What users are saying about
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Top Rated
106 Ratings
Sigma
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Top Rated
106 Ratings
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Based on 106 reviews and ratings
Zoho Analytics
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Top Rated
240 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener'>trScore algorithm: Learn more.</a>Score 8.4 out of 100
Based on 240 reviews and ratings
Feature Set Ratings
- Zoho Analytics ranks higher in 4 feature sets: BI Standard Reporting, Ad-hoc Reporting, Report Output and Scheduling, Data Discovery and Visualization
BI Standard Reporting
7.8
Sigma
78%

8.2
Zoho Analytics
82%
Zoho Analytics ranks higher in 2/3 features
Zoho Analytics ranks higher in 2/3 features
Pixel Perfect reports
7.3
73%
37 Ratings

8.0
80%
70 Ratings
Customizable dashboards
8.1
81%
63 Ratings

8.3
83%
91 Ratings
Report Formatting Templates
7.9
79%
52 Ratings

N/A
0 Ratings
Ad-hoc Reporting
7.8
Sigma
78%

7.9
Zoho Analytics
79%
Sigma Computing ranks higher in 2/4 features
Sigma Computing ranks higher in 2/4 features
Drill-down analysis
7.5
75%
61 Ratings

7.8
78%
89 Ratings
Formatting capabilities
7.5
75%
65 Ratings

7.8
78%
93 Ratings
Integration with R or other statistical packages
7.3
73%
5 Ratings

N/A
0 Ratings
Report sharing and collaboration
9.0
90%
63 Ratings

8.2
82%
94 Ratings
Report Output and Scheduling
7.1
Sigma
71%

8.5
Zoho Analytics
85%
Zoho Analytics ranks higher in 3/5 features
Zoho Analytics ranks higher in 3/5 features
Publish to Web
7.0
70%
42 Ratings

8.4
84%
72 Ratings
Publish to PDF
7.4
74%
48 Ratings

8.5
85%
86 Ratings
Report Versioning
6.7
67%
43 Ratings

N/A
0 Ratings
Report Delivery Scheduling
8.0
80%
50 Ratings

8.5
85%
74 Ratings
Delivery to Remote Servers
6.6
66%
25 Ratings

N/A
0 Ratings
Data Discovery and Visualization
6.7
Sigma
67%

7.8
Zoho Analytics
78%
Zoho Analytics ranks higher in 3/3 features
Zoho Analytics ranks higher in 3/3 features
Pre-built visualization formats (heatmaps, scatter plots etc.)
7.3
73%
58 Ratings

7.8
78%
38 Ratings
Location Analytics / Geographic Visualization
6.5
65%
26 Ratings

7.9
79%
36 Ratings
Predictive Analytics
6.2
62%
18 Ratings

7.5
75%
31 Ratings
Access Control and Security
Sigma
Feature Set Not Supported
N/A

8.5
Zoho Analytics
85%
Zoho Analytics ranks higher in 4/4 features
Zoho Analytics ranks higher in 4/4 features
Multi-User Support (named login)
N/A
0 Ratings

8.5
85%
86 Ratings
Role-Based Security Model
N/A
0 Ratings

8.5
85%
34 Ratings
Multiple Access Permission Levels (Create, Read, Delete)
N/A
0 Ratings

8.4
84%
81 Ratings
Single Sign-On (SSO)
N/A
0 Ratings

8.5
85%
35 Ratings
Mobile Capabilities
Sigma
Feature Set Not Supported
N/A

7.9
Zoho Analytics
79%
Zoho Analytics ranks higher in 3/3 features
Zoho Analytics ranks higher in 3/3 features
Responsive Design for Web Access
N/A
0 Ratings

8.0
80%
38 Ratings
Mobile Application
N/A
0 Ratings

7.8
78%
75 Ratings
Dashboard / Report / Visualization Interactivity on Mobile
N/A
0 Ratings

7.6
76%
54 Ratings
Application Program Interfaces (APIs) / Embedding
Sigma
Feature Set Not Supported
N/A

8.3
Zoho Analytics
83%
Zoho Analytics ranks higher in 2/2 features
Zoho Analytics ranks higher in 2/2 features
REST API
N/A
0 Ratings

8.2
82%
27 Ratings
iFrames
N/A
0 Ratings

8.4
84%
25 Ratings
Attribute Ratings
- Sigma Computing is rated higher in 3 areas: Likelihood to Recommend, Likelihood to Renew, Support Rating
- Zoho Analytics is rated higher in 2 areas: Usability, Product Scalability
Likelihood to Recommend
8.3
Sigma
83%
68 Ratings

8.2
Zoho Analytics
82%
95 Ratings
Likelihood to Renew
7.3
Sigma
73%
2 Ratings

6.4
Zoho Analytics
64%
4 Ratings
Usability
7.8
Sigma
78%
44 Ratings

7.9
Zoho Analytics
79%
39 Ratings
Availability
7.3
Sigma
73%
2 Ratings

Zoho Analytics
N/A
0 Ratings
Performance
8.2
Sigma
82%
2 Ratings

Zoho Analytics
N/A
0 Ratings
Support Rating
8.1
Sigma
81%
57 Ratings

6.3
Zoho Analytics
63%
17 Ratings
Implementation Rating
8.2
Sigma
82%
2 Ratings

Zoho Analytics
N/A
0 Ratings
Product Scalability
7.3
Sigma
73%
1 Rating

8.1
Zoho Analytics
81%
25 Ratings
Likelihood to Recommend
Sigma
When you are working to build a self-service data culture in an organization, sigma excels. If you are only going to have data engineers and scientists working on datasets, you may be better served by something that fits their needs more. If you don't have visualization or bi needs, Sigma may be overkill for your needs.
Head of data
Foresight Insurance GroupInsurance, 51-200 employees
Zoho Analytics
Zoho Analytics is well suited to create quick reports and dashboards for daily use, share with your team, or when you need to give a professional look at that presentation. With the data imported into Zoho Analytics, you can create dynamic charts to get quick insights and put them all together in a presentation or dashboard.
Gerente de Operações
MUVMarketing & Advertising, 11-50 employees
Pros
Sigma
- The ability to slice/dice large datasets and join to other datasets in a very intuitive and easy manner. In other tools (e.g. Excel), the performance would be much slower.
- Create dashboards that can contain many different visual aids that link to different datasets created in Sigma. These dashboards look great and perform really well with large datasets. On a performance basis, Sigma performs better than Tableau with large datasets in my experience.
- Ability to load external datasets and join them to existing datasets in Sigma.
Vice-President in Finance and Accounting
PrologisReal Estate, 1001-5000 employees
Zoho Analytics
- Very good bang for the buck, especially if you pre-handle your data before uploading so you're not reliant on the Zoho SQL syntax of raw tables and have fewer, wider rows.
- Reasonable assortment of chart types.
- Usable design surface, especially for a fully web based system.
- Reasonably intuitive organization of content types.
- Nice handling of aggregation functions.

Verified User
Director in Other
Higher Education Company, 501-1000 employeesCons
Sigma
- The user interface had at least one big change in the past two years, which was confusing.
- I would like to be able to create and run report on the fly, instead of having to schedule them.
- Better navigation using tabs and menus.

Verified User
Manager in Engineering
Financial Services Company, 201-500 employeesZoho Analytics
- Reports was challenging to understand initially and some of their documents were out of date so importing did not work.
- It would be nice if the importing instructions were a little more clear for the layman as not all businesses can have an IT department or the like to set up software like this.
- Due to insufficient descriptions, it can be unclear as to what a report is describing or displaying to you.

Verified User
Administrative Assistant in Finance and Accounting
Utilities Company, 1-10 employeesPricing Details
Sigma
General
Free Trial
Yes
Free/Freemium Version
—Premium Consulting/Integration Services
—Entry-level set up fee?
Optional
Starting Price
—Sigma Editions & Modules
—
Additional Pricing Details
Contact us for pricing.Zoho Analytics
General
Free Trial
Yes
Free/Freemium Version
Yes
Premium Consulting/Integration Services
Yes
Entry-level set up fee?
No
Starting Price
$50 per month
Zoho Analytics Editions & Modules
On-premise Edition
Professional | $301 |
---|
- per user per month billed annually
SaaS Edition
Basic | $301 |
---|---|
Standard | $602 |
Premium | $1453 |
Enterprise | $5754 |
- 0.5M rows, 2 users
- 1M rows, 5 users
- 5M rows, 15 users
- 50M rows, 50 users
Additional Pricing Details
There is a 20% discount for all plans if subscribed yearly. Customers can buy add-on rows and users, in addition to the plans listed above.Likelihood to Renew
Sigma
Sigma 7.3
Based on 2 answers
Because we are very satisfied with the product and would most likely renew because of the services it provides. It is a tool that you bring into your organization and let it change the way you analyze your data, present your data and share you date within the Respective teams
Program Manager, Information Security
SnowflakeComputer Software, 501-1000 employees
Zoho Analytics
Zoho Analytics 6.4
Based on 4 answers
We have to renew because Salesforce is forever going to be a dog to do the job it is intended for. I don't want to use 3rd party anything for Salesforce, but unbeknownst to us at the item of Salesforce purchase, that's the business model

Verified User
Director in Information Technology
Consumer Services Company, 51-200 employeesUsability
Sigma
Sigma 7.8
Based on 44 answers
Sigma is a modern business intelligence (BI) and analytics application built for the cloud. Sigma provides live access to cloud data warehouses using an intuitive spreadsheet interface empowering business experts to ask more of their data. Sigma is self-service analytics as it was meant to be.

Verified User
Engineer in Engineering
Non-profit Organization Management Company, 51-200 employeesZoho Analytics
Zoho Analytics 7.9
Based on 39 answers
I feel 8 rating represents the good and clean UI they have. Segregation of reports , dashboards and views is great. The feature to auto generate analytical report using Zoho’s smart AI was an excellent feature.
However, I deducted 2 points because I feel the still lack some dashboard elements, some features like adding extra filter to KPI widgets, use of window function in query table could make the Zoho Analytics an awesome choice.
Business Intelligence Analyst
Defynance (RedPerit LLC)Financial Services, 11-50 employees
Reliability and Availability
Sigma
Sigma 7.3
Based on 2 answers
Yes, as long as you don’t conduct user error sigma is always up and running and waiting for you to complete your dashboards
Program Manager, Information Security
SnowflakeComputer Software, 501-1000 employees
Zoho Analytics
No score
No answers yet
No answers on this topic
Performance
Sigma
Sigma 8.2
Based on 2 answers
It depends, it loads quickly for smaller dashboards but when loading larger amounts of data it takes more time to do so
Program Manager, Information Security
SnowflakeComputer Software, 501-1000 employees
Zoho Analytics
No score
No answers yet
No answers on this topic
Support Rating
Sigma
Sigma 8.1
Based on 57 answers
Support team is helpful in answering questions and providing help with using the UI. There are knowledgeable people within the support team.There are also good online support tools. There are significant community support resources available.There is however lack of a live support. It would be useful to have live phone number or chat to use.

Verified User
Engineer in Information Technology
Financial Services Company, 201-500 employeesZoho Analytics
Zoho Analytics 6.3
Based on 17 answers
The support team has been fantastic! I've worked mainly with the same customer support rep and her knowledge of Zoho Analytics and willingness to assist me has been superb. The Zoho Analytics support team get an A+ rating from me

Verified User
Consultant in Professional Services
Renewables & Environment Company, 1-10 employeesImplementation Rating
Sigma
Sigma 8.2
Based on 2 answers
I don’t have enough insight as I was not a big piece of this implementation
Program Manager, Information Security
SnowflakeComputer Software, 501-1000 employees
Zoho Analytics
No score
No answers yet
No answers on this topic
Alternatives Considered
Sigma
We got rid of Looker because of the difficulty with LookML and the general not-user friendly approach to reporting. The other systems were either too expensive, missing functionality such as embedding reports, or just didn't have the features and functionality of Sigma.
Client Experience Manager
Payload Technologies Inc.Logistics & Supply Chain, 11-50 employees
Zoho Analytics
Very powerful charts and graphs that are much easier to use than Excel. It's like a pivot table combined with a chart. I love the ability to dynamically change the charts just by turning data sets on and off in order to drill down and analyze individual data sets without having to create dozens of new charts.
Digital Instructor
Upper EducationEducation Management, 11-50 employees
Scalability
Sigma
Sigma 7.3
Based on 1 answer
It is a cloud service offering that is able to expand based on your usage
Program Manager, Information Security
SnowflakeComputer Software, 501-1000 employees
Zoho Analytics
Zoho Analytics 8.1
Based on 25 answers
Extremely easy to replicate reports, and duplicate dashboards to ensure time savings and efficiency by replicating similar tables. The integrations allow for multiple third-party sources to sync with the software and allow for interactions that visualize the data. The data is stored in the cloud and has millions of rows of storage available to grow and evolve as needed.
Business Development Manager
Renu Energy SolutionsRenewables & Environment, 51-200 employees
Return on Investment
Sigma
- Sigma has allowed business users to vastly increase their access to data, driving much more data-driven decision-making.
- Sigma has freed up the data team from routine data-gathering, allowing the team to focus on building higher-level tools and products that unlock value for the company.
Head of Data
TeachableE-Learning, 51-200 employees
Zoho Analytics
- The ability to create and refresh a report has helped to reduce over 50% of time required to prepare elaborate MIS on a monthly basis.
- It helped with analyzing data directly from the CRM and imported historical data at the same time.
Senior Product UX/UI Designer-Developer
Harvest Software Solutions, LLCInformation Technology & Services, 51-200 employees