ZeroPath vs CodeRabbit vs Kilo Code vs GitHub Copilot Autofix

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

Your tool
ZeroPath
vs
Competitor 1
CodeRabbit
Competitor 2
Kilo Code
Competitor 3
GitHub Copilot Autofix
Compare
4 tools · best value per row highlighted
Your tool 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
Make main Remove
Competitor Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
Make main Remove
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
1.9Kvisits/mo
—
MoM change
▲ 16.1%
▼ 22.7%
▼ 42.3%
—
6-month growth
+50.1%
+50.4%
-94.4%
—
Global rank web
#858,063
#38,145
#4,668,091
—
Avg. last 3 months
38.9K
1.2M
10.5K
—
Bounce rate lower is better
43%
49%
34%
—
Pages / visit
1.7
3.5
2.4
—
Visit duration
22s
1m 55s
19s
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Traffic sources
● Direct 77% · ● Mail 18%
● Direct 73% · ● Referral 24%
—
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ZeroPathCodeRabbitKilo CodeGitHub 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 · 1MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9K1K10K100K1M10MZeroPath · 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 · 1MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free Trial
Starting price
$1,000per month · free tier available
$24per month
$20per month · free tier available
$30per month
Free tier
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Free trial
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API access
–
–
–
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Plans
Team $1,000/moEnterprise CustomFree Proof of Value Free
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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GitHub Code Security $30/moGitHub Secret Protection $19/mo
Capabilities input → output
Input
Code
Code
CodeText
Code
Output
CodeText
CodeText
Code
Code
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
8
5
7
Code security analysis
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Code reviews
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Code analysis
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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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Development
–
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Coding
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–
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Code documentation
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–
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Code quality
–
–
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Code testing
–
–
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Coding in VS Code
–
–
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Cybersecurity
–
–
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GitHub automation
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Security automation
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Vs code
–
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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.