CodeRabbit vs Claude Code Security vs ZeroPath vs Code Wiki

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

Your tool
CodeRabbit
vs
Competitor 1
Claude Code Security
Competitor 2
ZeroPath
Competitor 3
Code Wiki
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Make main Remove
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
Make main Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
123.5Mvisits/mo
40.6Kvisits/mo
152.5Kvisits/mo
MoM change
▼ 22.7%
▼ 6.8%
▲ 16.1%
▼ 17.8%
6-month growth
+50.4%
+106.6%
+50.1%
-70.8%
Global rank web
#38,145
#434
#858,063
#251,881
Avg. last 3 months
1.2M
125.2M
38.9K
225.3K
Bounce rate lower is better
49%
64%
43%
41%
Pages / visit
3.5
2.2
1.7
3.0
Visit duration
1m 55s
2m 36s
22s
55s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 82% · ● Referral 15%
● Direct 77% · ● Mail 18%
● Direct 76% · ● Referral 24%
CodeRabbitClaude Code SecurityZeroPathCode Wiki
035M69.9M104.9M139.9MCodeRabbit · 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 · 123.5MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5K10K100K1M10M100M1BCodeRabbit · 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 · 123.5MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$24per month
$17per month · free tier available
$1,000per month · free tier available
Free
Free tier
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Free trial
–
–
API access
–
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Team $1,000/moEnterprise CustomFree Proof of Value Free
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Capabilities input → output
Input
Code
Code
Code
Code
Output
CodeText
CodeText
CodeText
ImagesText
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
7
8
7
Code analysis
Code security analysis
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Code reviews
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Vulnerability analysis
–
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Code documentation
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Code security
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Cybersecurity vulnerabilities
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GitHub pull requests
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Codebase q a
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Architecture
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Code explanations
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–
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Code quality
–
–
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Code testing
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–
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Security audits
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–
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Code summaries
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–
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Cybersecurity
–
–
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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.