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Side-by-side comparison · Coding & Dev Tools

CodeRabbit vs Factory vs Warp

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

Factory

3.8

From $20/mo

Best overall

Warp

4.1

From $20/mo

Comparing 3 tools, the maximum.

At a glance

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

Pick it if: Software teams that want AI agents to take tickets off the backlog and come back with finished pull requests.

Warp4.1
Best overallBest value

Pick it if: Anyone who has to use the terminal but never wanted to learn it.

Overview

AttributeCodeRabbitFactoryWarp
In one lineAI that reviews every code change on GitHub and flags bugs before they go live.AI coding agents called Droids that take on whole engineering tasks from your backlog.A modern terminal where you can type what you want in plain English instead of commands.
Pricing modelFreemiumPaidFreemium
Starting price$24/dev/mo$20/mo$20/mo
Free plan Yes No Yes
Works with Claude Code Yes Yes No

Rating breakdown

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

AttributeCodeRabbitFactoryWarp
Overall rating3.93.84.1Winner
Ease of useHow quickly someone non-technical gets value from it.
4.5
3.0
4.5
FeaturesHow completely it covers its own job, and how well the pieces fit together.
4.5
4.5
4.0
Output qualityHow good the results are before you fix them.
4.0
4.0
3.5
Value for moneyWhat you get for the price, including the free plan.
3.0
3.5
4.0
Speed & reliabilityHow fast it is and how often it falls over.
3.5
4.0
4.5

Feature comparison

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

AttributeCodeRabbitFactoryWarp
Access & platform
Free plan Yes No Yes
Mobile app No– No
Desktop app No Yes Yes
Browser extension No– No
API access Yes Yes–
Teams & business
Team workspace Yes Yes Yes
Enterprise plan or SSO Yes Yes Yes
Connects to other apps Yes Yes Yes
Open source or self-hosted– No No
AI abilities
Works with your files No Yes Yes
Understands images No––
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/ 178/ 1710/ 17

Pricing

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

AttributeCodeRabbitFactoryWarp
Plans

Free

Free

Open-source projects and trying it out.

Pro

$20/mo

A developer trying agents day to day.

FreeOur pick

Free

Everyone who just wants a better terminal.

EssentialsOur pick

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

Small teams who want every pull request reviewed.

PlusOur pick

$100/mo

Developers who lean on agents all day.

Build

$20/mo, or $18/mo billed yearly

People who lean on the Warp agent daily.

Team

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

Busier teams with many open pull requests.

Max

$200/mo

Heavy individual users.

Max

$200/mo, or $180/mo billed yearly

Heavy agent users.

Advanced

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

Teams that want security monitoring.

Teams

$60/mo per team plus $40/seat

Small teams up to 10 people.

Business

$50/user/mo, or $45/user/mo billed yearly

Teams that need SSO and usage metrics.

Enterprise

Custom

Large organisations.

Business / Enterprise

Custom

Larger companies with security requirements.

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.Try Pro for a month to see if the agents suit your codebase. If you want Droids working in the background while you do other things, you need Plus.Stay on Free. The terminal is the product, and you can run Claude Code inside it on your Claude subscription without paying Warp anything. Only buy Build if you find yourself using Warp's own agent more than Claude Code.

Key features

AttributeCodeRabbitFactoryWarp
Standout features
  • Pull request reviews
  • One-click fixes
  • Learns your rules
  • Reviews before you commit
  • Pre-merge checks
  • Triage and security
  • Droids
  • Start work from anywhere
  • Droid Computers
  • Missions and automations
  • Choice of models
  • Public API and SDK
  • Plain-English commands
  • A proper text editor for commands
  • Blocks and searchable history
  • Warp agent
  • Home for other agents
  • Shared workflows

Pros and cons

AttributeCodeRabbitFactoryWarp
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
  • Start agent work from tickets and chat, not only the terminal
  • Use models from several AI companies in one tool
  • Can fall back to free open models when you hit your limit
  • Strong enterprise options: SSO, zero retention, on-premise
  • The best-looking and most forgiving terminal available
  • Plain-English commands remove the biggest barrier for beginners
  • Free for the terminal itself, with your own AI keys allowed
  • Fast, and runs on Mac, Windows and Linux
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
  • Rolling usage limits make monthly cost hard to predict, and premium models eat them fast
  • Background cloud agents need the $100 plan
  • Less transparent about what context it's using than Claude Code
  • Only useful if you have developers to review its work
  • Its own agent is a step behind Claude Code and Codex
  • Metered agent usage on paid plans runs out faster than you expect
  • You need an account to use it, which some developers dislike
  • Not an editor, so you still need another tool to browse files

Who each one is for

AttributeCodeRabbitFactoryWarp
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)
  • Working through backlog tickets in the background
  • Bug fixes and small features from Jira or Linear
  • Automated pull request reviews
  • Teams that want to mix AI models
  • Recurring engineering chores like docs and tests
  • A nicer home for Claude Code
  • Plain-English commands
  • Searchable command history
  • Sharing commands with your team
You'll find it used by
  • Software teams
  • Open-source maintainers
  • Agencies
  • Solo founders
  • Software teams
  • Engineering managers
  • Developers
  • Platform and DevOps teams
  • Developers
  • Ops teams
  • Terminal beginners
  • Founders

Questions people ask

Which is better, CodeRabbit, Factory or Warp?

Warp scores highest overall in our ratings (CodeRabbit 3.9/5, Factory 3.8/5 and Warp 4.1/5). CodeRabbit is best for Reviewing AI-written code before it ships and small teams without a senior reviewer. Factory is best for working through backlog tickets in the background and bug fixes and small features from Jira or Linear. Warp is best for A nicer home for Claude Code and Plain-English commands.

Which is cheaper, CodeRabbit, Factory or Warp?

CodeRabbit: There's a free plan, and paid plans start at $24/dev/mo. Factory: There's no free plan. Paid plans start at $20/mo. Warp: There's a free plan, and paid plans start at $20/mo.

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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