GitHub Copilot vs Pathmaker vs Programming Helper vs CodeRabbit

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

Your tool
GitHub Copilot
vs
Competitor 1
Pathmaker
Competitor 2
Programming Helper
Competitor 3
CodeRabbit
Compare
4 tools · best value per row highlighted
Your tool GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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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 Programming Helper
programming-helper.com
Most AI chatbots force you to craft perfect prompts—then tweak whatever comes back
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Traffic estimated monthly website traffic
Monthly visits
637.9Mvisits/mo
—
4.6Kvisits/mo
1Mvisits/mo
MoM change
▲ 3.7%
—
▼ 17.6%
▼ 22.7%
6-month growth
+19.3%
—
+40.4%
+50.4%
Global rank web
#49
—
#3,812,090
#38,145
Avg. last 3 months
629.7M
—
5K
1.2M
Bounce rate lower is better
36%
0%
48%
49%
Pages / visit
5.9
—
1.3
3.5
Visit duration
6m 26s
—
16s
1m 55s
Traffic sources
● Direct 83% · ● Referral 15%
—
—
● Direct 73% · ● Referral 24%
GitHub CopilotPathmakerProgramming HelperCodeRabbit
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MProgramming Helper · 2.7KProgramming Helper · 3.7KProgramming Helper · 3.2KProgramming Helper · 2.7KProgramming Helper · 3.3KProgramming Helper · 4.1KProgramming Helper · 13.8KProgramming Helper · 4.8KProgramming Helper · 5.6KProgramming Helper · 4.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M1K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MProgramming Helper · 2.7KProgramming Helper · 3.7KProgramming Helper · 3.2KProgramming Helper · 2.7KProgramming Helper · 3.3KProgramming Helper · 4.1KProgramming Helper · 13.8KProgramming Helper · 4.8KProgramming Helper · 5.6KProgramming Helper · 4.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$4per month · free tier available
Free tier
$20per month · free tier available
$24per month
Free tier
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Free trial
–
–
API access
–
–
–
–
Plans
Free FreeTeam $4/moEnterprise $21/mo
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—
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
CodeText
Text
CodeText
Code
Output
Code
Text
CodeText
CodeText
Skill level
Intermediate
Beginner-friendly
Intermediate
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Education & LearningAI CoachingAI Course
Development & CodeAI Coding AssistantSQL Query Builder
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
11
6
8
Code reviews
–
–
Coding
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Code testing
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Coaching
–
–
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Code autocompletion
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–
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Courses
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Curriculum navigation
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–
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GitHub pull requests
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–
–
Learning paths
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–
–
Regex
–
–
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SQL queries
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–
–
Self-education guidance
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–
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Agents
–
–
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Code analysis
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Code documentation
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Code explanations
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Code quality
–
–
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Code security analysis
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Coding in VS Code
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Study plans
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–
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Tutoring
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–
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Virtual coaching
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Vs code
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Agent management
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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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SQL
–
–
–
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
2
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.