Lambda vs Phala Cloud vs Hugging Face 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
Phala Cloud
Competitor 2
Hugging Face
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 Phala Cloud
cloud.phala.network
Over 5,000 users run confidential compute workloads here
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Competitor Hugging Face
huggingface.co
The GitHub for machine learning
Make main Remove
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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31.2Mvisits/mo
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MoM change
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▼ 21.5%
▲ 10.7%
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6-month growth
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+18.4%
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Global rank web
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#1,410
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Avg. last 3 months
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28.8M
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Bounce rate lower is better
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0%
42%
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Pages / visit
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6.3
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Visit duration
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5m 01s
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Traffic sources
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● Direct 81% · ● Referral 18%
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LambdaPhala CloudHugging FaceGoogle Colab
07.8M15.6M23.4M31.2MPhala Cloud · 2.7KPhala Cloud · 2.1KHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2M1K10K100K1M10M100MPhala Cloud · 2.7KPhala Cloud · 2.1KHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Free
Starting price
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$50.37per month · free tier available
$9per month · free tier available
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
Confidential VM $0.06/hourlyGPU TEE $3.80/hourly
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Free FreeProFree Pro Plan for US College Students Free
Capabilities input → output
Input
DataCode
TextCode
AudioVideoTextImages
DataCode
Output
Apps
TextApps
VideoTextImagesAudio3D
DataCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
8
6
8
Developer tools
GPU infrastructure
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Model training
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Cloud security
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Jupyter notebooks
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Large language models
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Models
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APIs
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Cloud computing
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Cloud infrastructure
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Coding
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Data science
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Inference
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Collaborative research
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Cybersecurity
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Data analysis
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Development
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Docker management
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LLM training
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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.