ZeroPath vs Cursor Bugbot vs Kilo Code Reviewer vs CodeRabbit

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

Your tool
ZeroPath
vs
Competitor 1
Cursor Bugbot
Competitor 2
Kilo Code Reviewer
Competitor 3
CodeRabbit
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 Cursor Bugbot
cursor.com
Cursor Bugbot is an AI code review service from the makers of the Cursor editor.
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Traffic estimated monthly website traffic
Monthly visits
40.6Kvisits/mo
—
1Mvisits/mo
1Mvisits/mo
MoM change
▲ 16.1%
—
▼ 17.7%
▼ 22.7%
6-month growth
+50.1%
—
-45.8%
+50.4%
Global rank web
#858,063
—
#41,702
#38,145
Avg. last 3 months
38.9K
—
1.3M
1.2M
Bounce rate lower is better
43%
—
41%
49%
Pages / visit
1.7
—
3.3
3.5
Visit duration
22s
—
2m 00s
1m 55s
Traffic sources
● Direct 77% · ● Mail 18%
—
● Direct 85% · ● Referral 13%
● Direct 73% · ● Referral 24%
ZeroPathCursor BugbotKilo Code ReviewerCodeRabbit
0478.7K957.5K1.4M1.9MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KKilo Code Reviewer · 144.8KKilo Code Reviewer · 830KKilo Code Reviewer · 1.1MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.4MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.3MKilo Code Reviewer · 1MCodeRabbit · 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 · 40.6KKilo Code Reviewer · 144.8KKilo Code Reviewer · 830KKilo Code Reviewer · 1.1MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.4MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.3MKilo Code Reviewer · 1MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Freemium
Starting price
$1,000per month · free tier available
$20per month
$15per month · free tier available
$24per month
Free tier
–
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Free trial
–
API access
–
–
–
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Plans
Team $1,000/moEnterprise CustomFree Proof of Value Free
Pro $20/moTeams $40/moEnterprise Custom
Free & Open Source FreeTeams $15/moKilo Pass $19/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
Code
Code
Code
Code
Output
CodeText
CodeText
Text
CodeText
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
8
5
5
8
Code reviews
Code analysis
Code security analysis
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GitHub pull requests
–
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Code quality
–
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Code security
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–
–
Cybersecurity vulnerabilities
–
–
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Vulnerability analysis
–
–
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Code documentation
–
–
–
Code testing
–
–
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Bug reports
–
–
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Code validation
–
–
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Cybersecurity
–
–
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Developer tools
–
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Development
–
–
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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
▲ 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.