GitHub Copilot Autofix vs CodeRabbit vs Augment Code vs Semgrep Assistant

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
Augment Code
Competitor 3
Semgrep Assistant
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.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor Semgrep Assistant
semgrep.dev
Semgrep Assistant, now documented as Semgrep Multimodal, is the AI layer of the Semgrep application security platform.
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Traffic estimated monthly website traffic
Monthly visits
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1Mvisits/mo
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MoM change
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▼ 22.7%
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6-month growth
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+50.4%
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Global rank web
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#38,145
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Avg. last 3 months
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1.2M
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Bounce rate lower is better
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49%
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Pages / visit
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3.5
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Visit duration
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1m 55s
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Traffic sources
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● Direct 73% · ● Referral 24%
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GitHub Copilot AutofixCodeRabbitAugment CodeSemgrep Assistant
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10MCodeRabbit · 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
Paid
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Starting price
$30per month
$24per month
$20per month
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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
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Standard $20/moBusiness $100/moEnterprise Custom
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Capabilities input → output
Input
Code
Code
CodeText
Code
Output
Code
CodeText
Code
CodeText
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
8
6
7
Code reviews
Code security analysis
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Code security
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GitHub pull requests
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Vulnerability analysis
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Code testing
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Coding
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Agents
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Code analysis
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Code documentation
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Code quality
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Testing
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Agent creation
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Code explanations
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Code validation
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Cybersecurity vulnerabilities
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Developer tools
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Development
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GitHub automation
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Community on aitoolstime
Rating
no ratings yet
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Upvotes
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Saves
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Reviews
0
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Prompts
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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.