DeepWiki vs Claude Code Security vs ZeroPath vs CodeRabbit

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

Your tool
DeepWiki
vs
Competitor 1
Claude Code Security
Competitor 2
ZeroPath
Competitor 3
CodeRabbit
Compare
4 tools · best value per row highlighted
Your tool DeepWiki
deepwiki.com
DeepWiki scans repositories and builds indexes you can talk to
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 CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
957.2Kvisits/mo
123.5Mvisits/mo
40.6Kvisits/mo
1Mvisits/mo
MoM change
▼ 2.5%
▼ 6.8%
▲ 16.1%
▼ 22.7%
6-month growth
-29.9%
+106.6%
+50.1%
+50.4%
Global rank web
#63,286
#434
#858,063
#38,145
Avg. last 3 months
998K
125.2M
38.9K
1.2M
Bounce rate lower is better
57%
64%
43%
49%
Pages / visit
2.3
2.2
1.7
3.5
Visit duration
2m 42s
2m 36s
22s
1m 55s
Traffic sources
● Direct 80% · ● Referral 19%
● Direct 82% · ● Referral 15%
● Direct 77% · ● Mail 18%
● Direct 73% · ● Referral 24%
DeepWikiClaude Code SecurityZeroPathCodeRabbit
035M69.9M104.9M139.9MDeepWiki · 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 · 123.5MZeroPath · 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 · 1M10K100K1M10M100M1BDeepWiki · 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 · 123.5MZeroPath · 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
Free
Freemium
Freemium
Freemium
Starting price
Free
$17per month · free tier available
$1,000per month · free tier available
$24per month
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
—
Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Team $1,000/moEnterprise CustomFree Proof of Value Free
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
CodeWeb pages
Code
Code
Code
Output
Text
CodeText
CodeText
CodeText
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
6
8
8
Code security analysis
–
Code reviews
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Code analysis
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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.