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# Azure Databricks vs Dataiku Comparison - What are their main differences?

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Azure DatabricksDataiku[+ Add Product](#)

Pricing

**Azure Databricks**
No pricing available

**Dataiku**
Free Trial

**$0.01** Per Year · Basic

**Pricing Insights**
from reviews

Perceived Cost

**Azure Databricks**
$$$$$

**Dataiku**
$$$$$

Average Discount

**Azure Databricks**
Not enough reviews yet

**Dataiku**
10%

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Time to Implement

**Azure Databricks** 6 months
Based on 100 responses

**Dataiku** 6 months
Based on 100 responses

Return on Investment

**Azure Databricks** 6 months
Based on 100 responses

**Dataiku** 6 months
Based on 100 responses

**Pros & Cons**
from reviews

**Azure Databricks**
[
Ease of Use (9)
](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1042715&qs=pros-and-cons#reviews)[
Features (8)
](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1042693&qs=pros-and-cons#reviews)[
Complexity (3)
](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2304252&qs=pros-and-cons#reviews)[
Difficult Setup (3)
](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2304372&qs=pros-and-cons#reviews)

**Dataiku**
[
Ease of Use (82)
](https://www.g2.com/products/dataiku/reviews?filters%5Bsentiment_snippet%5D=1516831&qs=pros-and-cons#reviews)[
Features (82)
](https://www.g2.com/products/dataiku/reviews?filters%5Bsentiment_snippet%5D=1516090&qs=pros-and-cons#reviews)[
Learning Curve (45)
](https://www.g2.com/products/dataiku/reviews?filters%5Bsentiment_snippet%5D=1517069&qs=pros-and-cons#reviews)[
Steep Learning Curve (26)
](https://www.g2.com/products/dataiku/reviews?filters%5Bsentiment_snippet%5D=1515723&qs=pros-and-cons#reviews)

Integrations

**Azure Databricks**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Product Avatar Image")

Azure Data Factory

](https://www.g2.com/products/azure-data-factory/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-data-lake-store.jpg "Product Avatar Image")

Azure Data Lake Store

](https://www.g2.com/products/azure-data-lake-store/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_756e21e5ff45db664431b3ea10f16115/azure-synapse-analytics.jpg "Product Avatar Image")

Azure Synapse Analytics

](https://www.g2.com/products/azure-synapse-analytics/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_2b00e05c107c3273cea5264090c3c1d0/snowflake.jpg "Product Avatar Image")

Snowflake

](https://www.g2.com/products/snowflake/reviews)[
View all
](https://www.g2.com/products/azure-databricks/integrations)

**Dataiku**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_7c8d43b5b00c44acc1a3d106c9a36f4c/alation.png "Product Avatar Image")

Alation

](https://www.g2.com/products/alation/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a24662f01359618d7dff76f71598ff5c/alteryx-alteryx-designer-cloud.jpg "Product Avatar Image")

Alteryx Designer Cloud

](https://www.g2.com/products/alteryx-alteryx-designer-cloud/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-s3-glacier.jpg "Product Avatar Image")

Amazon S3 Glacier

](https://www.g2.com/products/amazon-s3-glacier/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a697fff464fa3e9e9509f963fc269fe1/anthropic-sdk.png "Product Avatar Image")

Anthropic SDK

](https://www.g2.com/products/anthropic-sdk/reviews)[
View all
](https://www.g2.com/products/dataiku/integrations)

**Ratings**
from reviews

Meets Requirements

**Azure Databricks**

**8.9** /10

Based on 170 responses

**Dataiku**

**8.7** /10

Based on 200 responses

Ease of Use

**Azure Databricks**

**8.7** /10

Based on 173 responses

**Dataiku**

**8.6** /10

Based on 235 responses

Ease of Setup

**Azure Databricks**

**8.7** /10

Based on 86 responses

**Dataiku**

**8.1** /10

Based on 161 responses

Ease of Admin

**Azure Databricks**

**8.4** /10

Based on 62 responses

**Dataiku**

**7.9** /10

Based on 66 responses

Quality of Support

**Azure Databricks**

**8.5** /10

Based on 156 responses

**Dataiku**

**8.5** /10

Based on 215 responses

Has the product been a good partner in doing business?

**Azure Databricks**

**8.8** /10

Based on 61 responses

**Dataiku**

**8.6** /10

Based on 65 responses

Product Direction (% positive)

**Azure Databricks**

**9.5** /10

Based on 162 responses

**Dataiku**

**9.0** /10

Based on 190 responses

**Features**
ratings from reviews

Big Data Analytics

**8.8** /10

Based on 171 responses

**8.7** /10

Based on 51 responses

Analytics Platforms

Not enough data

**8.1** /10

Based on 109 responses

MLOps Platforms

Not enough data

**8.5** /10

Based on 18 responses

Uncover more feature rated insights from real users to improve your shopping experience.

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Data Science and Machine Learning Platforms

Not enough data

**8.2** /10

Based on 96 responses

AI Agents For Business Operations

Not enough data

**9.0** /10

Based on 21 responses

Generative AI Infrastructure

Not enough data

**7.4** /10

Based on 41 responses

Machine Learning

Not enough data

**8.2** /10

Based on 30 responses

Large Language Model Operationalization (LLMOps)

Not enough data

**7.8** /10

Based on 13 responses

AI Agent Builders

Not enough data

**8.7** /10

Based on 19 responses

AI Orchestration

Not enough data

**9.0** /10

Based on 11 responses

Predictive Analytics

Not enough data

**8.3** /10

Based on 41 responses

Big Data

Not enough data

**8.7** /10

Based on 98 responses

User Insights

**Reviewers' Company Size**

Small-Business(50 or fewer emp.)
23.9%

Mid-Market(51-1000 emp.)
28.2%

Enterprise(\> 1000 emp.)
47.9%

Small-Business(50 or fewer emp.)
23.9%

Mid-Market(51-1000 emp.)
28.2%

Enterprise(\> 1000 emp.)
47.9%

Small-Business(50 or fewer emp.)
19.4%

Mid-Market(51-1000 emp.)
20.6%

Enterprise(\> 1000 emp.)
60.1%

Small-Business(50 or fewer emp.)
19.4%

Mid-Market(51-1000 emp.)
20.6%

Enterprise(\> 1000 emp.)
60.1%

**Reviewers' Industry**

[![Azure Databricks](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Azure Databricks")](https://www.g2.com/products/azure-databricks/reviews)
Azure Databricks

Information Technology and Services
23.1%

Computer Software
11.8%

Retail
4.7%

Financial Services
4.7%

Automotive
3.8%

Other
51.9%

[![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku")](https://www.g2.com/products/dataiku/reviews)
Dataiku

Financial Services
15.6%

Pharmaceuticals
9.1%

Airlines/Aviation
6.6%

Manufacturing
5.8%

Banking
5.8%

Other
57.2%

Alternatives

**Azure Databricks Alternatives**

 ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx")

[
Alteryx
](/products/alteryx/reviews)

 ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake")

[
Snowflake
](/products/snowflake/reviews)

 ![Splunk Enterprise](https://images.g2crowd.com/uploads/product/hd_favicon/b92838221b8df42dd6b5bb09c9f8ff55/splunk-enterprise.svg "Splunk Enterprise")

[
Splunk Enterprise
](/products/splunk-enterprise/reviews)

 ![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera")

[
Cloudera
](/products/cloudera/reviews)

**Dataiku Alternatives**

 ![Gemini platform](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_4dd8c3d8b249576df722c91920b11d18/gemini-platform.png "Gemini platform")

[
Gemini platform
](/products/gemini-platform/reviews)

 ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx")

[
Alteryx
](/products/alteryx/reviews)

 ![Intelligence Center X AI Studio](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_3f9c0906fd6d9b7d077d88bc63dfc5f1/intelligence-center-x-ai-studio.png "Intelligence Center X AI Studio")

[
Intelligence Center X AI Studio
](/products/intelligence-center-x-ai-studio/reviews)

 ![KNIME](https://images.g2crowd.com/uploads/product/hd_favicon/8a540cdf83a0e7e7937efe634c6ab64f/knime-analytics-platform.svg "KNIME")

[
KNIME
](/products/knime-analytics-platform/reviews)

## Azure Databricks vs Dataiku FAQs

Generated using AI

Last updated: August 14, 2026

### What is the difference between Dataiku vs Azure Databricks?

Azure Databricks stands out for its higher Ease of Setup and Quality of Support scores, while Dataiku is recognized for its strong collaboration and visual workflow capabilities.

| | [Dataiku](https://www.g2.com/products/dataiku/reviews) | [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) |
| --- | --- | --- |
| G2 Rating (reviews) | 4.4/5 (224 reviews) | 4.5/5 (239 reviews) |
| Largest Segment | Enterprise | Enterprise |
| Ease of Setup score | 8.1 | 8.7 |
| Quality of Support score | 8.5 | 8.5 |
| Top Reviewer-Cited Strength | Collaboration (40 all-time mentions) | Ease of Use (9 all-time mentions) |

### How do the pricing models of Dataiku and Azure Databricks compare?

Azure Databricks is rated higher for value, with a stronger Price/Cost satisfaction score than Dataiku.

- **Dataiku:** In recent reviews, several reviewers note that Dataiku's pricing is competitive for enterprise use but can be expensive and less accessible for small organizations or teams with lighter needs.
- **Azure Databricks:** Reviewers frequently mention that Azure Databricks' costs can escalate with heavy usage, but satisfaction with value is higher, especially for large-scale data processing and integration with Azure services.
- **Switching reasons:** Reviewers cite moving to Azure Databricks for its scalable infrastructure and integration with the Azure ecosystem, while Dataiku is chosen for its collaborative workflows and visual interface.

### What are the best alternatives to Dataiku and Azure Databricks?

The top three alternatives to Dataiku and Azure Databricks are Alteryx, Gemini Enterprise Agent Platform, and Snowflake.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Dataiku](https://www.g2.com/products/dataiku/reviews) | 4.4/5 (224 reviews) | Enterprise | Competitive for enterprise, expensive for small orgs | Collaboration (40 all-time mentions) |
| [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) | 4.5/5 (239 reviews) | Enterprise | Costs can escalate with usage, higher value satisfaction | Ease of Use (9 all-time mentions) |
| [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (893 reviews) | Enterprise | — | Powerful analytics and automation |
| [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) | 4.3/5 (745 reviews) | Small-Business | — | Agent-based automation |
| [Snowflake](https://www.g2.com/products/snowflake/reviews) | 4.6/5 (763 reviews) | Mid-Market | — | Scalable cloud data warehousing |

### Which Generative AI Infrastructure features should I prioritize when comparing Dataiku and Azure Databricks?

Buyers should prioritize Collaboration, Integrations, Ease of Setup, Scalability, and AI Capabilities when comparing Dataiku and Azure Databricks.

- **Collaboration:** Dataiku has 40 all-time mentions for collaboration, while Azure Databricks is frequently cited for collaborative notebooks and unified environments.
- **Integrations:** Dataiku is mentioned in 40 reviews for integrations, including Python (29 mentions), Snowflake, and Databricks; Azure Databricks is cited in 6 reviews for integrations, including Snowflake.
- **Ease of Setup:** Azure Databricks scores 8.7, Dataiku 8.1, indicating a smoother setup experience for Databricks.
- **Scalability:** Dataiku has 34 all-time mentions for scalability; Azure Databricks is frequently praised for handling large-scale data processing and auto-scaling clusters.
- **AI Capabilities:** Dataiku has 37 all-time mentions for AI capabilities and machine learning; Azure Databricks is cited for built-in ML tools and MLflow integration.

### What are the pros and cons of Dataiku vs Azure Databricks?

Dataiku's headline strength is collaboration and visual workflows, while Azure Databricks excels in ease of use and scalable data processing.

- **Dataiku strengths:** Collaboration (40 all-time mentions), visual workflows, hybrid no-code/code flexibility, strong integration options (40 all-time mentions), and productivity improvement (41 all-time mentions).
- **Dataiku trade-offs:** Learning curve (43 all-time mentions), performance slowdowns on large projects, and higher cost for small organizations.
- **Azure Databricks strengths:** Ease of use (9 all-time mentions), scalable big data processing, collaborative notebooks, and strong integration with Azure ecosystem.
- **Azure Databricks trade-offs:** Complexity for new users (3 all-time mentions), cost escalation with heavy usage, and cluster startup times can be slow.

### Is Dataiku or Azure Databricks better for small businesses?

Gemini Enterprise Agent Platform is the top-ranked alternative with a Small-Business segment, while both Dataiku and Azure Databricks are primarily Enterprise-focused.

- **Dataiku:** Largest segment is Enterprise; reviewers note that pricing and platform complexity can be challenging for small businesses, with several reviews highlighting a steeper learning curve and higher cost for smaller teams.
- **Azure Databricks:** Largest segment is Enterprise; reviewers mention that while the platform is powerful, cost management and operational complexity can be barriers for small businesses.

### Which Generative AI Infrastructure platform has better integrations?

Dataiku is favored for integrations, with more reviewer-cited integration mentions and broader tool support.

- **Dataiku:** Python (29 all-time mentions), Snowflake, and Databricks are frequently cited integrations, with 40 all-time mentions for integrations overall.
- **Azure Databricks:** Snowflake is cited in 5 reviews, with 6 all-time mentions for integrations.

### How do Dataiku and Azure Databricks compare on customer support?

Dataiku and Azure Databricks are rated equally on Quality of Support, both scoring 8.5, indicating parity in reviewer satisfaction.

- **Dataiku:** Reviewers consistently describe support as responsive and helpful, with several noting fast response times and solid attention, though some mention support is primarily via email.
- **Azure Databricks:** Reviewers highlight helpful support and sufficient documentation, with some noting variable response times and the need for escalation for complex issues.

### Which is easier to implement, Dataiku or Azure Databricks?

Azure Databricks scores higher on Ease of Setup (8.7 vs. Dataiku's 8.1), indicating a smoother implementation experience.

- **Dataiku:** Reviewers describe setup as straightforward and easy, especially for web-based deployments, but note a learning curve for non-technical users and more complexity for advanced features.
- **Azure Databricks:** Reviewers frequently mention very easy initial setup, especially with Azure integration, and appreciate clear guidelines and automation of cluster management.

### Which product has better Collaboration?

Dataiku is the stronger choice for Collaboration, with more reviewer-cited mentions and a focus on collaborative workflows.

- **Dataiku:** Collaboration is cited in 40 all-time reviews, with reviewers highlighting strong project sharing, versioning, and cross-team workflows.
- **Azure Databricks:** Collaboration is cited in recent reviews for its collaborative notebooks and unified environment, but with fewer all-time mentions than Dataiku.