Lambda vs Codeaid vs Vast.ai vs Modal

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

Your tool
Lambda
vs
Competitor 1
Codeaid
Competitor 2
Vast.ai
Competitor 3
Modal
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.
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Competitor Codeaid
codeaid.io
Codeaid runs coding assessments and technical interviews through an AI system that generates questions, evaluates code, and scores candidates across multiple dimensions
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Competitor Vast.ai
vast.ai
Vast.ai is a GPU rental marketplace where developers and AI teams rent compute for training, fine-tuning, inference and rendering.
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Competitor Modal
modal.com
Run AI code without infrastructure
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Traffic estimated monthly website traffic
Monthly visits
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3.3Kvisits/mo
—
972.8Kvisits/mo
MoM change
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▲ 23.7%
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▲ 5.7%
6-month growth
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+3.4%
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+13.6%
Global rank web
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#6,050,844
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#43,856
Avg. last 3 months
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3.2K
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960K
Bounce rate lower is better
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36%
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37%
Pages / visit
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2.0
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6.6
Visit duration
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20s
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5m 31s
Traffic sources
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—
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● Direct 94% · ● Referral 5%
LambdaCodeaidVast.aiModal
0291.9K583.7K875.6K1.2MCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K1K10K100K1M10MCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Paid
Freemium
Starting price
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$129per month
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$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Team $129/moEnterprise Custom
On-Demand GPU CustomInterruptible CustomReserved CustomSandbox $0.32/hour
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
Code
Code
Code
Output
Apps
Data
Apps
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Business & MarketingAI Recruiting
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
9
6
6
GPU infrastructure
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Developer tools
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APIs
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Model training
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Coding assessments
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Recruiting
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Candidate screening
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Cloud computing
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Cloud infrastructure
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Coding interviews
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Developer recruitment
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Engineering interviews
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Inference
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Interviewing
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Technical recruitment
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Code analysis
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Development
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Performance optimization
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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.