Kaggle Notebooks vs Lightning AI Studios
Kaggle Notebooks
kaggle.comLightning AI Studios
lightning.aiSide by side
| Figure | Kaggle Notebooks | Lightning AI Studios |
|---|---|---|
| Price from | Free | $20/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | — | Yes |
| Plans published | 2 | 9 |
| Spec score · Coding Playgrounds | 8.7 (#20) | 9.3 (#6) |
| Documentation depth | Official documentation covers notebooks, packages, GPU usage, TPU usage, models, API access, benchmarks, scheduling, and Jupyter Server connections. | Documentation includes platform guides, CLI references, SDK references, AI Studio tutorials, deployment, cluster and organization material. |
| Free plan | Yes | Yes |
| Integrations | Kaggle Notebooks integrates with Google Cloud Storage, BigQuery, and AutoML through the editor’s Google Cloud Services add-on. | The Studio documentation describes connecting S3 buckets and EFS volumes through Lightning Drive and importing models from Hugging Face and GitHub. |
| Purpose | Kaggle Notebooks is a cloud computational environment for reproducible and collaborative machine learning analysis. | AI Studio is a persistent, collaborative GPU cloud workspace for training models, running inference, building agents and AI apps, and coding together. |
| Rating on G2 | 4.7 out of 5 from 34 reviews | 4.5 out of 5 from 4 reviews |
| Rating on Trustpilot | 3.7 out of 5 from 4 reviews | 2.8 out of 5 from 6 reviews |
| What it does | Kaggle Notebooks is a cloud environment for reproducible, collaborative machine-learning and data-analysis code. | AI Studio is a persistent collaborative GPU workspace for training, inference, coding, agents and AI applications. |
Plans
Lightning AI Studios
- FreeFree
- FreeFree
- Pro$20 a month
- Pro (annual)$20 a month
- Pro (monthly)$50 a month
- Teams$119 a month
- Teams (annual)$119 a month
- Teams (monthly)$140 a month
- EnterprisePriced on request
In their own words
Kaggle Notebooks
Kaggle Notebooks has no write-up on Specifiction yet; its figures are above.
Lightning AI Studios
Lightning AI Studios is a cloud workspace for training models, running inference, building agents and AI apps, and coding collaboratively. Its persistent environments save installed packages, custom Python versions, and downloaded files. Studios offer browser-accessible VS Code and JupyterLab, plus AI copilots for AI and machine-learning work, including CUDA and PyTorch debugging. Teams can collaborate in real time on private projects, use a full-stack runtime, and deploy full-stack applications. Users can connect S3 buckets and EFS volumes through Lightning Drive, import models from Hugging Face and GitHub, or connect local IDEs such as VS Code, Cursor, and PyCharm over SSH. An SDK supports workflow automation. The Free plan is free and includes one active Studio, 50 GB persistent storage, and up to two concurrent GPUs; that Studio requires a restart every four hours. Pro and Teams plans have higher storage and GPU limits. Enterprise offers deployment in a customer VPC using AWS or GCP cloud credits.