ZeroPath vs CodeRabbit vs Kilo Code

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
Suggested competitors for ZeroPath: Pixee91% Claude Code Security86% DryRun Security86% Snyk Code84% CodeThreat84% GitHub Copilot Autofix83% Sourcery83% Semgrep Assistant83%
Compare
3 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
Remove
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
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
Traffic sources
● Direct 77% · ● Mail 18%
● Direct 73% · ● Referral 24%
—
ZeroPathCodeRabbitKilo Code
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
Starting price
$1,000per month · free tier available
$24per month
$20per month · free tier available
Free tier
–
Free trial
–
API access
–
–
–
Plans
Team $1,000/moEnterprise CustomFree Proof of Value Free
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
Capabilities input → output
Input
Code
Code
CodeText
Output
CodeText
CodeText
Code
Skill level
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
8
4
Code analysis
Code reviews
–
Code security analysis
–
Code security
–
–
Coding
–
–
Cybersecurity vulnerabilities
–
–
GitHub pull requests
–
–
Vulnerability analysis
–
–
Code documentation
–
–
Code quality
–
–
Code testing
–
–
Coding in VS Code
–
–
Cybersecurity
–
–
Development
–
–
Security automation
–
–
Vs code
–
–
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
–
–
–

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.