CodeRabbit vs Pathmaker vs CodingFleet vs Cursor

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
CodingFleet
Competitor 3
Cursor
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 CodingFleet
codingfleet.com
You get three uses as a guest before CodingFleet asks you to buy credits
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Competitor Cursor
cursor.sh
Code editor that actually understands your codebase
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
138.8Kvisits/mo
4.5Mvisits/mo
MoM change
▼ 22.7%
—
▲ 37.7%
▲ 7.8%
6-month growth
+50.4%
—
+130.9%
-1.8%
Global rank web
#38,145
—
#323,656
#15,584
Avg. last 3 months
1.2M
—
101.4K
4.4M
Bounce rate lower is better
49%
0%
46%
57%
Pages / visit
3.5
—
1.8
2.4
Visit duration
1m 55s
—
35s
1m 36s
Traffic sources
● Direct 73% · ● Referral 24%
—
● Direct 88% · ● Referral 10%
● Referral 80% · ● Mail 13%
CodeRabbitPathmakerCodingFleetCursor
01.2M2.3M3.5M4.6MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5M10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
Free tier
$7per month · free tier available
$20per month · free tier available
Free tier
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Free trial
–
–
API access
–
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
Plan $20.0 $20/moEnterprise $0/mo
Capabilities input → output
Input
Code
Text
CodeText
CodeText
Output
CodeText
Text
Code
Code
Skill level
Intermediate
Beginner-friendly
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Education & LearningAI CoachingAI Course
Development & CodeAI Coding Assistant
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
11
5
7
Coding
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Code reviews
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Code documentation
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Code testing
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Debugging
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Development
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Coaching
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Courses
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Curriculum navigation
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GitHub pull requests
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Learning paths
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Self-education guidance
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Code analysis
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Code quality
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Code security analysis
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Python
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Refactoring
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Study plans
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Tutoring
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Virtual coaching
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Code explanations
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Course creation
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Education
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Note taking
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Terminal commands 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
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
3
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.