Kilo Code Reviewer vs DeepWiki vs ZeroPath vs CodeRabbit

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

Your tool
Kilo Code Reviewer
vs
Competitor 1
DeepWiki
Competitor 2
ZeroPath
Competitor 3
CodeRabbit
Compare
4 tools · best value per row highlighted
Your tool Kilo Code Reviewer
kilo.ai
Competitor DeepWiki
deepwiki.com
DeepWiki scans repositories and builds indexes you can talk to
Competitor 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 CodeRabbit
coderabbit.ai
Automated code review that matters
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
957.2Kvisits/mo
40.6Kvisits/mo
1Mvisits/mo
MoM change
▼ 17.7%
▼ 2.5%
▲ 16.1%
▼ 22.7%
6-month growth
-45.8%
-29.9%
+50.1%
+50.4%
Global rank web
#41,702
#63,286
#858,063
#38,145
Avg. last 3 months
1.3M
998K
38.9K
1.2M
Bounce rate lower is better
41%
57%
43%
49%
Pages / visit
3.3
2.3
1.7
3.5
Visit duration
2m 00s
2m 42s
22s
1m 55s
Traffic sources
● Direct 85% · ● Referral 13%
● Direct 80% · ● Referral 19%
● Direct 77% · ● Mail 18%
● Direct 73% · ● Referral 24%
Kilo Code ReviewerDeepWikiZeroPathCodeRabbit
0478.7K957.5K1.4M1.9MKilo 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 · 1MDeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2KZeroPath · 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 · 1M10K100K1M10MKilo 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 · 1MDeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2KZeroPath · 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 · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$15per month · free tier available
Free
$1,000per month · free tier available
$24per month
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Free & Open Source FreeTeams $15/moKilo Pass $19/moEnterprise Custom
—
Team $1,000/moEnterprise CustomFree Proof of Value Free
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
Code
CodeWeb pages
Code
Code
Output
Text
Text
CodeText
CodeText
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
4
8
8
Code reviews
–
Code security analysis
–
Code analysis
–
GitHub pull requests
–
–
Code documentation
–
–
Code quality
–
–
Code security
–
–
–
Codebase q a
–
–
–
Cybersecurity vulnerabilities
–
–
–
Vulnerability analysis
–
–
–
Code testing
–
–
–
GitHub
–
–
–
Cybersecurity
–
–
–
Developer tools
–
–
–
Development
–
–
–
Security automation
–
–
–
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
–
–
–
–

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.