GitHub Copilot CLI vs mabl vs CodeRabbit vs Windsurf

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

Your tool
GitHub Copilot CLI
vs
Competitor 1
mabl
Competitor 2
CodeRabbit
Competitor 3
Windsurf
Compare
4 tools · best value per row highlighted
Your tool 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.
Remove
Competitor mabl
mabl.com
mabl is an agentic testing platform that sits between build and release and verifies that software actually works.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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
Traffic estimated monthly website traffic
Monthly visits
—
—
1Mvisits/mo
29.6Kvisits/mo
MoM change
—
—
▼ 22.7%
▲ 7.8%
6-month growth
—
—
+50.4%
+122.1%
Global rank web
—
—
#38,145
#1,172,623
Avg. last 3 months
—
—
1.2M
26.9K
Bounce rate lower is better
—
—
49%
50%
Pages / visit
—
—
3.5
1.3
Visit duration
—
—
1m 55s
13s
Traffic sources
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● Direct 73% · ● Referral 24%
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GitHub Copilot CLImablCodeRabbitWindsurf
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
—
Freemium
Freemium
Starting price
Free
—
$24per month
$20per month · free tier available
Free tier
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Free trial
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–
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API access
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–
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Plans
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—
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
CodeText
TextWeb pages
Code
CodeText
Output
Code
Data
CodeText
Code
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI Testing
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
7
8
8
Agents
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GitHub pull requests
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Coding
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Code reviews
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Developer tools
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Agent management
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Code autocompletion
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Test automation
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Testing
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API testing
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–
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Code analysis
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–
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Code documentation
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–
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Code quality
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–
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Code security analysis
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Code testing
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Debugging
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Test creation
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Website testing
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Development
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–
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GitHub management
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–
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No-code
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–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.