---
description: Compare Azure Databricks vs Toloka. Learn more about each of the software’s price, features, and helpful software reviews for South African business users.
image: https://gdm-localsites-assets-gfprod.imgix.net/images/capterra/og_logo-e5a8c001ed0bd1bb922639230fcea71a.png?auto=format%2Cenhance%2Ccompress
title: Compare Azure Databricks vs Toloka - Capterra South Africa 2026
---

Breadcrumb: [Home](/) > [Machine Learning Software](/directory/31103/machine-learning/software) > [Azure Databricks \<span\>vs\</span\> Toloka](https://www.capterra.co.za/compare/1025369/1048561/azure-databricks/vs/toloka)

# Compare Azure Databricks vs Toloka

Canonical: https://www.capterra.co.za/compare/1025369/1048561/azure-databricks/vs/toloka

> Detailed comparison between Azure Databricks and Toloka. Check ratings, reviews, pricing, and features to make the best decision for your business.

-----

## At a Glance

| Metric | Azure Databricks | Toloka |
| **Overall rating** | 4.7/5 | 4.4/5 |
| **Total Reviews** | 10 | 5 |
| **Starting Price** | - | - |
| **Free Trial** | No | No |
| **Free Version** | Yes | No |
| **Deployment** | Cloud, SaaS, Web-based | Cloud, SaaS, Web-based |
| **Support** | Email/Help Desk, Chat | Email/Help Desk |
| **Training** | Documentation | - |

## Best for

### Azure Databricks

Azure Databricks provides an interactive workspace that promotes collaboration between data engineers, data scientists, and machine learning engineers.

### Toloka

Small to midsize businesses, data scientists, machine learning engineers, researchers, and data labeling professionals.

## Key features

### Azure Databricks

- Data Visualization

### Toloka

- API
- Data Security

## Links

- [View Azure Databricks Profile](https://www.capterra.co.za/software/1025369/azure-databricks)
- [View Toloka Profile](https://www.capterra.co.za/software/1048561/toloka)
- [View Original Comparison](https://www.capterra.co.za/compare/1025369/1048561/azure-databricks/vs/toloka)

-----

## Structured Data

<script type="application/ld+json">
  {"@context":"https://schema.org","@graph":[{"name":"Compare Azure Databricks vs Toloka - Capterra South Africa 2026","description":"Compare Azure Databricks vs Toloka. Learn more about each of the software’s price, features, and helpful software reviews for South African business users.","url":"https://www.capterra.co.za/compare/1025369/1048561/azure-databricks/vs/toloka","about":[{"@id":"https://www.capterra.co.za/software/1025369/azure-databricks#software"},{"@id":"https://www.capterra.co.za/software/1048561/toloka#software"}],"breadcrumb":{"@id":"https://www.capterra.co.za/compare/1025369/1048561/azure-databricks/vs/toloka#breadcrumblist"},"@type":["WebPage","CollectionPage"],"@id":"https://www.capterra.co.za/compare/1025369/1048561/azure-databricks/vs/toloka#webpage","isPartOf":{"@id":"https://www.capterra.co.za/#website"},"inLanguage":"en-ZA","publisher":{"@id":"https://www.capterra.co.za/#organization"}},{"name":"Azure Databricks","description":"Azure Databricks supports analysts looking to run SQL queries on data using multiple data visualization tools, exploring possible results from various perspectives. It allows analysts to build and share customizable dashboards, enhancing seamless communication operations. It also helps to fasten response time and approval processes, allowing maximum utilization of resources. The software offers data engineers three platforms, including Databricks SQL, Databricks Data Science and Engineering, and Databricks Machine Learning for developing high-data applications. It also allows software engineers to protect data assets using network security tools like Azure Active Directory, which helps admins facilitate real-time tracking of website user activities.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductScreenshot/4f4ff62d-0756-4466-9fd1-0a20d8fbec44.jpeg","url":"https://www.capterra.co.za/software/1025369/azure-databricks","@type":"SoftwareApplication","@id":"https://www.capterra.co.za/software/1025369/azure-databricks#software","applicationCategory":"BusinessApplication","publisher":{"@id":"https://www.capterra.co.za/#organization"},"aggregateRating":{"@type":"AggregateRating","ratingValue":4.7,"bestRating":5,"ratingCount":10},"operatingSystem":"Cloud"},{"name":"Toloka","description":"Toloka is a data labeling platform designed to provide flexible data annotation services to support machine learning model development. The self-service platform offers access to a global crowd of contributors and advanced quality control technologies to ensure high-quality training data at scale. Key capabilities include image, text, audio and video data labeling, tools to customize quality assurance workflows, and integration options like API and SDKs.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductScreenshot/1ef473dc-a8ef-4532-bd10-ea9c823f2965.png","url":"https://www.capterra.co.za/software/1048561/toloka","@type":"SoftwareApplication","@id":"https://www.capterra.co.za/software/1048561/toloka#software","applicationCategory":"BusinessApplication","publisher":{"@id":"https://www.capterra.co.za/#organization"},"aggregateRating":{"@type":"AggregateRating","ratingValue":4.4,"bestRating":5,"ratingCount":5},"operatingSystem":"Cloud"},{"@type":"BreadcrumbList","itemListElement":[{"name":"Home","position":1,"item":"/","@type":"ListItem"},{"name":"Machine Learning Software","position":2,"item":"/directory/31103/machine-learning/software","@type":"ListItem"},{"name":"Azure Databricks vs Toloka","position":3,"item":"https://www.capterra.co.za/compare/1025369/1048561/azure-databricks/vs/toloka","@type":"ListItem"}],"@id":"https://www.capterra.co.za/compare/1025369/1048561/azure-databricks/vs/toloka#breadcrumblist"}]}
</script>