GitHub Copilot Autofix vs ZeroPath vs Code Wiki 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
Code Wiki
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.
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
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
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
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40.6Kvisits/mo
152.5Kvisits/mo
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MoM change
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▲ 16.1%
▼ 17.8%
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6-month growth
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+50.1%
-70.8%
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Global rank web
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#858,063
#251,881
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Avg. last 3 months
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38.9K
225.3K
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Bounce rate lower is better
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43%
41%
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Pages / visit
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1.7
3.0
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Visit duration
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22s
55s
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Traffic sources
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● Direct 77% · ● Mail 18%
● Direct 76% · ● Referral 24%
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GitHub Copilot AutofixZeroPathCode WikiSemgrep Assistant
0206.5K413K619.5K826KZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5K10K100K1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free Trial
Freemium
Free
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Starting price
$30per month
$1,000per month · free tier available
Free
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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
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Capabilities input → output
Input
Code
Code
Code
Code
Output
Code
CodeText
ImagesText
CodeText
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
7
6
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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Code analysis
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Code explanations
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GitHub pull requests
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Code documentation
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Codebase q a
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Architecture
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Code summaries
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Cybersecurity
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Developer tools
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Security automation
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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.