CodeRabbit vs ZeroPath vs DeepWiki vs Claude Code Security

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

Your tool
CodeRabbit
vs
Competitor 1
ZeroPath
Competitor 2
DeepWiki
Competitor 3
Claude Code Security
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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 DeepWiki
deepwiki.com
DeepWiki scans repositories and builds indexes you can talk to
Make main Remove
Competitor Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
40.6Kvisits/mo
957.2Kvisits/mo
123.5Mvisits/mo
MoM change
▼ 22.7%
▲ 16.1%
▼ 2.5%
▼ 6.8%
6-month growth
+50.4%
+50.1%
-29.9%
+106.6%
Global rank web
#38,145
#858,063
#63,286
#434
Avg. last 3 months
1.2M
38.9K
998K
125.2M
Bounce rate lower is better
49%
43%
57%
64%
Pages / visit
3.5
1.7
2.3
2.2
Visit duration
1m 55s
22s
2m 42s
2m 36s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 77% · ● Mail 18%
● Direct 80% · ● Referral 19%
● Direct 82% · ● Referral 15%
CodeRabbitZeroPathDeepWikiClaude Code Security
035M69.9M104.9M139.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KDeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2KClaude 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 · 123.5M10K100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KDeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2KClaude 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 · 123.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
$24per month
$1,000per month · free tier available
Free
$17per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Team $1,000/moEnterprise CustomFree Proof of Value Free
—
Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Capabilities input → output
Input
Code
Code
CodeWeb pages
Code
Output
CodeText
CodeText
Text
CodeText
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
8
4
6
Code security analysis
–
Code reviews
–
Code analysis
–
Vulnerability analysis
–
–
Code security
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–
Cybersecurity vulnerabilities
–
–
Code documentation
–
–
Codebase q a
–
–
–
GitHub pull requests
–
–
–
Code quality
–
–
–
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.