Lambda vs ZeroPath vs act101 vs CodeRabbit

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

Your tool
Lambda
vs
Competitor 1
ZeroPath
Competitor 2
act101
Competitor 3
CodeRabbit
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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 act101
act101.ai
Build bigger, better, faster, for less.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
40.6Kvisits/mo
—
1Mvisits/mo
MoM change
—
▲ 16.1%
—
▼ 22.7%
6-month growth
—
+50.1%
—
+50.4%
Global rank web
—
#858,063
—
#38,145
Avg. last 3 months
—
38.9K
—
1.2M
Bounce rate lower is better
—
43%
—
49%
Pages / visit
—
1.7
—
3.5
Visit duration
—
22s
—
1m 55s
Traffic sources
—
● Direct 77% · ● Mail 18%
—
● Direct 73% · ● Referral 24%
LambdaZeroPathact101CodeRabbit
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
Paid
Freemium
Freemium
Freemium
Starting price
—
$1,000per month · free tier available
$29per month · free tier available
$24per month
Free tier
–
–
Free trial
–
API access
–
–
–
–
Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Team $1,000/moEnterprise CustomFree Proof of Value Free
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
CodeData
Code
Code
Code
Output
Apps
CodeText
Code
CodeText
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
8
10
8
Code analysis
–
Code reviews
–
Code security analysis
–
–
Code quality
–
–
Developer tools
–
–
Code conversion
–
–
–
Code security
–
–
–
Code translation
–
–
–
Cybersecurity vulnerabilities
–
–
–
GPU infrastructure
–
–
–
GitHub pull requests
–
–
–
Refactoring
–
–
–
Vulnerability analysis
–
–
–
Code documentation
–
–
–
Code testing
–
–
–
Coding
–
–
–
MCP
–
–
–
Agents
–
–
–
Cybersecurity
–
–
–
Development
–
–
–
Model training
–
–
–
Security automation
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.