CodeRabbit vs Codoki AI vs GitHub Copilot Autofix vs Kilo Code Reviewer

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

Your tool
CodeRabbit
vs
Competitor 1
Codoki AI
Competitor 2
GitHub Copilot Autofix
Competitor 3
Kilo Code Reviewer
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Codoki AI
codoki.ai
Code review automation that catches what human reviewers miss
Make main Remove
Competitor GitHub Copilot Autofix
github.com
It reviews vulnerabilities found in code and proposes automated fixes directly in GitHub, so developers can write secure code at scale instead of leaving security tickets in a backlog.
Make main Remove
Competitor Kilo Code Reviewer
kilo.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
1.4Kvisits/mo
—
1Mvisits/mo
MoM change
▼ 22.7%
▼ 39.0%
—
▼ 17.7%
6-month growth
+50.4%
+69.0%
—
-45.8%
Global rank web
#38,145
#14,158,941
—
#41,702
Avg. last 3 months
1.2M
1.8K
—
1.3M
Bounce rate lower is better
49%
36%
—
41%
Pages / visit
3.5
1.0
—
3.3
Visit duration
1m 55s
—
—
2m 00s
Traffic sources
● Direct 73% · ● Referral 24%
—
—
● Direct 85% · ● Referral 13%
CodeRabbitCodoki AIGitHub Copilot AutofixKilo Code Reviewer
0478.7K957.5K1.4M1.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCodoki AI · 2.6KCodoki AI · 2.8KCodoki AI · 816Codoki AI · 2.2KCodoki AI · 2KCodoki AI · 1.8KCodoki AI · 2.3KCodoki AI · 1.4KKilo Code Reviewer · 144.8KKilo Code Reviewer · 830KKilo Code Reviewer · 1.1MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.4MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.3MKilo Code Reviewer · 1M1001K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCodoki AI · 2.6KCodoki AI · 2.8KCodoki AI · 816Codoki AI · 2.2KCodoki AI · 2KCodoki AI · 1.8KCodoki AI · 2.3KCodoki AI · 1.4KKilo Code Reviewer · 144.8KKilo Code Reviewer · 830KKilo Code Reviewer · 1.1MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.4MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.3MKilo Code Reviewer · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
$24per month
$7.99per month · free tier available
$30per month
$15per month · free tier available
Free tier
–
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Free trial
–
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API access
–
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Starter FreeSolo $7.99/moPro $12.50/moEnterprise Custom
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Free & Open Source FreeTeams $15/moKilo Pass $19/moEnterprise Custom
Capabilities input → output
Input
Code
Text
Code
Code
Output
CodeText
AppsCode
Code
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI Code ReviewAI Workflow
Development & CodeAI Code Review
Development & CodeAI Code Review
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
8
7
7
5
Code reviews
Code security analysis
GitHub pull requests
Code analysis
–
Code quality
–
–
GitHub automation
–
–
Code security
–
–
–
Code documentation
–
–
–
Code testing
–
–
–
Vulnerability analysis
–
–
–
Code runtime analysis
–
–
–
Code validation
–
–
–
Cybersecurity vulnerabilities
–
–
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Development
–
–
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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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–
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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.