CodeRabbit vs ZeroPath vs Lambda vs Claude Code Security
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
CodeRabbit
vs CodeRabbit
Competitor 1
ZeroPath
ZeroPath
Competitor 2
Lambda
Lambda
Competitor 3
Claude Code Security
Claude Code SecurityCompare
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
Competitor
Claude Code Security
Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
40.6Kvisits/mo
—
123.5Mvisits/mo
MoM change
▼ 22.7%
▲ 16.1%
—
▼ 6.8%
6-month growth
+50.4%
+50.1%
—
+106.6%
Global rank web
#38,145
#858,063
—
#434
Avg. last 3 months
1.2M
38.9K
—
125.2M
Bounce rate lower is better
49%
43%
—
64%
Pages / visit
3.5
1.7
—
2.2
Visit duration
1m 55s
22s
—
2m 36s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 77% · ● Mail 18%
—
● Direct 82% · ● Referral 15%
CodeRabbitZeroPathLambdaClaude Code Security
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$24per month
$1,000per month · free tier available
—
$17per month · free tier available
Free tier
–
–
Free trial
–
–
API access
–
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Team $1,000/moEnterprise CustomFree Proof of Value Free
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Capabilities input → output
Input
Code
Code
CodeData
Code
Output
CodeText
CodeText
Apps
CodeText
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
8
8
3
7
Code security analysis
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Code reviews
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Code analysis
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Vulnerability analysis
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Code security
–
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Cybersecurity vulnerabilities
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GPU infrastructure
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–
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GitHub pull requests
–
–
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Code documentation
–
–
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Code quality
–
–
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Code testing
–
–
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Security audits
–
–
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Cybersecurity
–
–
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Developer tools
–
–
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Development
–
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Model training
–
–
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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.