GitHub Copilot Autofix vs CodeRabbit vs ZeroPath

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
ZeroPath
Competitor 3
Suggested competitors for GitHub Copilot Autofix: Snyk Code97% Sourcery94% Semgrep Assistant90% DryRun Security88% Claude Code Security88% CodeThreat85% TuringMind AI82% Kilo Code Reviewer82%
Compare
3 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 ZeroPath
zeropath.com
Traditional security tools won't scan your codebase for auth bypasses or business logic flaws that only emerge when you understand how the entire application actually works
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
40.6Kvisits/mo
MoM change
—
▼ 22.7%
▲ 16.1%
6-month growth
—
+50.4%
+50.1%
Global rank web
—
#38,145
#858,063
Avg. last 3 months
—
1.2M
38.9K
Bounce rate lower is better
—
49%
43%
Pages / visit
—
3.5
1.7
Visit duration
—
1m 55s
22s
Traffic sources
—
● Direct 73% · ● Referral 24%
● Direct 77% · ● Mail 18%
GitHub Copilot AutofixCodeRabbitZeroPath
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Starting price
$30per month
$24per month
$1,000per month · free tier available
Free tier
–
–
Free trial
API access
–
–
–
Plans
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Team $1,000/moEnterprise CustomFree Proof of Value Free
Capabilities input → output
Input
Code
Code
Code
Output
Code
CodeText
CodeText
Skill level
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
8
8
Code security analysis
Code reviews
Code security
–
Vulnerability analysis
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Code analysis
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Cybersecurity vulnerabilities
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GitHub pull requests
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Code documentation
–
–
Code quality
–
–
Code testing
–
–
Cybersecurity
–
–
Development
–
–
Security automation
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.