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At a Glance
Market Segments
Enterprise (62.6% of reviews)
Enterprise (51.4% of reviews)
Entry-Level Pricing
Free 3 Users
Free Trial
Dataiku
Star Rating
(183)4.4 out of 5
Market Segments
Enterprise (62.6% of reviews)
Pros & Cons
Entry-Level Pricing
Free 3 Users
Free Trial is available
Browse all 3 pricing plansSpotfire Analytics
Star Rating
(363)4.2 out of 5
Market Segments
Enterprise (51.4% of reviews)
Pros & Cons
Entry-Level Pricing
Free Trial
Browse all 2 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that Dataiku excels in user experience, particularly with its graphical user interface that simplifies managing code and datasets. Users appreciate how everything is visually aligned, making the platform feel intuitive and soothing to use, which is a significant advantage for those new to AI integration.
- According to verified reviews, Spotfire Analytics stands out for its advanced data visualization capabilities. Users highlight the tool's ability to transform raw data into actionable insights, making decision-making processes faster and more accurate, which is crucial for businesses looking to leverage their data effectively.
- Users say that Dataiku's ease of use is a major selling point, especially for rapid prototyping and MVP development. The platform's plug-and-play functionality allows teams to quickly get their projects off the ground, which is a significant benefit for organizations needing to adapt swiftly to market changes.
- Reviewers mention that while Spotfire Analytics has strong reporting features, it sometimes faces challenges in matching specific workflow needs, with some users noting configuration difficulties. This can be a hurdle for teams that require a highly customized setup to fit their unique processes.
- G2 reviewers highlight that Dataiku's support quality is notably higher, with users rating it positively for responsiveness and helpfulness. This can be a critical factor for teams that rely on timely assistance to resolve issues and maintain productivity.
- According to recent user feedback, Spotfire Analytics shines in its predictive modeling capabilities, with users praising its ability to uncover hidden business insights. This feature is particularly valuable for organizations focused on leveraging analytics for strategic decision-making.
Pricing
Entry-Level Pricing
Dataiku
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
Spotfire Analytics
Spotfire Free Trial
Free Trial
Try Spotfire for yourself and visualize your data unlike ever before.
Spotfire is the most complete visual data science solution in the market. Take advantage of this data visualization free trial offer today, and see how easy it is to discover new insights from your data.
- https://buy.spotfire.com/try/
Free Trial
Dataiku
Free Trial is available
Spotfire Analytics
Free Trial is available
Ratings
Meets Requirements
8.7
167
8.6
284
Ease of Use
8.7
166
8.1
285
Ease of Setup
8.1
128
7.7
138
Ease of Admin
8.0
60
7.8
112
Quality of Support
8.5
152
7.8
249
Has the product been a good partner in doing business?
8.6
60
8.4
111
Product Direction (% positive)
9.0
163
7.9
281
Features by Category
Reports
7.8
76
8.3
192
|
Verified
7.7
75
7.9
184
|
Verified
7.5
76
8.8
209
|
Verified
7.5
74
8.1
170
|
Verified
7.6
76
8.7
199
|
Verified
Self Service
8.2
75
8.5
198
|
Verified
8.6
74
8.6
204
|
Verified
8.4
74
8.3
186
|
Verified
7.9
74
7.8
179
|
Verified
8.7
74
7.8
168
|
Verified
8.1
74
7.4
140
|
Verified
Advanced Analytics
8.4
74
8.0
156
|
Verified
7.8
75
8.9
203
|
Verified
8.0
74
8.1
156
|
Verified
Building Reports
8.5
91
8.5
113
|
Verified
8.6
88
8.2
105
|
Verified
7.7
85
8.0
84
|
Verified
8.1
89
8.0
85
|
Verified
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
Reports
7.8
76
8.3
192
|
Verified
7.7
75
7.9
184
|
Verified
7.5
76
8.8
209
|
Verified
7.5
74
8.1
170
|
Verified
7.6
76
8.7
199
|
Verified
Reports
Not enough data
8.6
6
Not enough data
8.1
6
Not enough data
7.8
6
Generative AI
Not enough data
8.3
6
Not enough data
8.1
6
Visualization
Not enough data
8.1
6
Not enough data
8.3
6
Not enough data
8.3
6
Not enough data
8.3
6
Data Updates
Not enough data
8.3
6
Not enough data
8.6
6
Collaboration
Not enough data
8.6
7
Not enough data
7.3
5
Not enough data
8.1
6
Data Updates
Not enough data
8.3
6
Not enough data
8.1
6
Not enough data
8.6
6
Reports
7.8
76
8.3
192
|
Verified
7.7
75
7.9
184
|
Verified
7.5
76
8.8
209
|
Verified
7.5
74
8.1
170
|
Verified
7.6
76
8.7
199
|
Verified
Data Preparation
8.7
65
8.4
71
|
Verified
8.2
63
7.8
65
|
Verified
Data Modeling and Blending
8.6
62
8.5
77
|
Verified
8.6
62
8.4
81
|
Verified
8.7
62
8.4
75
|
Verified
Generative AI
7.9
50
7.4
31
8.0
50
7.1
32
Agentic AI - Analytics Platforms
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
Self Service
8.2
75
8.5
198
|
Verified
8.6
74
8.6
204
|
Verified
8.4
74
8.3
186
|
Verified
7.9
74
7.8
179
|
Verified
8.7
74
7.8
168
|
Verified
8.1
74
7.4
140
|
Verified
Deployment & Integration - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Advanced Analytics
8.4
74
8.0
156
|
Verified
7.8
75
8.9
203
|
Verified
8.0
74
8.1
156
|
Verified
Performance & Scalability - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Advanced Analytics & Modeling - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI Capabilities - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Personalized Intelligence - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Building Reports
8.5
91
8.5
113
|
Verified
8.6
88
8.2
105
|
Verified
7.7
85
8.0
84
|
Verified
8.1
89
8.0
85
|
Verified
Reports
7.8
76
8.3
192
|
Verified
7.7
75
7.9
184
|
Verified
7.5
76
8.8
209
|
Verified
7.5
74
8.1
170
|
Verified
7.6
76
8.7
199
|
Verified
Self Service
8.2
75
8.5
198
|
Verified
8.6
74
8.6
204
|
Verified
8.4
74
8.3
186
|
Verified
7.9
74
7.8
179
|
Verified
8.7
74
7.8
168
|
Verified
8.1
74
7.4
140
|
Verified
Building Reports
8.5
91
8.5
113
|
Verified
8.6
88
8.2
105
|
Verified
7.7
85
8.0
84
|
Verified
8.1
89
8.0
85
|
Verified
Administration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Federation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Transformation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Administration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Capabilities
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Methodology
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
Deployment
8.1
15
Not enough data
8.7
15
Not enough data
8.6
15
Not enough data
8.9
15
Not enough data
9.0
15
Not enough data
Deployment
7.8
12
Not enough data
8.5
13
Not enough data
8.5
13
Not enough data
8.8
13
Not enough data
8.8
13
Not enough data
Management
7.6
13
Not enough data
8.5
13
Not enough data
8.3
13
Not enough data
7.8
13
Not enough data
Operations
8.5
13
Not enough data
8.3
13
Not enough data
8.8
13
Not enough data
Management
7.5
12
Not enough data
8.5
13
Not enough data
7.9
13
Not enough data
Generative AI
8.3
6
Not enough data
8.3
6
Not enough data
System
8.6
75
Not enough data
Model Development
8.4
78
Not enough data
8.8
77
Not enough data
8.6
78
Not enough data
8.5
77
Feature Not Available
Model Development
8.5
77
Not enough data
Machine/Deep Learning Services
8.0
74
Not enough data
8.1
74
Not enough data
7.9
73
Not enough data
7.9
72
Not enough data
Machine/Deep Learning Services
7.7
68
Not enough data
7.9
69
Not enough data
Deployment
8.1
74
Not enough data
8.2
77
Not enough data
8.3
76
Not enough data
Generative AI
8.1
60
Not enough data
8.0
60
Not enough data
7.7
59
Not enough data
Agentic AI - Data Science and Machine Learning Platforms
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
Scalability and Performance - Generative AI Infrastructure
7.8
16
Not enough data
7.5
16
Not enough data
7.4
14
Not enough data
Cost and Efficiency - Generative AI Infrastructure
6.9
15
Not enough data
6.9
7
Not enough data
7.6
7
Not enough data
Integration and Extensibility - Generative AI Infrastructure
7.1
15
Not enough data
7.1
14
Not enough data
7.0
14
Not enough data
Security and Compliance - Generative AI Infrastructure
7.0
14
Not enough data
7.0
14
Not enough data
7.4
14
Not enough data
Usability and Support - Generative AI Infrastructure
7.0
15
Not enough data
6.7
14
Not enough data
Integration - Machine Learning
8.7
26
Not enough data
Learning - Machine Learning
8.3
27
Not enough data
7.9
28
Not enough data
8.0
28
Not enough data
Large Language Model Operationalization (LLMOps)Hide 15 FeaturesShow 15 Features
7.5
11
Not enough data
Prompt Engineering - Large Language Model Operationalization (LLMOps)
8.3
11
Not enough data
7.9
11
Not enough data
Inference Optimization - Large Language Model Operationalization (LLMOps)
7.1
11
Not enough data
Model Garden - Large Language Model Operationalization (LLMOps)
7.7
11
Not enough data
Custom Training - Large Language Model Operationalization (LLMOps)
7.6
11
Not enough data
Application Development - Large Language Model Operationalization (LLMOps)
7.9
11
Not enough data
Model Deployment - Large Language Model Operationalization (LLMOps)
8.5
11
Not enough data
7.7
11
Not enough data
Guardrails - Large Language Model Operationalization (LLMOps)
6.8
11
Not enough data
6.7
11
Not enough data
Model Monitoring - Large Language Model Operationalization (LLMOps)
7.3
11
Not enough data
7.4
11
Not enough data
Security - Large Language Model Operationalization (LLMOps)
7.6
11
Not enough data
7.4
11
Not enough data
Gateways & Routers - Large Language Model Operationalization (LLMOps)
7.1
11
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
Statistical Tool
8.2
35
6.9
6
8.5
35
8.6
7
8.0
35
Not enough data
Data Analysis
8.5
37
8.9
9
8.8
37
8.9
9
Decision Making
8.6
35
8.3
8
7.9
36
9.0
8
7.8
35
9.5
10
8.6
36
7.9
8
Generative AI
8.6
20
Not enough data
8.3
20
Not enough data
Data Transformation
8.5
44
Not enough data
9.2
39
Not enough data
Connectivity
8.2
38
Not enough data
8.3
40
Not enough data
8.7
41
Not enough data
8.9
44
Not enough data
Operations
8.1
42
Not enough data
9.1
41
Not enough data
8.7
40
Not enough data
8.6
40
Not enough data
8.9
35
Not enough data
Building Reports
8.5
91
8.5
113
|
Verified
8.6
88
8.2
105
|
Verified
7.7
85
8.0
84
|
Verified
8.1
89
8.0
85
|
Verified
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
Dataiku and Spotfire Analytics are categorized as AWS Marketplace, Data Science and Machine Learning Platforms, Machine Learning, Analytics Platforms, and Predictive Analytics
Unique Categories
Dataiku is categorized as Large Language Model Operationalization (LLMOps), Low-Code Machine Learning Platforms, Big Data Analytics, Generative AI Infrastructure, MLOps Platforms, and AI Orchestration
Spotfire Analytics is categorized as Stream Analytics, Embedded Business Intelligence, Data Visualization, Data Virtualization, and Statistical Analysis
Reviews
Reviewers' Company Size
Dataiku
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Spotfire Analytics
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
Financial Services
15.2%
Pharmaceuticals
7.6%
Retail
5.8%
Manufacturing
5.3%
Insurance
5.3%
Other
60.8%
Oil & Energy
21.3%
Information Technology and Services
10.1%
Pharmaceuticals
5.2%
Education Management
4.6%
Financial Services
4.3%
Other
54.6%
Discussions
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
What is most like Tibco Spotfire?
1 Comment
SA
TIBCO Spotfire provides excellent visualization and reporting capability as a BI tool. It enables connections to various data sources and advanced...Read more
What's New In Tibco Spotfire?
1 Comment
Official Response from Spotfire Analytics
If you want to see the latest in Spotfire, you can check out our "What's New" page on the Spotfire community:...Read more
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