CodeRabbit vs Pathmaker vs Sourcegraph Cody vs Kilo Code Reviewer
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
CodeRabbit
vs CodeRabbit
Competitor 1
Pathmaker
Pathmaker
Competitor 2
Sourcegraph Cody
Sourcegraph Cody
Competitor 3
Kilo Code Reviewer
Kilo Code ReviewerCompare
4 tools · best value per row highlighted
Competitor
Pathmaker
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
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
185.6Kvisits/mo
1Mvisits/mo
MoM change
▼ 22.7%
—
▼ 10.6%
▼ 17.7%
6-month growth
+50.4%
—
-40.6%
-45.8%
Global rank web
#38,145
—
#204,583
#41,702
Avg. last 3 months
1.2M
—
209.7K
1.3M
Bounce rate lower is better
49%
0%
42%
41%
Pages / visit
3.5
—
2.9
3.3
Visit duration
1m 55s
—
1m 39s
2m 00s
Traffic sources
● Direct 73% · ● Referral 24%
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● Direct 91% · ● Referral 7%
● Direct 85% · ● Referral 13%
CodeRabbitPathmakerSourcegraph CodyKilo Code Reviewer
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
Free tier
$16,000per month
$15per 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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Enterprise $16,000/yr
Free & Open Source FreeTeams $15/moKilo Pass $19/moEnterprise Custom
Capabilities input → output
Input
Code
Text
CodeText
Code
Output
CodeText
Text
Code
Text
Skill level
Intermediate
Beginner-friendly
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
8
11
4
5
Code analysis
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Code reviews
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GitHub pull requests
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Code quality
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Code security analysis
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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 testing
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Study plans
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Tutoring
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Virtual coaching
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Course creation
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Debugging
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Development
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Education
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Note taking
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Prompt management
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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.