Pathmaker vs Continue vs CodingFleet vs CodeRabbit

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

Your tool
Pathmaker
vs
Competitor 1
Continue
Competitor 2
CodingFleet
Competitor 3
CodeRabbit
Compare
4 tools · best value per row highlighted
Your tool 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
Remove
Competitor Continue
continue.dev
Continue is an open-source AI coding agent that was built by a community of developers and has since been acquired by Cursor.
Make main Remove
Competitor CodingFleet
codingfleet.com
You get three uses as a guest before CodingFleet asks you to buy credits
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
410.4Kvisits/mo
138.8Kvisits/mo
1Mvisits/mo
MoM change
—
▼ 16.6%
▲ 37.7%
▼ 22.7%
6-month growth
—
-24.4%
+130.9%
+50.4%
Global rank web
—
#106,338
#323,656
#38,145
Avg. last 3 months
—
539.2K
101.4K
1.2M
Bounce rate lower is better
0%
48%
46%
49%
Pages / visit
—
2.4
1.8
3.5
Visit duration
—
1m 44s
35s
1m 55s
Traffic sources
—
● Direct 93% · ● Referral 6%
● Direct 88% · ● Referral 10%
● Direct 73% · ● Referral 24%
PathmakerContinueCodingFleetCodeRabbit
0331.5K663K994.5K1.3MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M10K100K1M10MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
Free tier
Free
$7per month · free tier available
$24per month
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
—
—
Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
Text
CodeText
CodeText
Code
Output
Text
Code
Code
CodeText
Skill level
Beginner-friendly
Advanced
Intermediate
Intermediate
Categories
Education & LearningAI CoachingAI Course
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
5
8
Coding
–
–
Code reviews
–
–
Code testing
–
–
Development
–
–
Coaching
–
–
–
Courses
–
–
–
Curriculum navigation
–
–
–
GitHub pull requests
–
–
–
Self-education guidance
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Python
–
–
–
Tutoring
–
–
–
Virtual coaching
–
–
–
Code explanations
–
–
–
Debugging
–
–
–
Education
–
–
–
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.