Kaggle Notebooks vs Paperspace Gradient
Kaggle Notebooks
kaggle.comPaperspace Gradient
paperspace.comSide by side
| Figure | Kaggle Notebooks | Paperspace Gradient |
|---|---|---|
| Price from | Free | $8/mo |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | — | Yes |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | — | Yes |
| Plans published | 2 | 17 |
| Spec score · Coding Playgrounds | 8.7 (#20) | 9.1 (#10) |
| Acquisition news | TechCrunch reported on March 8, 2017 that Google confirmed its acquisition of Kaggle and did not disclose deal terms. | Y Combinator records DigitalOcean’s acquisition of Paperspace for $111 million in cash on July 6, 2023. |
| API | Kaggle provides a command-line interface for interacting with the platform through terminal commands or shell scripts. | Paperspace provides a documented REST API with a unified endpoint schema and improved scalability; legacy Gradient and Core endpoints were deprecated. |
| CLI licence | The official Kaggle CLI is released under the Apache 2.0 licence. | The Gradient CLI is published as open source Python software under the OSI-approved ISC License. |
| Company founding | LinkedIn lists Kaggle as founded in 2010. | G2 lists Paperspace as serving customers since 2014. |
| Company legal name | Crunchbase lists the legal name as Kaggle Inc. | Crunchbase lists the legal name as Paperspace, Co. |
| Company ownership | Crunchbase identifies Kaggle as a Google sub-organization acquired by Google. | Paperspace is listed as acquired by DigitalOcean, and the company website now identifies Paperspace as doing business as DigitalOcean. |
| Compute | Users can add a free NVIDIA Tesla P100 GPU or TPU v3-8, subject to limited availability and possible queues. | The platform offers on-demand GPU and IPU instances, with per-second instance pricing described on its product page. |
| Documentation depth | Official documentation covers notebooks, packages, GPU usage, TPU usage, models, API access, benchmarks, scheduling, and Jupyter Server connections. | The documentation includes getting-started guides, how-to articles, concepts, reference material, limits, known issues, support pages, CLI references, and SDK/API examples. |
| Free plan | Yes | Yes |
| Purpose | Kaggle Notebooks is a cloud computational environment for reproducible and collaborative machine learning analysis. | Gradient is a machine learning platform for developing, tracking, and collaborating on machine learning models. |
| Rating on G2 | 4.7 out of 5 from 34 reviews | Paperspace Core is rated 4.9 out of 5 from 10 reviews. |
| Rating on Trustpilot | 3.7 out of 5 from 4 reviews | Paperspace has a TrustScore of 1.5 out of 5 from 97 reviews. |
| What it does | Kaggle Notebooks is a cloud environment for reproducible, collaborative machine-learning and data-analysis code. | Paperspace is a cloud machine-learning platform for developing, training, and deploying AI applications with GPU-backed infrastructure. |
Plans
Paperspace Gradient
- Free (Individual)Free
- Pro (Individual)$8 a month
- Growth (Individual)$39 a month
- Free (Team)Free
- Pro (Team)$12 a month
- Growth (Team)$39 a month
- T0Free
- T1$12 a month
- FreeFree
- FreeFree
In their own words
Kaggle Notebooks
Kaggle Notebooks has no write-up on Specifiction yet; its figures are above.
Paperspace Gradient
Paperspace Gradient is a machine learning platform for building, tracking, and collaborating on models. Its browser-based IDE launches GPU-enabled Jupyter notebooks; teams can share projects, invite collaborators, and connect GitHub to manage code and compute resources. Notebook environments run in Docker containers. For deployment, Gradient serves models through API endpoints, with runtime, instance-type, and autoscaling choices. On-demand GPU and IPU instances are available, and paid instance utilization can cost extra beyond plan fees. Gradient supports major machine learning frameworks and libraries. Plans include free options and paid options listed from $8/mo; individual and team plans have different storage allowances, and notebook plans specify limits on notebooks and running sessions. Gradient is offered for beginners, ML/AI engineers, data scientists, researchers, teams, research groups, and startups. Paperspace also lists a Windows, macOS, and Linux beta desktop app, along with centralized permissions and activity logs.