Factory vs GitHub Copilot CLI vs Windsurf vs CodeRabbit

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Factory
vs
Competitor 1
GitHub Copilot CLI
Competitor 2
Windsurf
Competitor 3
CodeRabbit
Compare
4 tools · best value per row highlighted
Your tool Factory
factory.ai
Factory is an agent-native software development platform built around autonomous coding agents called Droids.
Remove
Competitor GitHub Copilot CLI
github.com
It reads, writes and runs code, works directly with your issues and pull requests, and carries a task from planning to merged code.
Make main Remove
Competitor Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
29.6Kvisits/mo
1Mvisits/mo
MoM change
—
—
▲ 7.8%
▼ 22.7%
6-month growth
—
—
+122.1%
+50.4%
Global rank web
—
—
#1,172,623
#38,145
Avg. last 3 months
—
—
26.9K
1.2M
Bounce rate lower is better
—
—
50%
49%
Pages / visit
—
—
1.3
3.5
Visit duration
—
—
13s
1m 55s
Traffic sources
—
—
—
● Direct 73% · ● Referral 24%
FactoryGitHub Copilot CLIWindsurfCodeRabbit
0331.5K663K994.5K1.3MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M10K100K1M10MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Free
Freemium
Freemium
Starting price
$20per month
Free
$20per month · free tier available
$24per month
Free tier
–
–
Free trial
–
–
–
API access
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–
–
Plans
Pro $20/moPlus $100/moMax $200/moTeams $60/mo+2 more
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Free FreePro $20/moMax $200/moTeams $80/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
CodeText
CodeText
CodeText
Code
Output
Code
Code
Code
CodeText
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
4
6
8
Coding
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Code reviews
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Agents
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–
Agent management
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–
GitHub pull requests
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–
Development
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Code analysis
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–
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Code documentation
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–
–
Code quality
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–
–
Code security analysis
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–
–
Code testing
–
–
–
Debugging
–
–
–
Code validation
–
–
–
Developer tools
–
–
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GitHub management
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–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.