GitHub Copilot Autofix vs ZeroPath vs Snyk 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
ZeroPath
Competitor 2
Snyk 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 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
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Competitor Snyk Code
snyk.io
Snyk Code is a static application security testing product that scans the source code a team writes, flags vulnerabilities as they appear and proposes fixes that can be applied automatically.
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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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40.6Kvisits/mo
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MoM change
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▲ 16.1%
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6-month growth
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+50.1%
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Global rank web
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#858,063
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Avg. last 3 months
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38.9K
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Bounce rate lower is better
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43%
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Pages / visit
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1.7
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Visit duration
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22s
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Traffic sources
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● Direct 77% · ● Mail 18%
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GitHub Copilot AutofixZeroPathSnyk CodeSemgrep Assistant
012.7K25.4K38K50.7KZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6K10K100KZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free Trial
Freemium
Freemium
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Starting price
$30per month
$1,000per month · free tier available
$25per month · free tier available
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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
Team $1,000/moEnterprise CustomFree Proof of Value Free
Free FreeTeam $25/moEnterprise Custom
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Capabilities input → output
Input
Code
Code
Code
Code
Output
Code
CodeText
CodeText
CodeText
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 4 shared · core   partial
Tasks covered
7
8
7
7
Code security
Code security analysis
Vulnerability analysis
Code reviews
Cybersecurity vulnerabilities
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Developer tools
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GitHub pull requests
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Code analysis
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Code explanations
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Code validation
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Cybersecurity
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GitHub automation
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Security automation
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Community on aitoolstime
Rating
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Upvotes
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Saves
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Reviews
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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.