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At a Glance
Star Rating
Microsoft Power BI Embedded
Microsoft Power BI Embedded
Zoho Analytics
Zoho Analytics
Market Segments
Looker
Looker
Mid-Market (62.7% of reviews)Information
Microsoft Power BI Embedded
Microsoft Power BI Embedded
Mid-Market (40.8% of reviews)Information
Zoho Analytics
Zoho Analytics
Small-Business (49.5% of reviews)Information
Mode
Mode
Mid-Market (46.5% of reviews)Information
Entry-Level Pricing
Looker
Looker
No pricing available
Microsoft Power BI Embedded
Microsoft Power BI Embedded
No pricing available
Zoho Analytics
Zoho Analytics
$575 per month
Mode
Mode
Free All the basics for individual analysts
Featured Products

Compare Products

View over 30 comparative metrics based on real-user reviews for your selected products below. Rating comparisons include pricing, popular features, ease of use, and more. Popular alternatives and user discussions are also available to explore additional comparisons or questions.

Pricing
Entry-Level Pricing
Looker
No pricing available
Microsoft Power BI Embedded
No pricing available
Zoho Analytics
Enterprise
$575
per month
Browse all 5 pricing plans
Mode
Studio
Free
All the basics for individual analysts
Browse all 3 pricing plans
Free Trial
Looker
Free Trial is available
Microsoft Power BI Embedded
No trial information available
Zoho Analytics
Free Trial is available
Mode
Free Trial is available
Ratings
Meets Requirements
8.7
909
9.0
78
8.3
272
8.8
284
Ease of Use
8.2
909
8.2
78
8.1
274
8.8
287
Ease of Setup
8.0
389
8.0
25
8.0
146
8.8
64
Ease of Admin
8.3
359
8.2
24
8.3
144
8.9
67
Quality of Support
8.8
761
8.5
71
8.0
252
8.9
215
Has the product been a good partner in doing business?
8.9
337
8.3
24
8.6
138
9.1
65
Product Direction (% positive)
8.7
842
8.4
78
8.8
273
8.8
282
Features by Category
8.0
16,856
8.0
2,340
8.0
5,368
8.0
5,642
Reports
8.6
503
|
Verified
9.1
60
|
Verified
8.0
158
|
Verified
8.7
211
|
Verified
8.2
466
|
Verified
8.3
56
|
Verified
8.0
146
|
Verified
8.2
166
|
Verified
8.2
507
|
Verified
9.4
58
|
Verified
8.5
158
|
Verified
8.3
214
|
Verified
8.2
380
|
Verified
8.8
54
|
Verified
8.1
100
8.2
134
|
Verified
8.7
506
|
Verified
9.3
58
|
Verified
8.3
155
|
Verified
8.7
205
|
Verified
Reports
8.6
503
|
Verified
9.1
60
|
Verified
8.0
158
|
Verified
8.7
211
|
Verified
8.2
466
|
Verified
8.3
56
|
Verified
8.0
146
|
Verified
8.2
166
|
Verified
8.2
507
|
Verified
9.4
58
|
Verified
8.5
158
|
Verified
8.3
214
|
Verified
8.2
380
|
Verified
8.8
54
|
Verified
8.1
100
8.2
134
|
Verified
8.7
506
|
Verified
9.3
58
|
Verified
8.3
155
|
Verified
8.7
205
|
Verified
Self Service
8.5
478
|
Verified
8.9
58
|
Verified
8.2
148
|
Verified
8.3
161
|
Verified
8.7
490
|
Verified
8.7
59
|
Verified
8.3
153
|
Verified
8.2
181
|
Verified
8.5
469
|
Verified
8.7
56
|
Verified
7.9
141
|
Verified
8.0
178
|
Verified
8.1
471
|
Verified
8.3
47
7.8
140
|
Verified
8.0
180
|
Verified
8.3
445
|
Verified
8.3
57
|
Verified
7.8
131
|
Verified
8.2
168
|
Verified
7.7
360
|
Verified
Feature Not Available
7.6
108
|
Verified
Feature Not Available
Self Service
8.5
478
|
Verified
8.9
58
|
Verified
8.2
148
|
Verified
8.3
161
|
Verified
8.7
490
|
Verified
8.7
59
|
Verified
8.3
153
|
Verified
8.2
181
|
Verified
8.5
469
|
Verified
8.7
56
|
Verified
7.9
141
|
Verified
8.0
178
|
Verified
8.1
471
|
Verified
8.3
47
7.8
140
|
Verified
8.0
180
|
Verified
8.3
445
|
Verified
8.3
57
|
Verified
7.8
131
|
Verified
8.2
168
|
Verified
7.7
360
|
Verified
Feature Not Available
7.6
108
|
Verified
Feature Not Available
Advanced Analytics
7.6
291
|
Verified
Not enough data
8.3
77
7.8
115
|
Verified
8.4
488
|
Verified
Not enough data
8.5
146
8.7
190
|
Verified
8.1
374
|
Verified
Not enough data
7.8
116
8.5
129
|
Verified
Advanced Analytics
7.6
291
|
Verified
Not enough data
8.3
77
7.8
115
|
Verified
8.4
488
|
Verified
Not enough data
8.5
146
8.7
190
|
Verified
8.1
374
|
Verified
Not enough data
7.8
116
8.5
129
|
Verified
Building Reports
8.3
261
|
Verified
8.8
43
8.0
119
|
Verified
8.5
83
|
Verified
8.5
270
|
Verified
8.6
46
|
Verified
8.0
112
|
Verified
8.3
88
|
Verified
8.1
237
|
Verified
8.4
40
|
Verified
8.1
106
|
Verified
7.7
63
|
Verified
8.2
212
|
Verified
8.5
41
|
Verified
8.1
98
|
Verified
8.2
57
|
Verified
Building Reports
8.3
261
|
Verified
8.8
43
8.0
119
|
Verified
8.5
83
|
Verified
8.5
270
|
Verified
8.6
46
|
Verified
8.0
112
|
Verified
8.3
88
|
Verified
8.1
237
|
Verified
8.4
40
|
Verified
8.1
106
|
Verified
7.7
63
|
Verified
8.2
212
|
Verified
8.5
41
|
Verified
8.1
98
|
Verified
8.2
57
|
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
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
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
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
8.0
8,306
6.0
896
7.0
2,600
7.0
2,905
Reports
8.6
503
|
Verified
9.1
60
|
Verified
8.0
158
|
Verified
8.7
211
|
Verified
8.2
466
|
Verified
8.3
56
|
Verified
8.0
146
|
Verified
8.2
166
|
Verified
8.2
507
|
Verified
9.4
58
|
Verified
8.5
158
|
Verified
8.3
214
|
Verified
8.2
380
|
Verified
8.8
54
|
Verified
8.1
100
8.2
134
|
Verified
8.7
506
|
Verified
9.3
58
|
Verified
8.3
155
|
Verified
8.7
205
|
Verified
Data Preparation
8.4
202
|
Verified
Not enough data
8.1
69
8.4
61
|
Verified
8.4
182
|
Verified
Not enough data
Feature Not Available
8.1
62
|
Verified
Data Modeling and Blending
8.6
233
|
Verified
Not enough data
8.2
71
9.3
96
|
Verified
8.7
250
|
Verified
Not enough data
8.4
78
8.8
93
|
Verified
8.4
231
|
Verified
Not enough data
8.2
70
8.9
70
|
Verified
Generative AI
Feature Not Available
Not enough data
Feature Not Available
Feature Not Available
Feature Not Available
Not enough data
Feature Not Available
Feature Not Available
Self Service
8.5
478
|
Verified
8.9
58
|
Verified
8.2
148
|
Verified
8.3
161
|
Verified
8.7
490
|
Verified
8.7
59
|
Verified
8.3
153
|
Verified
8.2
181
|
Verified
8.5
469
|
Verified
8.7
56
|
Verified
7.9
141
|
Verified
8.0
178
|
Verified
8.1
471
|
Verified
8.3
47
7.8
140
|
Verified
8.0
180
|
Verified
8.3
445
|
Verified
8.3
57
|
Verified
7.8
131
|
Verified
8.2
168
|
Verified
7.7
360
|
Verified
Feature Not Available
7.6
108
|
Verified
Feature Not Available
Advanced Analytics
7.6
291
|
Verified
Not enough data
8.3
77
7.8
115
|
Verified
8.4
488
|
Verified
Not enough data
8.5
146
8.7
190
|
Verified
8.1
374
|
Verified
Not enough data
7.8
116
8.5
129
|
Verified
Building Reports
8.3
261
|
Verified
8.8
43
8.0
119
|
Verified
8.5
83
|
Verified
8.5
270
|
Verified
8.6
46
|
Verified
8.0
112
|
Verified
8.3
88
|
Verified
8.1
237
|
Verified
8.4
40
|
Verified
8.1
106
|
Verified
7.7
63
|
Verified
8.2
212
|
Verified
8.5
41
|
Verified
8.1
98
|
Verified
8.2
57
|
Verified
8.0
2,772
2.0
286
2.0
717
3.0
989
Reports
8.6
503
|
Verified
9.1
60
|
Verified
8.0
158
|
Verified
8.7
211
|
Verified
8.2
466
|
Verified
8.3
56
|
Verified
8.0
146
|
Verified
8.2
166
|
Verified
8.2
507
|
Verified
9.4
58
|
Verified
8.5
158
|
Verified
8.3
214
|
Verified
8.2
380
|
Verified
8.8
54
|
Verified
8.1
100
8.2
134
|
Verified
8.7
506
|
Verified
9.3
58
|
Verified
8.3
155
|
Verified
8.7
205
|
Verified
Reports
8.2
20
Not enough data
Not enough data
Not enough data
7.9
20
Not enough data
Not enough data
Not enough data
7.9
18
Not enough data
Not enough data
Not enough data
Generative AI
6.6
17
Not enough data
Not enough data
Not enough data
7.3
17
Not enough data
Not enough data
Not enough data
Visualization
8.5
20
Not enough data
Not enough data
Not enough data
8.5
20
Not enough data
Not enough data
Not enough data
8.5
20
Not enough data
Not enough data
Not enough data
8.3
20
Not enough data
Not enough data
Not enough data
Data Updates
8.2
19
Not enough data
Not enough data
Not enough data
8.3
19
Not enough data
Not enough data
Not enough data
Collaboration
7.8
20
Not enough data
Not enough data
Not enough data
8.1
20
Not enough data
Not enough data
Not enough data
7.8
18
Not enough data
Not enough data
Not enough data
Data Updates
8.3
43
Not enough data
Not enough data
Not enough data
7.9
48
Not enough data
Not enough data
Not enough data
8.3
51
Not enough data
Not enough data
Not enough data
Embedded Business IntelligenceHide 15 FeaturesShow 15 Features
8.0
6,055
8.0
733
8.0
1,973
8.0
2,089
Reports
8.6
503
|
Verified
9.1
60
|
Verified
8.0
158
|
Verified
8.7
211
|
Verified
8.2
466
|
Verified
8.3
56
|
Verified
8.0
146
|
Verified
8.2
166
|
Verified
8.2
507
|
Verified
9.4
58
|
Verified
8.5
158
|
Verified
8.3
214
|
Verified
8.2
380
|
Verified
8.8
54
|
Verified
8.1
100
8.2
134
|
Verified
8.7
506
|
Verified
9.3
58
|
Verified
8.3
155
|
Verified
8.7
205
|
Verified
Self Service
8.5
478
|
Verified
8.9
58
|
Verified
8.2
148
|
Verified
8.3
161
|
Verified
8.7
490
|
Verified
8.7
59
|
Verified
8.3
153
|
Verified
8.2
181
|
Verified
8.5
469
|
Verified
8.7
56
|
Verified
7.9
141
|
Verified
8.0
178
|
Verified
8.1
471
|
Verified
8.3
47
7.8
140
|
Verified
8.0
180
|
Verified
8.3
445
|
Verified
8.3
57
|
Verified
7.8
131
|
Verified
8.2
168
|
Verified
7.7
360
|
Verified
Feature Not Available
7.6
108
|
Verified
Feature Not Available
Building Reports
8.3
261
|
Verified
8.8
43
8.0
119
|
Verified
8.5
83
|
Verified
8.5
270
|
Verified
8.6
46
|
Verified
8.0
112
|
Verified
8.3
88
|
Verified
8.1
237
|
Verified
8.4
40
|
Verified
8.1
106
|
Verified
7.7
63
|
Verified
8.2
212
|
Verified
8.5
41
|
Verified
8.1
98
|
Verified
8.2
57
|
Verified
8.0
4,447
Not enough data
Not enough data
9.0
953
Metrics
8.9
183
Not enough data
Not enough data
9.1
33
8.6
186
Not enough data
Not enough data
9.0
35
8.4
172
Not enough data
Not enough data
8.4
30
8.3
175
Not enough data
Not enough data
8.8
32
8.4
163
Not enough data
Not enough data
8.9
32
8.3
174
Not enough data
Not enough data
8.7
34
8.5
168
Not enough data
Not enough data
8.7
26
8.6
178
Not enough data
Not enough data
8.6
34
8.4
172
Not enough data
Not enough data
8.6
37
Reporting
8.4
191
Not enough data
Not enough data
8.9
45
Feature Not Available
Not enough data
Not enough data
8.7
40
8.7
191
Not enough data
Not enough data
9.2
43
8.6
193
Not enough data
Not enough data
8.7
39
8.2
150
Not enough data
Not enough data
8.7
22
8.6
156
Not enough data
Not enough data
9.1
30
9.0
204
Not enough data
Not enough data
9.0
50
Other
8.7
176
Not enough data
Not enough data
8.8
40
8.7
161
Not enough data
Not enough data
8.2
30
8.5
152
Not enough data
Not enough data
8.3
32
8.8
164
Not enough data
Not enough data
8.6
33
8.8
158
Not enough data
Not enough data
8.6
28
8.4
130
Not enough data
Not enough data
8.3
24
8.4
142
Not enough data
Not enough data
8.6
28
Administration
8.6
170
Not enough data
Not enough data
9.0
39
8.6
149
Not enough data
Not enough data
8.7
33
8.6
197
Not enough data
Not enough data
9.0
54
8.7
192
Not enough data
Not enough data
9.0
50
9.0
1,906
Not enough data
8.0
579
Not enough data
Data Sourcing
8.8
172
Not enough data
8.4
51
Not enough data
8.8
188
Not enough data
8.5
53
Not enough data
8.6
156
Not enough data
8.3
47
Not enough data
8.8
193
Not enough data
8.5
53
Not enough data
8.7
177
Not enough data
8.3
49
Not enough data
Predictive Analytics
8.4
121
Not enough data
7.9
45
Not enough data
8.3
118
Not enough data
7.7
43
Not enough data
8.2
117
Not enough data
7.8
45
Not enough data
8.2
135
Not enough data
7.9
45
Not enough data
Sales Management
8.4
132
Not enough data
8.1
45
Not enough data
8.3
111
Not enough data
Feature Not Available
Not enough data
8.8
144
Not enough data
8.3
51
Not enough data
8.7
142
Not enough data
8.4
52
Not enough data
8.0
1,860
Not enough data
Not enough data
7.0
329
Marketing Operations
8.6
181
|
Verified
Not enough data
Not enough data
8.9
31
|
Verified
8.7
201
|
Verified
Not enough data
Not enough data
8.3
35
|
Verified
8.7
186
|
Verified
Not enough data
Not enough data
8.5
36
|
Verified
9.0
204
|
Verified
Not enough data
Not enough data
8.8
37
|
Verified
8.5
90
Not enough data
Not enough data
Feature Not Available
Feature Not Available
Not enough data
Not enough data
Feature Not Available
Campaign Activity
8.7
189
|
Verified
Not enough data
Not enough data
8.7
38
|
Verified
8.9
219
|
Verified
Not enough data
Not enough data
9.1
42
|
Verified
8.5
172
|
Verified
Not enough data
Not enough data
8.3
29
|
Verified
8.5
174
|
Verified
Not enough data
Not enough data
8.3
34
|
Verified
8.5
161
|
Verified
Not enough data
Not enough data
8.5
28
|
Verified
7.9
83
|
Verified
Not enough data
Not enough data
8.9
19
|
Verified
Categories
Categories
Shared Categories
Looker
Looker
Microsoft Power BI Embedded
Microsoft Power BI Embedded
Zoho Analytics
Zoho Analytics
Mode
Mode
Looker, Microsoft Power BI Embedded, Zoho Analytics, and Mode are categorized as Embedded Business Intelligence
Unique Categories
Microsoft Power BI Embedded
Microsoft Power BI Embedded has no unique categories
Zoho Analytics
Zoho Analytics is categorized as Analytics Platforms and Sales Analytics
Reviews
Reviewers' Company Size
Looker
Looker
Small-Business(50 or fewer emp.)
16.7%
Mid-Market(51-1000 emp.)
62.7%
Enterprise(> 1000 emp.)
20.6%
Microsoft Power BI Embedded
Microsoft Power BI Embedded
Small-Business(50 or fewer emp.)
22.4%
Mid-Market(51-1000 emp.)
40.8%
Enterprise(> 1000 emp.)
36.7%
Zoho Analytics
Zoho Analytics
Small-Business(50 or fewer emp.)
49.5%
Mid-Market(51-1000 emp.)
42.6%
Enterprise(> 1000 emp.)
7.9%
Mode
Mode
Small-Business(50 or fewer emp.)
24.8%
Mid-Market(51-1000 emp.)
46.5%
Enterprise(> 1000 emp.)
28.6%
Reviewers' Industry
Looker
Looker
Computer Software
11.8%
Information Technology and Services
10.6%
Marketing and Advertising
7.8%
Financial Services
7.7%
Internet
6.9%
Other
55.2%
Microsoft Power BI Embedded
Microsoft Power BI Embedded
Information Technology and Services
16.3%
Education Management
6.1%
Computer Software
6.1%
Hospital & Health Care
5.1%
Banking
4.1%
Other
62.2%
Zoho Analytics
Zoho Analytics
Information Technology and Services
19.5%
Computer Software
9.9%
Financial Services
5.3%
Education Management
5.0%
Management Consulting
4.3%
Other
56.1%
Mode
Mode
Information Technology and Services
13.8%
Computer Software
13.5%
Financial Services
7.5%
Internet
6.6%
Transportation/Trucking/Railroad
4.4%
Other
54.1%
Most Helpful Reviews
Looker
Looker
Most Helpful Favorable Review
AC
Alan C.
Verified User in Staffing and Recruiting

So many things are done right: - The simplicity of creating a meta schema using lookml, the learning curve is lightning fast - The flexibility of the system, making data available to inter customer has never been so easy - The support team is really...

Most Helpful Critical Review
Verified User
G
Verified User in Consumer Goods

Looker forces a company into two streams of thought: an analyst first culture and essentially married to Looker. Looker really thrives at young or small companies with no centralized reporting or analytics/data science teams. For the few people who know...

Microsoft Power BI Embedded
Microsoft Power BI Embedded
Most Helpful Favorable Review
Sai Prasanna M.
SM
Sai Prasanna M.
Verified User in Publishing

The best thing about Power Bi is it is simple to use and it helps to extract data in a simple and beautiful way so that anyone can understand the data metrics in it. Data that contain many parameters can be simplified using PowerBi so that management can...

Most Helpful Critical Review
Verified User
G
Verified User in Hospital & Health Care

The tool has limitations since it is mainly core functions, nothing super specific

Zoho Analytics
Zoho Analytics
Most Helpful Favorable Review
Martin R.
MR
Martin R.
Verified User in Professional Training & Coaching

Data is automatically pulled and presented in powerful dashboards for us to identify new courses of action. We use it analyse data mainly from Zoho CRM and Zoho Projects. Both systems include limited reporting with little visual representation. The set up...

Most Helpful Critical Review
Verified User in Events Services
GE
Verified User in Events Services

It did not display accurate data. Even tech support could not help me.

Mode
Mode
Most Helpful Favorable Review
Melia V.
MV
Melia V.
Verified User in Information Technology and Services

Mode Analytics lets you use regular old SQL to its full potential for data analytics. It is fast, efficient, and lets me get whatever I need out of our data warehouse formatted the way I want it. I've used several other BI tools that do a poor job of trying...

Most Helpful Critical Review
Arvind R.
AR
Arvind R.
Verified User in Computer Software

It's fundamentally not a BI tool. Mode is more of 'nice-to-have' tool that makes lightweight analysis more convenient, and allows people to share cool insights with each other. That said, it falls short in some areas when compared to other BI tools on the...

Discussions
Looker
Looker Discussions
Best way to start on visualizations?
2 comments
Aaron G.
AG
Looker has a built-in set of visualizations that you can automatically apply to any dataset that they work with. Once you setup your initial connection to a...Read more
Is looker an ETL tool?
2 comments
Ramya G.
RG
No, Looker is not an ELT tool. It’s a business intelligence and data visualization platform. ELT (Extract, Load, Transform) tools are used to move and...Read more
Which databases does Looker work with?
1 comment
Official Response from Looker
Looker works with any SQL readable data store, including Hadoop. Looker sits in-database allowing you to access all of your row level data and leverage the...Read more
Microsoft Power BI Embedded
Microsoft Power BI Embedded Discussions
What is the difference between Power BI and Power BI embedded?
1 comment
Andres C.
AC
Power BI is for folks who want to create and analyze reports directly in the Power BI service. It's user-friendly and great for in-house data visualization....Read more
Monty the Mongoose crying
Microsoft Power BI Embedded has no more discussions with answers
Zoho Analytics
Zoho Analytics Discussions
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
Mode
Mode Discussions
How do i average on charts without averaging averages
2 comments
Official Response from Mode
You can average on charts without averaging averages by returning the unaggregated result set, and then applying our average function on the desired...Read more
Can we make a dashboard out of mode analytics?
2 comments
Why do companies choose Mode over Looker?
1 comment
Official Response from Mode
Put simply, data teams move faster in Mode. In Looker, teams have to decide upfront how to model their data, instead of working with data first and then...Read more