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Notebook-Based Platforms for AI & ML

 


Platform Google Colab

Free GPU Yes (varies; K80/T4/P100; A100 on higher tiers)

Storage Limit ~12h/session; CU-based throttling

Collaboration Shareable notebooks via Drive

Indicative Pricing Free; Pro $9.99/mo; Pro+ $49.99/mo

Link https://colab.research.google.com/


Platform Kaggle Notebooks

Free GPU Yes (T4/P100); ~30 GPU-hrs/week

Storage Limit ~20 GB persistent per user

Collaboration Share kernels; public by default

Indicative Pricing Free tier

Link https://www.kaggle.com/code


Platform Deepnote

Free GPU CPU only on free; GPUs on paid tiers

Storage Limit Project-based cloud storage

Collaboration Real-time multi-editor

Indicative Pricing Free; Team/Business paid tiers

Link https://deepnote.com/pricing


Platform Paperspace Gradient

Free GPU Limited free; paid GPUs (T4/A4000 etc.)

Storage Limit Persistent volumes/workspace storage

Collaboration Team workspaces, notebooks

Indicative Pricing Free; Paid GPU ~$0.45/hr (T4)

Link https://www.paperspace.com/gradient


Platform Amazon SageMaker Studio Lab

Free GPU Yes (short sessions)

Storage Limit Session-limited; persistent via Git/Drive

Collaboration Share via repos; notebooks

Indicative Pricing Studio Lab Free; Full SageMaker paid

Link https://studiolab.sagemaker.aws/


Platform Saturn Cloud

Free GPU Yes (free tier limited)

Storage Limit Persistent volumes; varies by plan

Collaboration Projects, shared notebooks

Indicative Pricing Free tier + paid; enterprise options

Link https://saturncloud.io/


Platform JupyterLab

Free GPU No (depends on host)

Storage Limit Local/host-defined

Collaboration Extensions; Git integration

Indicative Pricing Open-source (free)

Link https://jupyter.org/


Platform CoCalc

Free GPU CPU free; GPU paid

Storage Limit Project-based; depends on plan

Collaboration Real-time editing

Indicative Pricing From $0.01/hr (CPU); ~$0.15/hr GPU

Link https://cocalc.com/pricing


Platform Replit

Free GPU No (paid GPUs via extensions)

Storage Limit Per project; varies by plan

Collaboration Multiplayer coding

Indicative Pricing Free; Hacker/Pro paid plans

Link https://replit.com/pricing


Created by: Using Microsoft #Copilot + GPT5


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