---
title: "Comparative tables - AI Notebooks, AI Training, AI Deploy"
description: "Discover the main differences between each of the OVHcloud AI tools' bricks"
url: https://docs.ovhcloud.com/de/guides/public-cloud/ai-machine-learning/ai-comparative-tables
lang: de
lastUpdated: 2023-05-12
---
# Comparative tables - AI Notebooks, AI Training, AI Deploy

## Objective

OVHcloud provides a set of managed tools designed for building your machine learning projects.
This guide explains the main differences between our AI tools, commonly called AI Notebooks, AI Training and AI Deploy.

## Overview

OVHcloud AI tools work inside our Public Cloud ecosystem. Once logged in to your Public Cloud project, you have access to AI tools including:

- **AI Notebooks**
- **AI Training**
- **AI Deploy**

Each of them is an autonomous tool, billed per minute and with shared elements, such as security tokens, etc.

All AI Tools have access to OVHcloud Object Storage as a central point, allowing you to work with your data securely and easily.

We schematize our AI offers this way:

![OVHcloud AI tools](/images/public-cloud/ai-machine-learning/gi-00-ai-comparative-table/AI_tools_overview.png)
## Comparative tables

| Product offers    | AI Notebooks                                                                              | AI Training                                                                                                                | AI Deploy                                                                                                             |
| ----------------- | ----------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------- |
| Description       | Managed Jupyter or VSCode notebook, linked to compute resources (CPU or GPU) and storage. | Automate your trainings, deploy your own Docker container, linked to compute resources (CPU or GPU), and attached storage. | Deploy with high-availability your own AI application and models via Docker containers or select one from our catalog |
| Billing Resources | per minute                                                                                | per minute                                                                                                                 | per minute                                                                                                            |

| AI Features                                                                                                    | AI Notebooks | AI Training | AI Deploy |
| -------------------------------------------------------------------------------------------------------------- | ------------ | ----------- | --------- |
| Managed Jupyter Notebook with preinstalled libraries                                                           | X            |             |           |
| Managed VSCode Notebook with preinstalled libraries                                                            | X            |             |           |
| Automate Training phases (timeout, grid computing, ...)                                                        |              | X           |           |
| Bring your own Docker image (with notebooks inside, models, etc.) and connect to compute and storage resources |              | X           | X         |
| Deploy your managed applications and models with high-availability                                             |              |             | X         |
| Deploy AI applications from a catalog made with partners                                                       |              |             | X         |

| Management    | AI Notebooks | AI Training | AI Deploy |
| ------------- | ------------ | ----------- | --------- |
| Control panel | X            | X           | X         |
| API           | X            | X           | X         |
| CLI           | X            | X           | X         |

| Resources                                               | AI Notebooks                | AI Training                 | AI Deploy                   |
| ------------------------------------------------------- | --------------------------- | --------------------------- | --------------------------- |
| CPU resources                                           | X                           | X                           | X                           |
| CPU flavors available                                   | ai1-1-CPU                   | ai1-1-CPU                   | ai1-1-CPU                   |
| GPU resources                                           | X                           | X                           | X                           |
| GPU flavors available                                   | ai1-1-GPU                   | ai1-1-GPU                   | ai1-1-GPU                   |
| RAM Memory                                              | X                           | X                           | X                           |
| Dask computing                                          |                             | X                           |                             |
| Cold-patch resources (adjust GPU/CPU, attached storage) | X                           |                             |                             |
| Local SSD-NVMe storage                                  | X                           | X                           | X                           |
| Local SSD-NVMe storage size                             | depends on selected flavors | depends on selected flavors | depends on selected flavors |
| Ability to attach a remote storage (Object Storage)     | X                           | X                           | X                           |
| Pull Storage Sync (from object storage)                 | X                           | X                           | X                           |
| Push Storage sync (to object storage)                   | X                           | X                           |                             |
| Maximum runtime                                         | unlimited                   | unlimited                   | unlimited                   |
| Ability to add a runtime timeout (via CLI)              |                             | X                           |                             |

| Security               | AI Notebooks | AI Training | AI Deploy             |
| ---------------------- | ------------ | ----------- | --------------------- |
| ACL via Openstack user | X            | X           | X                     |
| ACL via tokens         | X            | X           | X                     |
| Backups and resiliency |              |             |                       |
| Automatic backup       |              |             |                       |
| Backup when you stop   | X            |             |                       |
| High availability      |              |             | X (when replicas > 1) |
| Auto scaling           |              |             | Planned               |

| Advanced features and parameters      | AI Notebooks | AI Training | AI Deploy |
| ------------------------------------- | ------------ | ----------- | --------- |
| Labels                                | X            | X           | X         |
| Start / Stop / Resume                 | X            |             | X         |
| Easily import data from Git/\* via UI | X            |             |           |
| Unchanging endpoint URL               |              |             | X         |

## Feedback

Please feel free to send us your questions, feedback and suggestions to help our team improve the service on the OVHcloud [Discord server](https://discord.gg/ovhcloud)

If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/en-gb/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project.