Lambda vs Vast.ai vs Code Wiki vs Google Colab

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

Your tool
Lambda
vs
Competitor 1
Vast.ai
Competitor 2
Code Wiki
Competitor 3
Google Colab
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 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 Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
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Competitor Google Colab
colab.research.google.com
A data science student needs to train a neural network for her thesis but her laptop overheats after 20 minutes
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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152.5Kvisits/mo
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MoM change
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▼ 17.8%
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6-month growth
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-70.8%
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Global rank web
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#251,881
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Avg. last 3 months
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225.3K
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Bounce rate lower is better
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41%
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Pages / visit
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3.0
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Visit duration
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55s
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Traffic sources
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● Direct 76% · ● Referral 24%
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LambdaVast.aiCode WikiGoogle Colab
0206.5K413K619.5K826KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5K100K1MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Paid
Paid
Free
Free
Starting price
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Free
Free
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
On-Demand GPU CustomInterruptible CustomReserved CustomSandbox $0.32/hour
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Free FreeProFree Pro Plan for US College Students Free
Capabilities input → output
Input
CodeData
Code
Code
CodeData
Output
Apps
Apps
ImagesText
CodeData
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
6
7
8
GPU infrastructure
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Model training
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Developer tools
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Code documentation
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Codebase q a
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Jupyter notebooks
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Architecture
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Cloud computing
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Cloud infrastructure
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Code explanations
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Coding
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Data science
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APIs
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Code analysis
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Code summaries
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Collaborative research
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Data analysis
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GitHub pull requests
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Community on aitoolstime
Rating
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Upvotes
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Saves
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Reviews
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Prompts
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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.