CodeRabbit vs Gemini CLI vs Pathmaker vs Qodo (Formerly Codium)

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

Your tool
CodeRabbit
vs
Competitor 1
Gemini CLI
Competitor 2
Pathmaker
Competitor 3
Qodo (Formerly Codium)
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Gemini CLI
github.com
It can query and edit large codebases, generate new apps from PDFs, images, or sketches using multimodal input, and debug problems when you describe them in plain language.
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 Qodo (Formerly Codium)
qodo.ai
Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
—
276.5Kvisits/mo
MoM change
▼ 22.7%
—
—
▲ 9.3%
6-month growth
+50.4%
—
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-29.0%
Global rank web
#38,145
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#170,528
Avg. last 3 months
1.2M
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—
268.7K
Bounce rate lower is better
49%
—
0%
41%
Pages / visit
3.5
—
—
2.4
Visit duration
1m 55s
—
—
49s
Traffic sources
● Direct 73% · ● Referral 24%
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● Direct 85% · ● Referral 11%
CodeRabbitGemini CLIPathmakerQodo (Formerly Codium)
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$24per month
Free
Free tier
$30per month
Free tier
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Free trial
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API access
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–
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–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free (personal Google account) Free
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Free Trial CustomPro Team $30/moEnterprise Custom
Capabilities input → output
Input
Code
CodeDocumentsImagesText
Text
Code
Output
CodeText
Code
Text
CodeText
Skill level
Intermediate
Advanced
Beginner-friendly
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Education & LearningAI CoachingAI Course
Development & CodeAI Code ReviewAI Coding AssistantAI Testing
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
11
10
Code analysis
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Code reviews
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Coding
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GitHub pull requests
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Code quality
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Code testing
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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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Learning paths
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Self-education guidance
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Testing
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Agents
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Code documentation
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Code security analysis
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Study plans
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Test cases
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Test creation
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Tutoring
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Unit tests
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Virtual coaching
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Course creation
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Debugging
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Developer tools
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Education
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Note taking
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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.