ZeroPath vs Kilo Code vs CodeRabbit vs Pixee

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
Pixee
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 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.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Pixee
pixee.ai
Security scanners bury dev teams in alerts
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
40.6Kvisits/mo
1.9Kvisits/mo
1Mvisits/mo
3Kvisits/mo
MoM change
▲ 16.1%
▼ 42.3%
▼ 22.7%
▼ 28.4%
6-month growth
+50.1%
-94.4%
+50.4%
-30.0%
Global rank web
#858,063
#4,668,091
#38,145
#4,052,311
Avg. last 3 months
38.9K
10.5K
1.2M
3.7K
Bounce rate lower is better
43%
34%
49%
41%
Pages / visit
1.7
2.4
3.5
2.1
Visit duration
22s
19s
1m 55s
46s
Traffic sources
● Direct 77% · ● Mail 18%
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● Direct 73% · ● Referral 24%
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ZeroPathKilo CodeCodeRabbitPixee
0331.5K663K994.5K1.3MZeroPath · 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 · 1MPixee · 3.6KPixee · 3.4KPixee · 3.7KPixee · 2.9KPixee · 4.2KPixee · 6.9KPixee · 5.5KPixee · 4KPixee · 4.1KPixee · 3K1K10K100K1M10MZeroPath · 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 · 1MPixee · 3.6KPixee · 3.4KPixee · 3.7KPixee · 2.9KPixee · 4.2KPixee · 6.9KPixee · 5.5KPixee · 4KPixee · 4.1KPixee · 3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$1,000per month · free tier available
$20per month · free tier available
$24per month
Free
Free tier
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Free trial
–
–
API access
–
–
–
–
Plans
Team $1,000/moEnterprise CustomFree Proof of Value Free
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
Code
CodeText
Code
Code
Output
CodeText
Code
CodeText
Code
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
5
8
8
Code analysis
Code security analysis
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Code reviews
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Code security
–
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Cybersecurity vulnerabilities
–
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Vulnerability analysis
–
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Development
–
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Coding
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–
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GitHub pull requests
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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 runtime analysis
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–
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Code testing
–
–
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Coding in VS Code
–
–
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Cybersecurity risk assessment
–
–
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Cybersecurity
–
–
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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.