GitHub Copilot Autofix vs StartKit 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
StartKit
Competitor 2
Semgrep Assistant
Competitor 3
Suggested competitors for GitHub Copilot Autofix: Snyk Code98% Sourcery92% DryRun Security89% CodeThreat86% Claude Code Security86% Codoki AI85% LinearB gitStream83% TuringMind AI83%
Compare
3 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 StartKit
startkit.ai
StartKit hands you the entire backend so you can ship your product faster
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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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1.3Kvisits/mo
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MoM change
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▲ 79.8%
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6-month growth
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-36.9%
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Global rank web
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—
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Avg. last 3 months
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756
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Bounce rate lower is better
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38%
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Pages / visit
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1.0
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Visit duration
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Traffic sources
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GitHub Copilot AutofixStartKitSemgrep Assistant
05451.1K1.6K2.2KStartKit · 1.6KStartKit · 1.4KStartKit · 2.2KStartKit · 2KStartKit · 1.6KStartKit · 181StartKit · 300StartKit · 704StartKit · 1.3K1001K10KStartKit · 1.6KStartKit · 1.4KStartKit · 2.2KStartKit · 2KStartKit · 1.6KStartKit · 181StartKit · 300StartKit · 704StartKit · 1.3KNov '25DecJan '26FebMarMayJunJulAug
Pricing
Model
Free Trial
Freemium
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Starting price
$30per month
$149per 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
Starter $149Growth $249Concierge $0
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Capabilities input → output
Input
Code
Text
Code
Output
Code
Code
CodeText
Skill level
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
8
7
Code security
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Code security analysis
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Vulnerability analysis
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Developer tools
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Code reviews
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Backend development
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Code explanations
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Code validation
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Coding
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Cybersecurity vulnerabilities
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Development
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Frontend development
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GitHub automation
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GitHub pull requests
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LLM development
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Payments
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SaaS product launches
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.