Windsurf vs CodeRabbit vs GitHub Copilot Autofix vs Factory

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

Your tool
Windsurf
vs
Competitor 1
CodeRabbit
Competitor 2
GitHub Copilot Autofix
Competitor 3
Factory
Compare
4 tools · best value per row highlighted
Your tool 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.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor GitHub Copilot Autofix
github.com
It reviews vulnerabilities found in code and proposes automated fixes directly in GitHub, so developers can write secure code at scale instead of leaving security tickets in a backlog.
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Competitor Factory
factory.ai
Factory is an agent-native software development platform built around autonomous coding agents called Droids.
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Traffic estimated monthly website traffic
Monthly visits
29.6Kvisits/mo
1Mvisits/mo
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—
MoM change
▲ 7.8%
▼ 22.7%
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6-month growth
+122.1%
+50.4%
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Global rank web
#1,172,623
#38,145
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Avg. last 3 months
26.9K
1.2M
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Bounce rate lower is better
50%
49%
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Pages / visit
1.3
3.5
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Visit duration
13s
1m 55s
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Traffic sources
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● Direct 73% · ● Referral 24%
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WindsurfCodeRabbitGitHub Copilot AutofixFactory
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
Freemium
Freemium
Free Trial
Paid
Starting price
$20per month · free tier available
$24per month
$30per month
$20per month
Free tier
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Free trial
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API access
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Plans
Free FreePro $20/moMax $200/moTeams $80/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Pro $20/moPlus $100/moMax $200/moTeams $60/mo+2 more
Capabilities input → output
Input
CodeText
Code
Code
CodeText
Output
Code
CodeText
Code
Code
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
8
7
6
Code reviews
GitHub pull requests
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Coding
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Agents
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Code security analysis
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Agent management
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Development
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Code autocompletion
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Code security
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Code analysis
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Code documentation
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Code quality
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Code testing
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Debugging
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Developer tools
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Vulnerability analysis
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Code validation
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Cybersecurity vulnerabilities
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GitHub automation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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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.