Compare Dataiku and Zoho Analytics 
Featured Products
At a Glance
Market Segments
Enterprise (62.1% of reviews)
Small-Business (50.9% of reviews)
Entry-Level Pricing
Free 3 Users
$0.00 Per Month
Dataiku
Star Rating
(196)4.4 out of 5
Market Segments
Enterprise (62.1% of reviews)
Pros & Cons
Entry-Level Pricing
Free 3 Users
Free Trial is available
Browse all 3 pricing plansZoho Analytics
Star Rating
(284)4.2 out of 5
Market Segments
Small-Business (50.9% of reviews)
Pros & Cons
Entry-Level Pricing
$0.00 Per Month
Browse all 5 pricing plansDataiku vs Zoho Analytics
When assessing the two solutions, reviewers found Dataiku easier to use and do business with overall. However, reviewers preferred the ease of administration with Zoho Analytics. Reviewers determined that both products are equally easy to set up.
- Reviewers felt that Dataiku meets the needs of their business better than Zoho Analytics.
- When comparing quality of ongoing product support, reviewers felt that Dataiku is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Dataiku over Zoho Analytics.
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
Zoho Analytics
Free
$0.00
Per Month
0.1 million rows, 2 users.
- 5 Workspaces
- Unlimited reports and dashboards
- 3 scheduled imports
Free Trial
Dataiku
Free Trial is available
Zoho Analytics
Free Trial is available
Ratings
Meets Requirements
8.7
175
8.3
249
Ease of Use
8.7
174
8.0
254
Ease of Setup
8.1
135
8.1
154
Ease of Admin
8.0
61
8.2
137
Quality of Support
8.5
159
8.1
228
Has the product been a good partner in doing business?
8.6
61
8.5
131
Product Direction (% positive)
9.1
172
8.7
250
Features by Category
Reports
7.8
76
8.1
181
|
Verified
7.7
75
8.0
163
|
Verified
7.5
76
8.5
176
|
Verified
7.5
74
8.1
113
7.6
76
8.3
176
|
Verified
Self Service
8.2
76
8.3
165
|
Verified
8.6
75
8.4
169
|
Verified
8.4
75
8.0
154
|
Verified
7.9
74
8.0
153
|
Verified
8.7
74
7.8
144
|
Verified
8.1
74
7.6
119
|
Verified
Advanced Analytics
8.4
74
8.4
89
7.8
76
8.5
161
8.0
74
7.8
130
Building Reports
8.5
92
8.0
133
|
Verified
8.6
89
8.0
125
|
Verified
7.7
85
8.1
120
|
Verified
8.1
89
8.2
112
|
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
181
|
Verified
7.7
75
8.0
163
|
Verified
7.5
76
8.5
176
|
Verified
7.5
74
8.1
113
7.6
76
8.3
176
|
Verified
Reports
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
Visualization
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 Updates
Not enough data
Not enough data
Not enough data
Not enough data
Collaboration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Updates
Not enough data
Not enough data
Not enough data
6.7
5
Not enough data
Not enough data
Reports
7.8
76
8.1
181
|
Verified
7.7
75
8.0
163
|
Verified
7.5
76
8.5
176
|
Verified
7.5
74
8.1
113
7.6
76
8.3
176
|
Verified
Data Preparation
8.7
65
8.2
82
8.2
63
Feature Not Available
Data Modeling and Blending
8.6
62
8.3
81
8.6
62
8.5
87
8.7
62
8.4
81
Generative AI
7.9
51
7.9
13
8.0
50
8.1
13
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
76
8.3
165
|
Verified
8.6
75
8.4
169
|
Verified
8.4
75
8.0
154
|
Verified
7.9
74
8.0
153
|
Verified
8.7
74
7.8
144
|
Verified
8.1
74
7.6
119
|
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
8.8
7
Advanced Analytics
8.4
74
8.4
89
7.8
76
8.5
161
8.0
74
7.8
130
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
92
8.0
133
|
Verified
8.6
89
8.0
125
|
Verified
7.7
85
8.1
120
|
Verified
8.1
89
8.2
112
|
Verified
Reports
7.8
76
8.1
181
|
Verified
7.7
75
8.0
163
|
Verified
7.5
76
8.5
176
|
Verified
7.5
74
8.1
113
7.6
76
8.3
176
|
Verified
Self Service
8.2
76
8.3
165
|
Verified
8.6
75
8.4
169
|
Verified
8.4
75
8.0
154
|
Verified
7.9
74
8.0
153
|
Verified
8.7
74
7.8
144
|
Verified
8.1
74
7.6
119
|
Verified
Building Reports
8.5
92
8.0
133
|
Verified
8.6
89
8.0
125
|
Verified
7.7
85
8.1
120
|
Verified
8.1
89
8.2
112
|
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
78
Not enough data
8.6
78
Not enough data
8.5
77
Not enough data
Model Development
8.5
78
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
8.0
70
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
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
Scalability and Performance - Generative AI Infrastructure
7.9
17
Not enough data
7.5
18
Not enough data
7.3
15
Not enough data
Cost and Efficiency - Generative AI Infrastructure
6.8
16
Not enough data
7.3
8
Not enough data
7.9
8
Not enough data
Integration and Extensibility - Generative AI Infrastructure
7.3
16
Not enough data
7.5
17
Not enough data
7.2
15
Not enough data
Security and Compliance - Generative AI Infrastructure
7.1
15
Not enough data
7.2
15
Not enough data
7.6
15
Not enough data
Usability and Support - Generative AI Infrastructure
7.0
17
Not enough data
6.9
15
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
Agentic AI - Sales Analytics
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 Sourcing
Not enough data
8.4
54
Not enough data
8.5
57
Not enough data
8.4
49
Not enough data
8.6
56
Not enough data
8.4
52
Predictive Analytics
Not enough data
7.8
48
Not enough data
7.8
46
Not enough data
7.8
47
Not enough data
7.9
47
Sales Management
Not enough data
8.0
47
Not enough data
Feature Not Available
Not enough data
8.3
53
Not enough data
8.5
55
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
Not enough data
8.5
35
Not enough data
8.0
35
Not enough data
Data Analysis
8.5
37
Not enough data
8.8
37
Not enough data
Decision Making
8.6
35
Not enough data
7.9
36
Not enough data
7.8
35
Not enough data
8.6
36
Not enough data
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
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
8.5
92
8.0
133
|
Verified
8.6
89
8.0
125
|
Verified
7.7
85
8.1
120
|
Verified
8.1
89
8.2
112
|
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 Zoho Analytics are categorized as Analytics Platforms and Predictive Analytics
Unique Categories
Dataiku is categorized as Low-Code Machine Learning Platforms, AI Orchestration, Large Language Model Operationalization (LLMOps), Generative AI Infrastructure, AWS Marketplace, MLOps Platforms, Big Data Analytics, Data Science and Machine Learning Platforms, Machine Learning, and AI Agents For Business Operations
Zoho Analytics is categorized as Embedded Business Intelligence, Sales Analytics, and Data Visualization
Reviews
Reviewers' Company Size
Dataiku
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Zoho 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
15.0%
Pharmaceuticals
7.8%
Manufacturing
5.6%
Retail
5.6%
Consulting
5.0%
Other
61.1%
Information Technology and Services
14.0%
Computer Software
8.6%
Financial Services
6.1%
Marketing and Advertising
5.7%
Management Consulting
4.3%
Other
61.3%
Alternatives
Discussions
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 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 machine learning algorithms do you support?
1 Comment
Official Response from Dataiku
Dataiku leverages machine learning libraries from scikit-learn, Spark MLlib, H2O and Vertica for guided ML analyses that give you instant visual &...Read more
What is Zoho Analytics used for?
1 Comment
AP
Zoho Analytics is used for data analysis. It helps organizations collect, process and informed decision-making.
With features like interactive reporting ,...Read more
What is the use of Zoho?
1 Comment
SS
Zoho is a cloud-based software company that provides a suite of business and productivity applications.Read more
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