Windsurf vs CodeRabbit vs CometAPI 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
CometAPI
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 CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
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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
302.3Kvisits/mo
—
MoM change
▲ 7.8%
▼ 22.7%
▲ 9.9%
—
6-month growth
+122.1%
+50.4%
-16.5%
—
Global rank web
#1,172,623
#38,145
#157,147
—
Avg. last 3 months
26.9K
1.2M
295.7K
—
Bounce rate lower is better
50%
49%
46%
—
Pages / visit
1.3
3.5
2.9
—
Visit duration
13s
1m 55s
38s
—
Traffic sources
—
● Direct 73% · ● Referral 24%
● Direct 69% · ● Referral 30%
—
WindsurfCodeRabbitCometAPIFactory
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 · 1MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3K10K100K1M10MWindsurf · 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 · 1MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
$20per month · free tier available
$24per month
$4per month · free tier available
$20per month
Free tier
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–
Free trial
–
–
API access
–
–
Plans
Free FreePro $20/moMax $200/moTeams $80/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Pro $20/moPlus $100/moMax $200/moTeams $60/mo+2 more
Capabilities input → output
Input
CodeText
Code
ImagesText
CodeText
Output
Code
CodeText
ImagesTextVideo
Code
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI API
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
8
6
6
Code reviews
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Coding
–
–
Agents
–
–
Agent management
–
–
Developer tools
–
–
GitHub pull requests
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Development
–
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APIs
–
–
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Code autocompletion
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–
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LLM gateway
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–
–
API integrations
–
–
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Code analysis
–
–
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Code documentation
–
–
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Code quality
–
–
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Code security analysis
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–
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Code testing
–
–
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Debugging
–
–
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Code validation
–
–
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Image generation
–
–
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Video generation
–
–
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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
–
–
–
–

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.