CodeRabbit vs Kilo Code Reviewer vs ZeroPath vs OpenAI Codex
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
CodeRabbit
vs CodeRabbit
Competitor 1
Kilo Code Reviewer
Kilo Code Reviewer
Competitor 2
ZeroPath
ZeroPath
Competitor 3
OpenAI Codex
OpenAI CodexCompare
4 tools · best value per row highlighted
Competitor
ZeroPath
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
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
1Mvisits/mo
40.6Kvisits/mo
204.3Mvisits/mo
MoM change
▼ 22.7%
▼ 17.7%
▲ 16.1%
▲ 3.6%
6-month growth
+50.4%
-45.8%
+50.1%
+0.3%
Global rank web
#38,145
#41,702
#858,063
#212
Avg. last 3 months
1.2M
1.3M
38.9K
197.3M
Bounce rate lower is better
49%
41%
43%
58%
Pages / visit
3.5
3.3
1.7
3.0
Visit duration
1m 55s
2m 00s
22s
2m 31s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 85% · ● Referral 13%
● Direct 77% · ● Mail 18%
● Direct 81% · ● Referral 17%
CodeRabbitKilo Code ReviewerZeroPathOpenAI Codex
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$15per month · free tier available
$1,000per month · free tier available
$20per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free & Open Source FreeTeams $15/moKilo Pass $19/moEnterprise Custom
Team $1,000/moEnterprise CustomFree Proof of Value Free
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Capabilities input → output
Input
Code
Code
Code
CodeText
Output
CodeText
Text
CodeText
Code
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Tasks what each tool can do · 1 shared · core partial
Tasks covered
8
5
8
9
Code reviews
Code security analysis
–
GitHub pull requests
–
Code analysis
–
Code quality
–
–
Code documentation
–
–
Development
–
–
Agents
–
–
–
Code security
–
–
–
Coding
–
–
–
Cybersecurity vulnerabilities
–
–
–
Vulnerability analysis
–
–
–
Code testing
–
–
–
GitHub automation
–
–
–
Cybersecurity
–
–
–
Debugging
–
–
–
Security automation
–
–
–
Terminal
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
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.