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At a Glance
Market Segments
Enterprise (62.6% of reviews)
Small-Business (50.9% of reviews)
Entry-Level Pricing
Free 3 Users
$0.00 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 plansZoho Analytics
Star Rating
(278)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 plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Zoho Analytics excels in its Graphs and Charts feature, scoring 8.5, which reviewers mention provides a wide variety of visualization options that are easy to customize. In contrast, Dataiku's score of 7.5 indicates that while it offers decent visualizations, it lacks the same level of flexibility and user-friendliness.
- Reviewers mention that Zoho Analytics has a strong Data Blending capability with a score of 8.3, allowing users to combine data from multiple sources seamlessly. Dataiku, with a score of 8.7, also performs well in this area, but users note that it can be more complex to set up compared to Zoho's more straightforward approach.
- Users on G2 highlight the Quality of Support for Dataiku, which scores 8.6, as being particularly responsive and helpful, especially for enterprise-level users. In comparison, Zoho Analytics scores 8.0, with some reviewers mentioning that while support is generally good, response times can vary.
- Reviewers say that both products perform well in Data Querying, with Zoho Analytics scoring 8.3 and Dataiku at 8.6. However, users report that Dataiku's querying capabilities are more robust, particularly for complex datasets, making it a better choice for advanced analytics needs.
- Users report that Zoho Analytics shines in Ease of Use with a score of 8.1, making it a preferred choice for small businesses. In contrast, Dataiku, scoring 8.8, is noted for its user-friendly interface but may require a steeper learning curve for those unfamiliar with data science concepts.
- G2 users mention that both platforms have strong Data Transformation features, with Zoho Analytics scoring 8.0 and Dataiku at 8.5. However, Dataiku's advanced transformation tools are highlighted as being particularly powerful for users needing to manipulate large datasets efficiently.
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
167
8.2
244
Ease of Use
8.7
166
8.0
248
Ease of Setup
8.1
128
8.1
146
Ease of Admin
8.0
60
8.2
135
Quality of Support
8.5
152
8.1
224
Has the product been a good partner in doing business?
8.6
60
8.5
129
Product Direction (% positive)
9.0
163
8.8
246
Features by Category
Reports
7.8
76
8.1
178
|
Verified
7.7
75
8.0
164
|
Verified
7.5
76
8.5
176
|
Verified
7.5
74
8.1
116
7.6
76
8.3
174
|
Verified
Self Service
8.2
75
8.3
165
|
Verified
8.6
74
8.4
170
|
Verified
8.4
74
7.9
157
|
Verified
7.9
74
8.0
156
|
Verified
8.7
74
7.8
146
|
Verified
8.1
74
7.6
122
|
Verified
Advanced Analytics
8.4
74
8.4
92
7.8
75
8.5
163
8.0
74
7.8
131
Building Reports
8.5
91
8.0
134
|
Verified
8.6
88
8.0
127
|
Verified
7.7
85
8.1
121
|
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
178
|
Verified
7.7
75
8.0
164
|
Verified
7.5
76
8.5
176
|
Verified
7.5
74
8.1
116
7.6
76
8.3
174
|
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
Not enough data
Not enough data
Not enough data
Reports
7.8
76
8.1
178
|
Verified
7.7
75
8.0
164
|
Verified
7.5
76
8.5
176
|
Verified
7.5
74
8.1
116
7.6
76
8.3
174
|
Verified
Data Preparation
8.7
65
8.2
81
8.2
63
Feature Not Available
Data Modeling and Blending
8.6
62
8.3
83
8.6
62
8.5
90
8.7
62
8.3
82
Generative AI
7.9
50
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
75
8.3
165
|
Verified
8.6
74
8.4
170
|
Verified
8.4
74
7.9
157
|
Verified
7.9
74
8.0
156
|
Verified
8.7
74
7.8
146
|
Verified
8.1
74
7.6
122
|
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
8.4
92
7.8
75
8.5
163
8.0
74
7.8
131
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
8.0
134
|
Verified
8.6
88
8.0
127
|
Verified
7.7
85
8.1
121
|
Verified
8.1
89
8.2
112
|
Verified
Reports
7.8
76
8.1
178
|
Verified
7.7
75
8.0
164
|
Verified
7.5
76
8.5
176
|
Verified
7.5
74
8.1
116
7.6
76
8.3
174
|
Verified
Self Service
8.2
75
8.3
165
|
Verified
8.6
74
8.4
170
|
Verified
8.4
74
7.9
157
|
Verified
7.9
74
8.0
156
|
Verified
8.7
74
7.8
146
|
Verified
8.1
74
7.6
122
|
Verified
Building Reports
8.5
91
8.0
134
|
Verified
8.6
88
8.0
127
|
Verified
7.7
85
8.1
121
|
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
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
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
50
Not enough data
8.5
56
Not enough data
8.3
52
Predictive Analytics
Not enough data
7.8
48
Not enough data
7.7
46
Not enough data
7.8
48
Not enough data
7.9
48
Sales Management
Not enough data
8.1
48
Not enough data
Feature Not Available
Not enough data
8.3
54
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
Building Reports
8.5
91
8.0
134
|
Verified
8.6
88
8.0
127
|
Verified
7.7
85
8.1
121
|
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
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
15.2%
Pharmaceuticals
7.6%
Retail
5.8%
Manufacturing
5.3%
Insurance
5.3%
Other
60.8%
Information Technology and Services
14.7%
Computer Software
9.2%
Financial Services
5.9%
Marketing and Advertising
5.5%
Management Consulting
4.4%
Other
60.4%
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
How much does Zoho Reports cost?
1 Comment
Official Response from Zoho Analytics
The pricing for Zoho Reports starts at $50/month (supports 5 users, 500,000 rows & unlimited reporting databases in the account). There are various plans...Read more
How secure is my data in Zoho Reports?
1 Comment
Official Response from Zoho Analytics
At Zoho, we give utmost importance to ensure our customers' data is both safe and secure. We have very stringent processes and systems in place to ensure the...Read more
What type of reports can be created in Zoho Reports?
1 Comment
Official Response from Zoho Analytics
Zoho Reports supports a wide variety of report creation options.
Charts: Allows you to create any type of chart/graph. Chart types include line,...Read more
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