Compare Databricks and Dataiku 
At a Glance
Market Segments
Enterprise (45.4% of reviews)
Enterprise (61.7% of reviews)
Entry-Level Pricing
No pricing available
Free 3 Users
Databricks
Star Rating
(710)4.6 out of 5
Market Segments
Enterprise (45.4% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about DatabricksDataiku
Star Rating
(189)4.4 out of 5
Market Segments
Enterprise (61.7% of reviews)
Pros & Cons
Entry-Level Pricing
Free 3 Users
Free Trial is available
Browse all 3 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that Databricks Data Intelligence Platform excels in overall user satisfaction, boasting a significantly higher G2 Score compared to Dataiku. Users appreciate its ability to scale large language models and manage data across multiple cloud environments seamlessly.
- Users say that Dataiku offers a very intuitive graphical user interface, which simplifies the management of code and datasets. This feature is particularly praised for making the platform easy to use, allowing for quick prototyping and MVP development.
- Reviewers mention that Databricks provides a robust interactive notebook experience that supports both SQL and Python, making it easier for users to visualize data in one place. This integration is highlighted as a key advantage for teams working with diverse data sets.
- According to verified reviews, Dataiku's ease of use is a strong point, with many users finding it soothing to navigate due to its visual alignment of paths and threads. However, some users have noted that it can struggle to meet specific workflow needs, indicating potential configuration challenges.
- G2 reviewers highlight that Databricks' autoscaling feature is effective in optimizing cloud resource costs, which is a significant benefit for organizations looking to manage expenses while scaling their operations. This feature has been particularly well-received by first-time users of autoscaling.
- Users report that while Dataiku has a solid support system, Databricks tends to provide more timely assistance, with users noting that support responses are generally prompt and helpful, enhancing the overall user experience.
Pricing
Entry-Level Pricing
Databricks
No pricing availableDataiku
Install Dataiku on Your Infrastructure
Free
3 Users
Download Free Edition on Mac, Linux, or virtual machine | Collaborate with up to 3 users | Prepare data and build basic data projects and apps (no deployment, automation, governance)
- Visual Data Prep & AutoML
- Full Code (Python, R) Data Prep & ML
- The LLM Mesh
Free Trial
Databricks
Free Trial is available
Dataiku
Free Trial is available
Ratings
Meets Requirements
8.9
562
8.7
171
Ease of Use
8.9
573
8.8
170
Ease of Setup
8.7
446
8.1
132
Ease of Admin
8.3
180
8.0
61
Quality of Support
8.7
537
8.6
156
Has the product been a good partner in doing business?
8.9
184
8.6
61
Product Direction (% positive)
9.6
550
9.0
167
Features by Category
Reports
8.2
11
7.8
76
7.4
9
7.7
75
8.3
11
7.5
76
8.0
9
7.5
74
8.9
14
7.6
76
Data Preparation
8.9
6
8.7
65
8.8
7
8.2
63
Data Modeling and Blending
9.0
8
8.6
62
8.8
7
8.6
62
8.8
8
8.7
62
Generative AI
9.1
9
7.9
50
9.2
6
8.0
50
Agentic AI - Analytics Platforms
9.3
7
Not enough data
8.7
5
Not enough data
8.3
6
Not enough data
8.3
6
Not enough data
8.3
7
Not enough data
9.7
6
Not enough data
9.3
5
Not enough data
Self Service
7.7
10
8.2
75
7.7
10
8.6
74
8.5
11
8.4
74
8.1
12
7.9
74
8.2
11
8.7
74
7.9
8
8.1
74
Deployment & Integration - Analytics Platforms
8.1
7
Not enough data
9.2
8
Not enough data
8.6
6
Not enough data
9.2
6
Not enough data
Advanced Analytics
8.2
10
8.4
74
8.2
11
7.8
75
9.0
12
8.0
74
Performance & Scalability - Analytics Platforms
8.8
7
Not enough data
Not enough data
Not enough data
Advanced Analytics & Modeling - Analytics Platforms
9.0
8
Not enough data
8.5
8
Not enough data
8.6
6
Not enough data
Agentic AI Capabilities - Analytics Platforms
8.6
7
Not enough data
8.8
7
Not enough data
8.9
6
Not enough data
8.6
7
Not enough data
Personalized Intelligence - Analytics Platforms
9.2
6
Not enough data
7.9
8
Not enough data
8.3
7
Not enough data
Building Reports
9.0
146
8.5
91
8.6
141
8.6
88
7.6
122
7.7
85
8.4
143
8.1
89
Administration
8.8
99
Not enough data
8.6
93
Not enough data
9.0
94
Not enough data
8.7
97
Not enough data
Management
8.4
87
Not enough data
8.6
86
Not enough data
8.6
87
Not enough data
8.5
87
Not enough data
8.8
86
Not enough data
Compliance
8.8
98
Not enough data
8.7
92
Not enough data
8.9
94
Not enough data
8.7
94
Not enough data
Security
9.0
86
Not enough data
8.9
85
Not enough data
8.8
86
Not enough data
Data Quality
9.0
94
Not enough data
8.7
93
Not enough data
9.0
93
Not enough data
Maintainence
8.7
85
Not enough data
8.8
83
Not enough data
Generative AI
8.4
82
Not enough data
8.5
81
Not enough data
Agentic AI - Data Governance
8.5
10
Not enough data
8.8
11
Not enough data
9.0
14
Not enough data
8.5
12
Not enough data
9.0
12
Not enough data
9.0
13
Not enough data
Management
8.6
171
Not enough data
8.5
164
Not enough data
Functionality
9.1
172
Not enough data
9.2
174
Not enough data
9.1
172
Not enough data
9.0
167
Not enough data
9.1
167
Not enough data
Deployment
8.9
64
8.1
15
8.9
64
8.7
15
8.9
66
8.6
15
8.9
66
8.9
15
9.0
67
9.0
15
Deployment
8.9
61
7.8
12
8.8
62
8.5
13
8.6
66
8.5
13
8.9
65
8.8
13
9.0
66
8.8
13
Management
9.0
63
7.6
13
8.8
65
8.5
13
9.2
61
8.3
13
8.9
68
7.8
13
Operations
8.7
62
8.5
13
8.8
61
8.3
13
9.0
62
8.8
13
Management
8.8
60
7.5
12
8.7
61
8.5
13
9.1
59
7.9
13
Generative AI
8.3
28
8.3
6
8.3
28
8.3
6
System
8.9
180
8.6
75
Model Development
8.8
182
8.4
78
7.9
187
8.8
77
8.3
185
8.6
78
8.7
189
8.5
77
Model Development
8.5
172
8.5
77
Machine/Deep Learning Services
8.2
174
8.0
74
8.5
180
8.1
74
8.3
172
7.9
73
8.2
172
7.9
72
Machine/Deep Learning Services
8.4
158
7.7
68
8.4
160
7.9
69
Deployment
8.5
178
8.1
74
8.7
180
8.2
77
9.0
187
8.3
76
Generative AI
8.2
86
8.1
60
8.4
87
8.0
60
7.6
86
7.7
59
Agentic AI - Data Science and Machine Learning Platforms
9.2
8
Not enough data
8.3
7
Not enough data
8.1
8
Not enough data
8.6
7
Not enough data
9.2
10
Not enough data
9.2
6
Not enough data
9.3
7
Not enough data
Data Management
9.0
185
|
Verified
Not enough data
8.9
180
|
Verified
Not enough data
8.9
179
|
Verified
Not enough data
8.8
180
|
Verified
Not enough data
8.7
167
|
Verified
Not enough data
9.1
171
|
Verified
Not enough data
Integration
8.8
168
|
Verified
Not enough data
8.8
166
|
Verified
Not enough data
9.1
174
|
Verified
Not enough data
Deployment
7.9
156
|
Verified
Not enough data
9.1
178
|
Verified
Not enough data
Performance
9.1
177
|
Verified
Not enough data
Security
8.8
168
|
Verified
Not enough data
8.9
168
|
Verified
Not enough data
Generative AI
8.5
76
Not enough data
8.4
75
Not enough data
Responses
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Automation - AI Agents
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Platform
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Autonomy - AI Agents
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Management
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Maintenance
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Security
Not enough data
Not enough data
Not enough data
Not enough data
Data Management
9.0
67
Not enough data
8.7
68
Not enough data
8.8
67
Not enough data
9.1
67
Not enough data
Agentic AI - DataOps Platforms
9.0
8
Not enough data
8.6
6
Not enough data
8.8
8
Not enough data
8.8
7
Not enough data
9.3
7
Not enough data
Analytics
8.8
66
Not enough data
8.5
66
Not enough data
Monitoring and Management
8.6
66
Not enough data
8.6
67
Not enough data
Cloud Deployment
9.1
62
Not enough data
9.0
63
Not enough data
Generative AI
8.9
35
Not enough data
8.9
35
Not enough data
Scalability and Performance - Generative AI Infrastructure
Not enough data
8.1
18
Not enough data
7.6
19
Not enough data
7.5
16
Cost and Efficiency - Generative AI Infrastructure
Not enough data
7.0
17
Not enough data
7.3
10
Not enough data
8.1
9
Integration and Extensibility - Generative AI Infrastructure
Not enough data
7.5
17
Not enough data
7.7
18
Not enough data
7.5
17
Security and Compliance - Generative AI Infrastructure
Not enough data
7.3
16
Not enough data
7.4
16
Not enough data
7.7
16
Usability and Support - Generative AI Infrastructure
Not enough data
7.3
17
Not enough data
7.1
16
Integration - Machine Learning
Not enough data
8.7
26
Learning - Machine Learning
Not enough data
8.3
27
Not enough data
7.9
28
Not enough data
8.0
28
Large Language Model Operationalization (LLMOps)Hide 15 FeaturesShow 15 Features
Not enough data
7.5
11
Prompt Engineering - Large Language Model Operationalization (LLMOps)
Not enough data
8.3
11
Not enough data
7.9
11
Inference Optimization - Large Language Model Operationalization (LLMOps)
Not enough data
7.1
11
Model Garden - Large Language Model Operationalization (LLMOps)
Not enough data
7.7
11
Custom Training - Large Language Model Operationalization (LLMOps)
Not enough data
7.6
11
Application Development - Large Language Model Operationalization (LLMOps)
Not enough data
7.9
11
Model Deployment - Large Language Model Operationalization (LLMOps)
Not enough data
8.5
11
Not enough data
7.7
11
Guardrails - Large Language Model Operationalization (LLMOps)
Not enough data
6.8
11
Not enough data
6.7
11
Model Monitoring - Large Language Model Operationalization (LLMOps)
Not enough data
7.3
11
Not enough data
7.4
11
Security - Large Language Model Operationalization (LLMOps)
Not enough data
7.6
11
Not enough data
7.4
11
Gateways & Routers - Large Language Model Operationalization (LLMOps)
Not enough data
7.1
11
Customization - AI Agent Builders
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Functionality - AI Agent Builders
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data and Analytics - AI Agent Builders
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Integration - AI Agent Builders
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - AWS Marketplace
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Workflow Design & Integration - AI Orchestration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Performance Optimization & Analytics - AI Orchestration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Governance & Compliance Controls - AI Orchestration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Ingestion & Preparation - Low-Code Machine Learning Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Model Construction & Automation - Low-Code Machine Learning Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Traffic Management & Performance - AI Gateways
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Governance & Observability - AI Gateways
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Statistical Tool
Not enough data
8.2
35
Not enough data
8.5
35
Not enough data
8.0
35
Data Analysis
Not enough data
8.5
37
Not enough data
8.8
37
Decision Making
Not enough data
8.6
35
Not enough data
7.9
36
Not enough data
7.8
35
Not enough data
8.6
36
Generative AI
Not enough data
8.6
20
Not enough data
8.3
20
Database
8.7
235
Not enough data
8.9
242
Not enough data
9.3
255
Not enough data
Integrations
8.3
219
Not enough data
9.2
254
Not enough data
Platform
9.0
244
Not enough data
8.8
244
Not enough data
9.2
254
Not enough data
Processing
9.0
240
Not enough data
9.0
239
Not enough data
Data Transformation
8.8
226
8.5
44
9.1
232
9.2
39
Connectivity
8.7
206
8.2
38
9.2
230
8.3
40
9.0
220
8.7
41
9.2
230
8.9
44
Operations
8.4
227
8.1
42
8.8
224
9.1
41
8.6
212
8.7
40
8.6
209
8.6
40
9.3
229
8.9
35
Agentic AI - AI Agents
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Building Reports
9.0
146
8.5
91
8.6
141
8.6
88
7.6
122
7.7
85
8.4
143
8.1
89
Platform
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Databricks and Dataiku are categorized as MLOps Platforms, Big Data Analytics, Data Science and Machine Learning Platforms, Analytics Platforms, and Generative AI Infrastructure
Unique Categories
Databricks is categorized as DataOps Platforms, Data Governance, ETL Tools, Big Data Processing and Distribution, Data Warehouse, Database Management Systems (DBMS), AI Agent Builders, and AI Gateways
Reviews
Reviewers' Company Size
Databricks
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Dataiku
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Information Technology and Services
15.2%
Financial Services
10.7%
Computer Software
8.6%
Consulting
3.8%
Hospital & Health Care
3.8%
Other
58.0%
Financial Services
14.9%
Pharmaceuticals
7.4%
Retail
5.7%
Manufacturing
5.1%
Consulting
5.1%
Other
61.7%
Alternatives
Discussions
What is Lakehouse in Databricks?
4 Comments
BR
Lakehouse is a new and open data management architecture solution that combines the best features of the data lake and warehouse.Read more
What are the features of Databricks?
4 Comments
SA
It supports large amount of data with capability to write code in SQL, Spark, Python and R.
In the backend, it stored the data in the parquet file which...Read more
What is Databricks unified analytics platform?
3 Comments
CA
Databricks' Unified Data Analytics Platform helps organizations accelerate innovation by unifying data science with engineering and business. With Databricks...Read more
Can I securely work on my sensitive data?
2 Comments
PB
Hi,
DSS is on-premise software but we also provide a Amazon image and Docker if desired. You can try DSS on your own computer for free by downloading the...Read more
What data visualization and reporting methods do you support?
2 Comments
Official Response from Dataiku
Dataiku supports a number of tools for engaging stakeholders and team members, including:
- 25 types of interactive charts
- Dashboards that allow you...Read more
Can I test Data Science Studio ?
1 Comment
PB
Hi,
First of all, thanks for your interest. You can try DSS out for free on Dataiku's website (www.dataiku.com/try). You can download the Community Edition...Read more
Hunting for software insights?
With over 3 million reviews, we can provide the specific details that help you make an informed software buying decision for your business. Finding the right product is important, let us help.
