Kaggle free tier includes Google's data science platform with free notebooks, datasets and competitions… Verified November 2026. Compare with 3 alternatives in AI / ML.
Subtypes in AI / ML: gpu_compute — sells accelerator time for code you write; the unit billed is machine time, not a model call. We read that on 2026-09-01 from https://www.kaggle.com/docs/notebooks, where it says: “a cloud computational environment that enables reproducible and collaborative analysis” How we use this.
Kaggle's free tier offers Google's data science platform with free notebooks, datasets and competitions… It's stable — zero pricing changes recorded. Best for ai / ml workloads.
Google's data science platform with free notebooks, datasets and competitions. Notebooks get a weekly GPU quota of 30 hours, sometimes more depending on demand (one NVIDIA Tesla P100 or two Tesla T4s), and a TPU v3-8 for up to 20 hours per week. Sessions run up to 12 hours on CPU or GPU and 9 hours on TPU, with 20 GB of auto-saved disk in /kaggle/working. A CPU session has 4 CPU cores and 30 GB of RAM. A GPU session, with one P100 or two T4s, has 4 CPU cores and 29 GB of RAM. A TPU v3-8 session has 96 CPU cores and 330 GB of RAM. Free GPUs and TPUs may queue at busy times. Datasets are capped at 200 GB each and 200 GB of private datasets in total. Kaggle's one paid service is hosting a competition. The tools of Kaggle's MCP server include save_notebook (run with GPU or TPU), get_notebook_session_status, download_notebook_output and get_accelerator_quota (read weekly GPU and TPU usage). The Kaggle API also pushes a notebook version without the web editor. (From https://www.kaggle.com/docs/efficient-gpu-usage, read 2026-10-23.)
Kaggle runs its own MCP server. "Some resources, or endpoints require authorization. To unlock full access you can authorize using OAuth 2.0" (From https://www.kaggle.com/docs/mcp.md, read 2026-10-20.) The endpoint is https://www.kaggle.com/mcp, the transport is HTTP, and authentication uses OAuth 2.0, or a Kaggle API token (it begins "KGAT") in the header "Authorization: Bearer YOUR_TOKEN".
We read that on 2026-11-06 from https://www.kaggle.com/docs/efficient-gpu-usage, and our check recorded: the page names Kaggle as "kaggle" and states "30 hours".
Kaggle provides free access to NVIDIA TESLA P100 GPUs. These GPUs are useful for training deep learning models, though they do not accelerate most other workflows (i.e. libraries like pandas and scikit-learn do not benefit from access to GPUs). You can use up to a quota limit per week of GPU. The quota resets weekly and is 30 hours or sometimes higher depending on demand and resources
No recorded pricing changes for Kaggle. This is a good sign — stable pricing.
How Kaggle compares against every one of the 3 we list, not against a selection of them. A surface with room for every member of a tied set may rotate their order. A surface with room for only some of them names none of them, because which ones it named would be the claim, and a claim seeded on the date is not the one we serve tomorrow. How we decide this.
| Service | Free Tier | Stability |
|---|---|---|
| Kaggle | Free | stable |
| Google Colab | Free Hosted Jupyter notebooks with free access to GPUs and TPUs. In the free version, notebooks run for at most 12 hours, depending on availability and usage, and idle runtimes time out. |
stable |
| Modal | Free Serverless platform for running CPU and GPU workloads. The Starter plan has no monthly fee and includes $30 of compute per month (GPU, CPU and memory), 3 workspace seats, 100 containers and 10 GPU concurrency. |
caution |
| paperspace | Free ML platform (Gradient Notebooks, Workflows and Deployments) from Paperspace, now part of DigitalOcean. The Free plan is $0 with public projects, 5 GB of storage and free machines for Notebooks in your private workspace (Free CPU C4 and Free GPU M4000; free machines shut down after at most 6 hours). |
stable |
Left out of this list: Hugging Face (shares no subtype with this product), Groq (shares no subtype with this product), Google Gemini API (shares no subtype with this product), Mistral AI (shares no subtype with this product), OpenRouter (shares no subtype with this product), Cloudflare Workers AI (shares no subtype with this product), Cerebras (shares no subtype with this product), Cohere (shares no subtype with this product), Brave Search API (shares no subtype with this product), OpenAI (shares no subtype with this product), Pinecone (shares no subtype with this product), Qdrant (shares no subtype with this product), Deepgram (shares no subtype with this product), Roboflow (shares no subtype with this product), Scale AI (shares no subtype with this product), AssemblyAI (shares no subtype with this product), Replicate (shares no subtype with this product), Baseten (shares no subtype with this product), Weights & Biases (shares no subtype with this product), Comet ML (shares no subtype with this product), Clarifai (we have not classified this record), Neptune.ai (we have not classified this record), Labelbox (shares no subtype with this product), Composio (shares no subtype with this product), DeepAR (none of this category's subtypes apply), Maxim AI (shares no subtype with this product), OCR.Space (shares no subtype with this product), Parseur (shares no subtype with this product), Reducto (shares no subtype with this product), SerpApi (shares no subtype with this product), Tavily AI (shares no subtype with this product), Arize AX (shares no subtype with this product), Audio Enhancer (none of this category's subtypes apply), Braintrust (shares no subtype with this product), Clair (none of this category's subtypes apply), Keywords AI (shares no subtype with this product), Langfuse (shares no subtype with this product), LangSmith (shares no subtype with this product), Langtrace (we have not classified this record), LangWatch (shares no subtype with this product), Lumenfall.ai (shares no subtype with this product), Mediaworkbench.ai (none of this category's subtypes apply), Othor AI (none of this category's subtypes apply), Pollinations.AI (shares no subtype with this product), Portkey (shares no subtype with this product), ReportGPT (none of this category's subtypes apply), Zenable (none of this category's subtypes apply), xAI (shares no subtype with this product), Anthropic API (shares no subtype with this product), GitHub Models (shares no subtype with this product), NVIDIA NIM (shares no subtype with this product), Ollama Cloud (shares no subtype with this product), LLM7.io (shares no subtype with this product), SiliconFlow (shares no subtype with this product), Zhipu AI (shares no subtype with this product), DeepSeek API (shares no subtype with this product), MiniMax (shares no subtype with this product), Exa (shares no subtype with this product), GPU-Bridge (we have not classified this record), Google Vertex AI Agent Engine (we have not classified this record), Google Vector Search 2.0 (shares no subtype with this product), Google Gemini Embedding 2 (shares no subtype with this product), Alibaba Cloud Qwen Code (none of this category's subtypes apply), E2B (shares no subtype with this product), Together AI (shares no subtype with this product), Fireworks AI (shares no subtype with this product), ElevenLabs (we have not classified this record), Stability AI (we have not classified this record), Daytona (shares no subtype with this product), Blaxel (shares no subtype with this product), Novita Sandbox (shares no subtype with this product), Runloop (shares no subtype with this product), Mem0 (shares no subtype with this product), Zep (shares no subtype with this product), Letta (we have not classified this record), Supermemory (shares no subtype with this product), Cognee (shares no subtype with this product), Serper (shares no subtype with this product), Linkup (shares no subtype with this product), Parallel (shares no subtype with this product), Jina AI (shares no subtype with this product), You.com (shares no subtype with this product), Hetzner Inference API (shares no subtype with this product), Cloudflare AI Search (we have not classified this record), Valyu (shares no subtype with this product). Each is still listed in AI / ML, with the vendor's own words we read that from on its page. How we decide this.
We do not push notifications. Every change we record is readable the moment it lands, and the JSON answer carries an ETag — send it back as If-None-Match and an unchanged answer costs one 304.
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