TutorAI vs CodeRabbit vs Pathmaker vs Coursebox

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

Your tool
TutorAI
vs
Competitor 1
CodeRabbit
Competitor 2
Pathmaker
Competitor 3
Coursebox
Compare
4 tools · best value per row highlighted
Your tool TutorAI
tutorai.me
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
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
Make main Remove
Competitor Coursebox
coursebox.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
57.9Kvisits/mo
1Mvisits/mo
—
146.9Kvisits/mo
MoM change
▼ 19.1%
▼ 22.7%
—
▼ 19.5%
6-month growth
-41.8%
+50.4%
—
-34.0%
Global rank web
#539,069
#38,145
—
#208,497
Avg. last 3 months
68.4K
1.2M
—
185.9K
Bounce rate lower is better
40%
49%
0%
38%
Pages / visit
1.8
3.5
—
3.7
Visit duration
14s
1m 55s
—
2m 02s
Traffic sources
● Direct 81% · ● Referral 10%
● Direct 73% · ● Referral 24%
—
● Direct 80% · ● Mail 11%
TutorAICodeRabbitPathmakerCoursebox
0331.5K663K994.5K1.3MTutorAI · 105KTutorAI · 106KTutorAI · 126KTutorAI · 109.8KTutorAI · 99.5KTutorAI · 103.2KTutorAI · 101.6KTutorAI · 75.6KTutorAI · 71.6KTutorAI · 57.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCoursebox · 237.3KCoursebox · 258.9KCoursebox · 272KCoursebox · 188.4KCoursebox · 222.8KCoursebox · 143.1KCoursebox · 124.2KCoursebox · 228.2KCoursebox · 182.4KCoursebox · 146.9K10K100K1M10MTutorAI · 105KTutorAI · 106KTutorAI · 126KTutorAI · 109.8KTutorAI · 99.5KTutorAI · 103.2KTutorAI · 101.6KTutorAI · 75.6KTutorAI · 71.6KTutorAI · 57.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCoursebox · 237.3KCoursebox · 258.9KCoursebox · 272KCoursebox · 188.4KCoursebox · 222.8KCoursebox · 143.1KCoursebox · 124.2KCoursebox · 228.2KCoursebox · 182.4KCoursebox · 146.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$13.33per month · free tier available
$24per month
Free tier
$3per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Free FreeMentor $13.33/moGenius $17.50/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
Plan 1 $3/moEnterprise Custom
Capabilities input → output
Input
ImagesText
Code
Text
DocumentsText
Output
Text
CodeText
Text
ImagesTextVideo
Skill level
Beginner-friendly
Intermediate
Beginner-friendly
Beginner-friendly
Categories
Education & LearningAI CourseAI Flashcard MakerAI Homework Helper+1 more
Development & CodeAI Code Review
Education & LearningAI CoachingAI Course
Education & LearningAI CourseAI Flashcard MakerAI Quiz Generator
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
8
11
9
Courses
–
Course creation
–
Quiz generation
–
–
Learning paths
–
–
Tutoring
–
–
Coaching
–
–
–
Code reviews
–
–
–
Curriculum navigation
–
–
–
GitHub pull requests
–
–
–
Homework assistance
–
–
–
Self-education guidance
–
–
–
All subjects tutoring
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Exam grading
–
–
–
Grading
–
–
–
Question generation
–
–
–
Study materials
–
–
–
Study plans
–
–
–
Virtual coaching
–
–
–
Assessment rubrics
–
–
–
Chatbots
–
–
–
Development
–
–
–
Education
–
–
–
Note taking
–
–
–
Video generation
–
–
–
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
–
–
–
–

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.