CodeRabbit vs LabEx vs Pathmaker vs Sourcery

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

Your tool
CodeRabbit
vs
Competitor 1
LabEx
Competitor 2
Pathmaker
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 LabEx
labex.io
You're learning Linux commands or Kubernetes deployments through actual terminal sessions and live environments
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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 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
1.1Mvisits/mo
—
57.7Kvisits/mo
MoM change
▼ 22.7%
▼ 0.5%
—
▼ 19.8%
6-month growth
+50.4%
-5.2%
—
-28.8%
Global rank web
#38,145
#47,847
—
#495,687
Avg. last 3 months
1.2M
1.2M
—
65.8K
Bounce rate lower is better
49%
46%
0%
46%
Pages / visit
3.5
3.6
—
2.3
Visit duration
1m 55s
3m 32s
—
24s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 84% · ● Referral 12%
—
● Direct 83% · ● Referral 15%
CodeRabbitLabExPathmakerSourcery
0360.8K721.6K1.1M1.4MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MSourcery · 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
$99.9per month · free tier available
Free tier
$12per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
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
CodeText
Text
Code
Output
CodeText
Text
Text
CodeText
Skill level
Intermediate
Intermediate
Beginner-friendly
Intermediate
Categories
Development & CodeAI Code Review
Education & LearningAI Course
Education & LearningAI CoachingAI Course
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
11
8
Code reviews
–
–
GitHub pull requests
–
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Code security analysis
–
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Courses
–
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Code analysis
–
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Education
–
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Coaching
–
–
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Curriculum navigation
–
–
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Learning paths
–
–
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Self-education guidance
–
–
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Tech learning
–
–
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Code documentation
–
–
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Code quality
–
–
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Code security
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–
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Code testing
–
–
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Cybersecurity education
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Linux
–
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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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Coding
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Course creation
–
–
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Cve monitoring
–
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Cybersecurity vulnerabilities
–
–
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Development
–
–
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Note taking
–
–
–
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.