
  • No free plan any more, only a 14-day trial
  • Credit-based pricing makes cost per review uneven and harder to budget
  • Some comments are noise until you tune your rules
  • Product and plan names have changed several times, which makes older reviews confusing
  • Smaller extension library than VS Code or Cursor
  • Less hand-holding for beginners; it assumes you know your way around an editor
  • Business plan has no SSO yet, which rules it out for some companies
  • Its own hosted AI is basic compared with the agents you can bring

Who each one is for

AttributeCodeRabbitQodoZed
Best for
  • Reviewing AI-written code before it ships
  • Small teams without a senior reviewer
  • Catching bugs and security issues in pull requests
  • Open-source projects (free)
  • Automatic first-pass pull request reviews
  • Enforcing team coding rules across repositories
  • Checking AI-written code before merge
  • Spotting missing tests and edge cases
  • Companies needing on-premise or single-tenant hosting
  • Running Claude Code inside an editor
  • Speed on big projects
  • Using your own AI subscription
  • Pairing with teammates in real time
You'll find it used by
  • Software teams
  • Open-source maintainers
  • Agencies
  • Solo founders
  • Software teams
  • Engineering managers
  • Tech leads
  • Enterprise development teams
  • Developers
  • Claude Code users
  • Open source fans
  • Small teams

Questions people ask

Which is better, CodeRabbit, Qodo or Zed?

Zed scores highest overall in our ratings (CodeRabbit 3.9/5, Qodo 3.7/5 and Zed 4.3/5). CodeRabbit is best for Reviewing AI-written code before it ships and small teams without a senior reviewer. Qodo is best for automatic first-pass pull request reviews and enforcing team coding rules across repositories. Zed is best for Running Claude Code inside an editor and speed on big projects.

Which is cheaper, CodeRabbit, Qodo or Zed?

CodeRabbit: There's a free plan, and paid plans start at $24/dev/mo. Qodo: There's no free plan. Paid plans start at From $30/mo in pooled credits. Zed: There's a free plan, and paid plans start at $10/mo.

Which is easier to use, CodeRabbit, Qodo or Zed?

CodeRabbit rates highest for ease of use in our scores. Teams and solo builders shipping code through GitHub or GitLab, especially those letting AI agents write most of it.

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.

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