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At a Glance
Market Segments
Enterprise (62.6% of reviews)
Enterprise (59.1% of reviews)
Entry-Level Pricing
Free 3 Users
Starting at $10.00 1 User Per Month
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 plansIBM Cognos Analytics
Star Rating
(450)4.1 out of 5
Market Segments
Enterprise (59.1% of reviews)
Pros & Cons
Entry-Level Pricing
Starting at $10.00 1 User Per Month
Free Trial is available
Browse all 3 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Dataiku excels in ease of use with a score of 8.8 compared to IBM Cognos Analytics at 7.5. Reviewers mention that Dataiku's intuitive interface and user-friendly design make it easier for non-technical users to navigate and utilize its features effectively.
- Reviewers mention that Dataiku offers superior quality of support, scoring 8.6 against IBM Cognos Analytics' 7.4. Users on G2 highlight the responsiveness and helpfulness of Dataiku's support team, which enhances the overall user experience.
- Users say that Dataiku's connectors score 8.7, outperforming IBM Cognos Analytics' 8.2. Reviewers appreciate the wide range of integrations available in Dataiku, allowing seamless connectivity with various data sources and tools.
- G2 users report that Dataiku shines in collaboration and workflow features, scoring 8.7 compared to IBM Cognos Analytics' 7.5. Reviewers mention that Dataiku facilitates better teamwork through its collaborative environment, making it easier for teams to work together on data projects.
- Reviewers mention that Dataiku's predictive analytics capabilities score 8.4, while IBM Cognos Analytics scores 7.8. Users report that Dataiku's advanced modeling features and built-in machine learning tools provide more robust predictive insights.
- Users on G2 highlight that Dataiku's data transformation capabilities score 8.5, surpassing IBM Cognos Analytics' 8.2. Reviewers say that Dataiku's tools for data preparation and transformation are more versatile, allowing for more complex data manipulations with ease.
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
IBM Cognos Analytics
Cognos® Analytics On Demand - Standard
Starting at $10.00
1 User Per Month
Upload and model data, combine data sets, create dashboards and stories, and view report outputs.
- https://www.ibm.com/marketplace/purchase/configuration/en/us/checkout?editionID=EID2RPAX
- Dashboards, storytelling and collaboration
- Cognos mobile
Free Trial
Dataiku
Free Trial is available
IBM Cognos Analytics
Free Trial is available
Ratings
Meets Requirements
8.7
167
8.2
312
Ease of Use
8.7
166
7.5
335
Ease of Setup
8.1
128
7.1
194
Ease of Admin
8.0
60
7.0
143
Quality of Support
8.5
152
7.5
280
Has the product been a good partner in doing business?
8.6
60
7.8
139
Product Direction (% positive)
9.0
163
7.9
295
Features by Category
Reports
7.8
76
8.1
204
|
Verified
7.7
75
7.6
163
|
Verified
7.5
76
8.1
193
|
Verified
7.5
74
7.7
144
|
Verified
7.6
76
7.9
187
|
Verified
Self Service
8.2
75
8.1
176
|
Verified
8.6
74
8.5
193
|
Verified
8.4
74
8.0
177
|
Verified
7.9
74
7.7
164
|
Verified
8.7
74
7.5
159
|
Verified
8.1
74
7.3
126
|
Verified
Advanced Analytics
8.4
74
7.8
130
|
Verified
7.8
75
8.1
166
|
Verified
8.0
74
8.0
118
|
Verified
Building Reports
8.5
91
8.2
122
|
Verified
8.6
88
8.1
120
|
Verified
7.7
85
7.9
106
|
Verified
8.1
89
7.5
91
|
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
8.1
204
|
Verified
7.7
75
7.6
163
|
Verified
7.5
76
8.1
193
|
Verified
7.5
74
7.7
144
|
Verified
7.6
76
7.9
187
|
Verified
Data Preparation
8.7
65
8.3
72
|
Verified
8.2
63
8.3
72
|
Verified
Data Modeling and Blending
8.6
62
8.4
77
|
Verified
8.6
62
8.5
77
|
Verified
8.7
62
8.2
73
|
Verified
Generative AI
7.9
50
7.3
36
8.0
50
7.5
37
Agentic AI - Analytics Platforms
Not enough data
7.8
9
Not enough data
8.0
9
Not enough data
8.0
9
Not enough data
8.1
9
Not enough data
8.1
9
Not enough data
8.0
9
Not enough data
7.8
9
Self Service
8.2
75
8.1
176
|
Verified
8.6
74
8.5
193
|
Verified
8.4
74
8.0
177
|
Verified
7.9
74
7.7
164
|
Verified
8.7
74
7.5
159
|
Verified
8.1
74
7.3
126
|
Verified
Deployment & Integration - Analytics Platforms
Not enough data
8.6
6
Not enough data
8.1
6
Not enough data
7.8
6
Not enough data
8.1
6
Advanced Analytics
8.4
74
7.8
130
|
Verified
7.8
75
8.1
166
|
Verified
8.0
74
8.0
118
|
Verified
Performance & Scalability - Analytics Platforms
Not enough data
8.3
6
Not enough data
8.6
6
Advanced Analytics & Modeling - Analytics Platforms
Not enough data
8.6
6
Not enough data
8.9
6
Not enough data
8.6
6
Agentic AI Capabilities - Analytics Platforms
Not enough data
8.9
6
Not enough data
8.6
6
Not enough data
8.1
6
Not enough data
7.8
6
Personalized Intelligence - Analytics Platforms
Not enough data
8.1
6
Not enough data
8.3
6
Not enough data
8.6
6
Building Reports
8.5
91
8.2
122
|
Verified
8.6
88
8.1
120
|
Verified
7.7
85
7.9
106
|
Verified
8.1
89
7.5
91
|
Verified
Reports
7.8
76
8.1
204
|
Verified
7.7
75
7.6
163
|
Verified
7.5
76
8.1
193
|
Verified
7.5
74
7.7
144
|
Verified
7.6
76
7.9
187
|
Verified
Self Service
8.2
75
8.1
176
|
Verified
8.6
74
8.5
193
|
Verified
8.4
74
8.0
177
|
Verified
7.9
74
7.7
164
|
Verified
8.7
74
7.5
159
|
Verified
8.1
74
7.3
126
|
Verified
Building Reports
8.5
91
8.2
122
|
Verified
8.6
88
8.1
120
|
Verified
7.7
85
7.9
106
|
Verified
8.1
89
7.5
91
|
Verified
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
Not enough data
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
8.2
31
8.5
35
Feature Not Available
8.0
35
Feature Not Available
Data Analysis
8.5
37
8.7
33
8.8
37
8.8
33
Decision Making
8.6
35
8.7
31
7.9
36
8.5
33
7.8
35
8.4
33
8.6
36
8.3
31
Generative AI
8.6
20
7.9
17
8.3
20
8.1
17
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
8.2
122
|
Verified
8.6
88
8.1
120
|
Verified
7.7
85
7.9
106
|
Verified
8.1
89
7.5
91
|
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 IBM Cognos Analytics are categorized as Analytics Platforms and Predictive Analytics
Reviews
Reviewers' Company Size
Dataiku
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
IBM Cognos 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%
Information Technology and Services
11.3%
Insurance
8.4%
Financial Services
8.1%
Computer Software
6.5%
Banking
5.5%
Other
60.2%
Alternatives
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
Where can I find more answers on my questions?
2 Comments
MD
We're IBM Gold partners with a ton of experience implementing Cognos, and have lots of good free technical information on our blog at...Read more
I heard Cognos Analytics 11.11 was out - where can I find more information?
2 Comments
MD
As of October 2019, the latest version is 11.1.4. We just did a livestream earlier this week to review the latest updates. You can check that out here:...Read more
Have you used DMR ? Have you found it better than a relational or a powercube?
1 Comment
CM
Yes, I have used DMR. However, the performance here is not so great compared to a PowerCube. However, you don't have to worry about building cubes. I...Read more
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