GitHub Copilot Autofix vs CodeRabbit vs Claude Code Security vs Kilo Code Reviewer

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

Your tool
GitHub Copilot Autofix
vs
Competitor 1
CodeRabbit
Competitor 2
Claude Code Security
Competitor 3
Kilo Code Reviewer
Compare
4 tools · best value per row highlighted
Your tool 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.
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Make main Remove
Competitor Kilo Code Reviewer
kilo.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
123.5Mvisits/mo
1Mvisits/mo
MoM change
—
▼ 22.7%
▼ 6.8%
▼ 17.7%
6-month growth
—
+50.4%
+106.6%
-45.8%
Global rank web
—
#38,145
#434
#41,702
Avg. last 3 months
—
1.2M
125.2M
1.3M
Bounce rate lower is better
—
49%
64%
41%
Pages / visit
—
3.5
2.2
3.3
Visit duration
—
1m 55s
2m 36s
2m 00s
Traffic sources
—
● Direct 73% · ● Referral 24%
● Direct 82% · ● Referral 15%
● Direct 85% · ● Referral 13%
GitHub Copilot AutofixCodeRabbitClaude Code SecurityKilo Code Reviewer
035M69.9M104.9M139.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5MKilo 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 · 1M100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5MKilo 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
Free Trial
Freemium
Freemium
Freemium
Starting price
$30per month
$24per month
$17per month · free tier available
$15per month · free tier available
Free tier
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–
Free trial
–
–
API access
–
–
–
–
Plans
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Free & Open Source FreeTeams $15/moKilo Pass $19/moEnterprise Custom
Capabilities input → output
Input
Code
Code
Code
Code
Output
Code
CodeText
CodeText
Text
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Code Review
Development & CodeAI Code Review
Development & CodeAI Code Review
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
8
7
5
Code security analysis
Code reviews
GitHub pull requests
–
Code analysis
–
Code security
–
–
Vulnerability analysis
–
–
Code quality
–
–
Cybersecurity vulnerabilities
–
–
Code documentation
–
–
–
Code testing
–
–
–
Security audits
–
–
–
Development
–
–
–
GitHub automation
–
–
–
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.