CodeRabbit vs Pathmaker vs Kilo Code vs Sourcery

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

Your tool
CodeRabbit
vs
Competitor 1
Pathmaker
Competitor 2
Kilo Code
Competitor 3
Sourcery
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Pathmaker
pathmaker.app
Pathmaker is a personalized learning platform built for anyone ready to take control of their education. Instead of generic online courses or overwhelming resource lists, Pathmaker helps you create ta
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Competitor Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
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Competitor Sourcery
sourcery.ai
AI code reviewer that never takes a day off
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
1.9Kvisits/mo
57.7Kvisits/mo
MoM change
▼ 22.7%
—
▼ 42.3%
▼ 19.8%
6-month growth
+50.4%
—
-94.4%
-28.8%
Global rank web
#38,145
—
#4,668,091
#495,687
Avg. last 3 months
1.2M
—
10.5K
65.8K
Bounce rate lower is better
49%
0%
34%
46%
Pages / visit
3.5
—
2.4
2.3
Visit duration
1m 55s
—
19s
24s
Traffic sources
● Direct 73% · ● Referral 24%
—
—
● Direct 83% · ● Referral 15%
CodeRabbitPathmakerKilo CodeSourcery
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7K1K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
Free tier
$20per month · free tier available
$12per month · free tier available
Free tier
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Free trial
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API access
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Open Source CustomPro $12/moTeam $24/moEnterprise Custom
Capabilities input → output
Input
Code
Text
CodeText
Code
Output
CodeText
Text
Code
CodeText
Skill level
Intermediate
Beginner-friendly
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Education & LearningAI CoachingAI Course
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
11
5
8
Code analysis
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Code reviews
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GitHub pull requests
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Code security analysis
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Development
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Coaching
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Coding
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Courses
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Curriculum navigation
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Learning paths
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Self-education guidance
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Code documentation
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Code quality
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Code security
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Code testing
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Coding in VS Code
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Study plans
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Tutoring
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Virtual coaching
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Vulnerability analysis
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Course creation
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Cve monitoring
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Cybersecurity vulnerabilities
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Education
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Note taking
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Vs 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
▲ 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.