ZeroPath vs Lambda vs CodeRabbit vs Beam

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

Your tool
ZeroPath
vs
Competitor 1
Lambda
Competitor 2
CodeRabbit
Competitor 3
Beam
Compare
4 tools · best value per row highlighted
Your tool 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
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Beam
beam.cloud
Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
40.6Kvisits/mo
—
1Mvisits/mo
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MoM change
▲ 16.1%
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▼ 22.7%
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6-month growth
+50.1%
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+50.4%
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Global rank web
#858,063
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#38,145
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Avg. last 3 months
38.9K
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1.2M
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Bounce rate lower is better
43%
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49%
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Pages / visit
1.7
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3.5
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Visit duration
22s
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1m 55s
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Traffic sources
● Direct 77% · ● Mail 18%
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● Direct 73% · ● Referral 24%
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ZeroPathLambdaCodeRabbitBeam
0331.5K663K994.5K1.3MZeroPath · 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 · 1M10K100K1M10MZeroPath · 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
Paid
Freemium
Freemium
Starting price
$1,000per month · free tier available
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$24per month
$89per month · free tier available
Free tier
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Free trial
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API access
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Plans
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
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
Code
CodeData
Code
Code
Output
CodeText
Apps
CodeText
Apps
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
3
8
6
GPU infrastructure
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Code reviews
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Code security analysis
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Code analysis
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Developer tools
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Cloud infrastructure
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Code security
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Cybersecurity vulnerabilities
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GitHub pull requests
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Vulnerability analysis
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Cloud computing
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Code documentation
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Code quality
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Code testing
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APIs
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Cybersecurity
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Development
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Model training
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Security automation
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Virtual computing
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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
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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.