GitHub Copilot Autofix vs Developer Toolkit vs ZeroPath 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
Developer Toolkit
Competitor 2
ZeroPath
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 Developer Toolkit
developertoolkit.ai
Some features sit in COMING SOON—printable cheat-sheets and team analytics aren't ready yet
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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 Semgrep Assistant
semgrep.dev
Semgrep Assistant, now documented as Semgrep Multimodal, is the AI layer of the Semgrep application security platform.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
9.7Kvisits/mo
40.6Kvisits/mo
—
MoM change
—
▲ 46.3%
▲ 16.1%
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6-month growth
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+253.1%
+50.1%
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Global rank web
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#2,468,968
#858,063
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Avg. last 3 months
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6.8K
38.9K
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Bounce rate lower is better
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39%
43%
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Pages / visit
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1.4
1.7
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Visit duration
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1s
22s
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Traffic sources
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—
● Direct 77% · ● Mail 18%
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GitHub Copilot AutofixDeveloper ToolkitZeroPathSemgrep Assistant
012.7K25.4K38K50.7KDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6K1001K10K100KDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KZeroPath · 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
$19.99per month
$1,000per month · free tier available
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Free tier
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–
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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
Solo Developer $19.99/moTeam $199.99/moEnterprise Custom
Team $1,000/moEnterprise CustomFree Proof of Value Free
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Capabilities input → output
Input
Code
Text
Code
Code
Output
Code
Text
CodeText
CodeText
Skill level
Intermediate
Beginner-friendly
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
8
7
Code security
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Code security analysis
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Vulnerability analysis
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Code reviews
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Cybersecurity vulnerabilities
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Development guide
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–
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Tutorials
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–
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Code analysis
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–
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Development guidance
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–
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Code explanations
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–
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Code validation
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–
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Cybersecurity
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–
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Developer tools
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–
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GitHub automation
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GitHub pull requests
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–
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Security automation
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–
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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
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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.