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

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DatabricksDataiku[+ Add Product](#)

Pricing

**Databricks**
Free Trial

**$99.00** Per Feature Per Month · Basic

**Dataiku**
Free Trial

**$0.01** Per Year · Basic

**Pricing Insights**
from reviews

Perceived Cost

**Databricks**
$$$$$

**Dataiku**
$$$$$

Average Discount

**Databricks**
14%4% more

**Dataiku**
10%

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Time to Implement

**Databricks** 6 months
Based on 100 responses

**Dataiku** 6 months
Based on 100 responses

Return on Investment

**Databricks** 6 months
Based on 100 responses

**Dataiku** 6 months
Based on 100 responses

 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

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

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**Pros & Cons**
from reviews

**Databricks**

Features (288)

Ease of Use (278)

Learning Curve (112)

Expensive (97)

**Dataiku**

Ease of Use (82)

Features (82)

Learning Curve (45)

Steep Learning Curve (26)

Integrations

**Databricks**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f6ee5c9dddbf5c28b136829c8782ed1b/slack.png "Product Avatar Image")

Slack

](https://www.g2.com/products/slack/reviews)[
View all
](https://www.g2.com/products/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)

Screenshots

**Databricks**
 ![Databricks screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1231334/automated-etl-processing-img.png)

**Dataiku**
No screenshot available

**Ratings**
from reviews

Meets Requirements

**Databricks**

**8.9** /10

Based on 680 responses

**Dataiku**

**8.7** /10

Based on 200 responses

Ease of Use

**Databricks**

**8.8** /10

Based on 1,066 responses

**Dataiku**

**8.6** /10

Based on 235 responses

Ease of Setup

**Databricks**

**8.4** /10

Based on 914 responses

**Dataiku**

**8.1** /10

Based on 161 responses

Ease of Admin

**Databricks**

**8.4** /10

Based on 200 responses

**Dataiku**

**7.9** /10

Based on 66 responses

Quality of Support

**Databricks**

**8.7** /10

Based on 663 responses

**Dataiku**

**8.5** /10

Based on 215 responses

Has the product been a good partner in doing business?

**Databricks**

**8.9** /10

Based on 203 responses

**Dataiku**

**8.6** /10

Based on 65 responses

Product Direction (% positive)

**Databricks**

**9.6** /10

Based on 671 responses

**Dataiku**

**9.0** /10

Based on 190 responses

**Features**
ratings from reviews

Analytics Platforms

**9.2** /10

Based on 404 responses

**8.1** /10

Based on 109 responses

MLOps Platforms

**9.0** /10

Based on 99 responses

**8.5** /10

Based on 18 responses

Data Science and Machine Learning Platforms

**8.7** /10

Based on 244 responses

**8.2** /10

Based on 96 responses

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Generative AI Infrastructure

**9.5** /10

Based on 31 responses

**7.4** /10

Based on 41 responses

AI Agent Builders

**10.0** /10

Based on 22 responses

**8.7** /10

Based on 19 responses

Big Data Analytics

**8.9** /10

Based on 286 responses

**8.7** /10

Based on 51 responses

Big Data

**8.7** /10

Based on 367 responses

**8.7** /10

Based on 98 responses

Business Intelligence

**8.9** /10

Based on 399 responses

Not enough data

Data Visualization

**9.5** /10

Based on 44 responses

Not enough data

Data Governance

**8.8** /10

Based on 144 responses

Not enough data

ETL Tools

**9.0** /10

Based on 220 responses

Not enough data

Data Warehouse

**8.9** /10

Based on 242 responses

Not enough data

AI Agents For Business Operations

Not enough data

**9.0** /10

Based on 21 responses

DataOps Platforms

**9.1** /10

Based on 102 responses

Not enough data

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 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 Processing and Distribution

**9.0** /10

Based on 542 responses

Not enough data

User Insights

**Reviewers' Company Size**

Small-Business(50 or fewer emp.)
15.3%

Mid-Market(51-1000 emp.)
37.7%

Enterprise(\> 1000 emp.)
47.0%

Small-Business(50 or fewer emp.)
15.3%

Mid-Market(51-1000 emp.)
37.7%

Enterprise(\> 1000 emp.)
47.0%

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**

[![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")](https://www.g2.com/products/databricks/reviews)
Databricks

Information Technology and Services
13.5%

Financial Services
11.9%

Computer Software
7.7%

Consulting
4.8%

Manufacturing
4.7%

Other
57.4%

[![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

**Databricks Alternatives**

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

[
Cloudera
](/products/cloudera/reviews)

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

[
Snowflake
](/products/snowflake/reviews)

 ![Teradata Autonomous Knowledge Platform](https://images.g2crowd.com/uploads/product/hd_favicon/18effe7340087cf76270e479644d3e42/teradata-autonomous-knowledge-platform.svg "Teradata Autonomous Knowledge Platform")

[
Teradata Autonomous Knowledge Platform
](/products/teradata-autonomous-knowledge-platform/reviews)

 ![Qubole](https://images.g2crowd.com/uploads/product/hd_favicon/1542306394/qubole.svg "Qubole")

[
Qubole
](/products/qubole/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)

## Databricks vs Dataiku FAQs

Generated using AI

Last updated: August 15, 2026

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

Databricks stands out for its higher reviewer satisfaction scores and broader adoption, while Dataiku is praised for its collaborative, visual, and low-code approach.

| [Dataiku](https://www.g2.com/products/dataiku/reviews) | [Databricks](https://www.g2.com/products/databricks/reviews) |
| --- | --- |
| 4.4/5 (224 reviews) | 4.6/5 (1366 reviews) |
| Enterprise | Enterprise |
| 8.1 | 8.4 |
| 8.5 | 8.8 |
| Collaboration and visual, low-code workflows | Unified data and AI platform with strong governance and scalability |

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

Databricks is rated higher for price satisfaction, indicating reviewers see it as the stronger value compared to Dataiku.

- **Dataiku:** Reviewers note that Dataiku's fixed license pricing is competitive for teams but can be expensive and enterprise-focused, making it less accessible for small organizations.
- **Databricks:** Reviewers appreciate Databricks' pay-for-what-you-use model, highlighting cost efficiency with serverless compute and auto-scaling, but caution that costs can rise quickly if not monitored.
- **Switching reasons:** Several reviewers mention moving from Alteryx to Dataiku for improved automation and collaboration, while Databricks is chosen for unified data management and scalable compute.

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

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

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Dataiku](https://www.g2.com/products/dataiku/reviews) | 4.4/5 (224) | Enterprise | Competitive for teams, but expensive for small orgs | Collaboration and visual, low-code workflows |
| [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366) | Enterprise | Pay-for-what-you-use, cost efficiency with serverless compute | Unified data and AI platform with strong governance and scalability |
| [Cloudera](https://www.g2.com/products/cloudera/reviews) | 4.1/5 (136) | Enterprise | — | Enterprise data management and analytics |
| [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) | 4.3/5 (744) | Small-Business | — | Agentic AI and automation capabilities |
| [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894) | Enterprise | — | Advanced analytics and automation |

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

Buyers should prioritize collaboration, integration capabilities, ease of use, scalability, and governance when comparing Dataiku and Databricks.

- **Collaboration:** Dataiku has 40 all-time mentions for collaboration, while Databricks is praised for collaborative notebooks and real-time teamwork.
- **Integration capabilities:** Dataiku is cited in 43 reviews for easy integrations, including Python and Snowflake; Databricks is frequently mentioned for Git, Tableau, and GitHub integrations.
- **Ease of use:** Dataiku scores 8.7 and Databricks 8.8 on Ease of Use, both highly rated by reviewers.
- **Scalability:** Dataiku has 34 all-time mentions for scalability; Databricks is consistently highlighted for handling large data volumes and scalable compute.
- **Governance:** Databricks is repeatedly cited for strong governance features like Unity Catalog, while Dataiku is noted for governance and version control in collaborative workflows.

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

Databricks' headline strength is its unified data and AI platform with strong governance and scalability, while Dataiku excels in collaboration and visual, low-code workflows.

- **Dataiku strengths:** Features (80 all-time mentions), ease of use (79), usability (45), easy integrations (43), productivity improvement (41), collaboration (40), data visualization (38), time-saving (38), AI capabilities (37), machine learning (37), intuitive interface (32), automation (31).
- **Dataiku trade-offs:** Learning curve (43 all-time mentions), complexity for large projects, performance slowdowns with large datasets, higher cost for small organizations.
- **Databricks strengths:** Unified data and AI platform, strong governance (Unity Catalog), scalability, collaborative notebooks, pay-for-what-you-use pricing, broad integration support, high processing power, and real-time collaboration.
- **Databricks trade-offs:** Steep learning curve for new users, cost management challenges if compute is not monitored, technical interface, and occasional onboarding complexity.

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

Gemini Enterprise Agent Platform is the top-ranked alternative with a small-business focus, while both Dataiku and Databricks are primarily enterprise-oriented.

- **Dataiku:** Largest segment is Enterprise; reviewers note the platform is feature-rich but can be expensive and complex for small businesses.
- **Databricks:** Largest segment is Enterprise; reviewers highlight scalability and governance, but mention a steep learning curve and cost management as challenges for smaller teams.

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

Databricks is favored for integrations, with more frequent reviewer mentions and broader third-party tool support.

- **Dataiku:** Integrates with Python (29 all-time mentions), Snowflake, and Databricks, with 43 reviews citing easy integrations.
- **Databricks:** Integrates with Git (30 all-time mentions), Tableau (10), and GitHub (7), with reviewers highlighting its broad integration ecosystem.

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

Databricks leads on Quality of Support with a 0.3-point advantage over Dataiku (8.8 vs 8.5).

- **Dataiku:** Reviewers describe support as responsive and helpful, with fast email responses and solid attention, though some note documentation could be improved.
- **Databricks:** Reviewers consistently praise support and onboarding, citing smooth integration, comprehensive documentation, and a strong knowledge base.

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

Databricks scores higher on Ease of Setup (8.4 vs 8.1), with reviewers describing a smoother implementation experience.

- **Dataiku:** Reviewers find setup straightforward, especially for web/cloud deployments, but note a learning curve for non-technical users and some complexity with large projects.
- **Databricks:** Reviewers highlight easy initial setup, quick onboarding, and minimal configuration, with positive feedback on transitioning teams and integrating with existing systems.

### Which product has better Collaboration?

Collaboration is a standout feature for both Dataiku and Databricks, with Dataiku having 40 all-time mentions and Databricks praised for collaborative notebooks and real-time teamwork.

- **Dataiku:** Collaboration (40 all-time mentions), strong version control, project sharing, and hybrid visual/code workflows support teamwork across technical and business users.
- **Databricks:** Reviewers highlight collaborative notebooks, real-time editing, and centralized workspaces as key collaboration strengths, with high satisfaction on Ease of Use (8.8) and Meets Requirements (9.0).