Snyk Code vs ZeroPath vs CodeRabbit vs GitHub Copilot Autofix

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Snyk Code
vs
Competitor 1
ZeroPath
Competitor 2
CodeRabbit
Competitor 3
GitHub Copilot Autofix
Compare
4 tools · best value per row highlighted
Your tool 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 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 CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor 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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Traffic estimated monthly website traffic
Monthly visits
—
40.6Kvisits/mo
1Mvisits/mo
—
MoM change
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▲ 16.1%
▼ 22.7%
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6-month growth
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+50.1%
+50.4%
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Global rank web
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#858,063
#38,145
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Avg. last 3 months
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38.9K
1.2M
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Bounce rate lower is better
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43%
49%
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Pages / visit
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1.7
3.5
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Visit duration
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22s
1m 55s
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Traffic sources
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● Direct 77% · ● Mail 18%
● Direct 73% · ● Referral 24%
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Snyk CodeZeroPathCodeRabbitGitHub Copilot Autofix
0331.5K663K994.5K1.3MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M10K100K1M10MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free Trial
Starting price
$25per month · free tier available
$1,000per month · free tier available
$24per month
$30per month
Free tier
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Free trial
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API access
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Plans
Free FreeTeam $25/moEnterprise Custom
Team $1,000/moEnterprise CustomFree Proof of Value Free
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Capabilities input → output
Input
Code
Code
Code
Code
Output
CodeText
CodeText
CodeText
Code
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI Code Review
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
8
8
7
Code security analysis
Code reviews
Code security
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Vulnerability analysis
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Cybersecurity vulnerabilities
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GitHub pull requests
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Code analysis
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Code documentation
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Code quality
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Code testing
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Cybersecurity
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Developer tools
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Development
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GitHub automation
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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
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Saves
0
0
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0
Reviews
0
0
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Prompts
0
0
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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.