GitHub Copilot Autofix vs Claude Code Security vs act101 vs CodeRabbit

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

Your tool
GitHub Copilot Autofix
vs
Competitor 1
Claude Code Security
Competitor 2
act101
Competitor 3
CodeRabbit
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 Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Make main Remove
Competitor act101
act101.ai
Build bigger, better, faster, for less.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
123.5Mvisits/mo
—
1Mvisits/mo
MoM change
—
▼ 6.8%
—
▼ 22.7%
6-month growth
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+106.6%
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+50.4%
Global rank web
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#434
—
#38,145
Avg. last 3 months
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125.2M
—
1.2M
Bounce rate lower is better
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64%
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49%
Pages / visit
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2.2
—
3.5
Visit duration
—
2m 36s
—
1m 55s
Traffic sources
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● Direct 82% · ● Referral 15%
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● Direct 73% · ● Referral 24%
GitHub Copilot AutofixClaude Code Securityact101CodeRabbit
035M69.9M104.9M139.9MClaude 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 · 123.5MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10M100M1BClaude 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 · 123.5MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$30per month
$17per month · free tier available
$29per month · free tier available
$24per month
Free tier
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Free trial
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API access
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Plans
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
Code
Code
Code
Code
Output
Code
CodeText
Code
CodeText
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
7
10
8
Code reviews
Code security analysis
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Code analysis
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Code security
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Vulnerability analysis
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Code quality
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GitHub pull requests
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Cybersecurity vulnerabilities
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Code conversion
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Code translation
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Developer tools
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Refactoring
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Code documentation
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Code testing
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Coding
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MCP
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–
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Security audits
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Agents
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Development
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GitHub automation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.