ZeroPath vs Kilo Code vs CodeRabbit vs Claude Code Security

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

Your tool
ZeroPath
vs
Competitor 1
Kilo Code
Competitor 2
CodeRabbit
Competitor 3
Claude Code Security
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
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.
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Competitor Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Traffic estimated monthly website traffic
Monthly visits
40.6Kvisits/mo
1.9Kvisits/mo
1Mvisits/mo
123.5Mvisits/mo
MoM change
▲ 16.1%
▼ 42.3%
▼ 22.7%
▼ 6.8%
6-month growth
+50.1%
-94.4%
+50.4%
+106.6%
Global rank web
#858,063
#4,668,091
#38,145
#434
Avg. last 3 months
38.9K
10.5K
1.2M
125.2M
Bounce rate lower is better
43%
34%
49%
64%
Pages / visit
1.7
2.4
3.5
2.2
Visit duration
22s
19s
1m 55s
2m 36s
Traffic sources
● Direct 77% · ● Mail 18%
—
● Direct 73% · ● Referral 24%
● Direct 82% · ● Referral 15%
ZeroPathKilo CodeCodeRabbitClaude Code Security
035M69.9M104.9M139.9MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KKilo 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 · 1.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5M1K10K100K1M10M100M1BZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KKilo 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 · 1.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$1,000per month · free tier available
$20per month · free tier available
$24per month
$17per 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
Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Capabilities input → output
Input
Code
CodeText
Code
Code
Output
CodeText
Code
CodeText
CodeText
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
5
8
7
Code analysis
Code security analysis
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Code reviews
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Vulnerability analysis
–
–
Code security
–
–
Cybersecurity vulnerabilities
–
–
Development
–
–
Coding
–
–
–
GitHub pull requests
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code testing
–
–
–
Coding in VS Code
–
–
–
Security audits
–
–
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Cybersecurity
–
–
–
Security automation
–
–
–
Vs code
–
–
–
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.