Compare Hex and Lightdash 
At a Glance
Market Segments
Mid-Market (60.9% of reviews)
Mid-Market (62.5% of reviews)
Entry-Level Pricing
Free Per Month
$800.00 Per Month
Hex
Star Rating
(372)4.5 out of 5
Market Segments
Mid-Market (60.9% of reviews)
Pros & Cons
Entry-Level Pricing
Free Per Month
Free Trial is available
Browse all 4 pricing plansLightdash
Star Rating
(16)5.0 out of 5
Market Segments
Mid-Market (62.5% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
$800.00 Per Month
Browse all 3 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that Hex excels in user experience, with many praising its intuitive interface and prebuilt components that simplify the analytics process. Users appreciate the ability to query from various data frames, making it easier to conduct in-depth analyses.
- Users say that Lightdash stands out for its ease of onboarding, allowing team members to create their own dashboards with minimal training. This intuitive design helps eliminate disconnects between business insights and data team outputs, making it a valuable tool for collaborative environments.
- Reviewers mention that Hex's notebook feature is a significant advantage, enabling seamless data manipulation and analysis. The direct connection to Snowflake is highlighted as a major benefit, allowing users to access data effortlessly and enhancing overall productivity.
- According to verified reviews, Lightdash is recognized for its strong support and community engagement, which users find beneficial for troubleshooting and maximizing the tool's capabilities. This level of support contributes to a positive user experience, especially for teams new to BI tools.
- G2 reviewers highlight that while Hex has a broader range of features, including advanced querying capabilities with SQL and Python, Lightdash offers a more focused approach that some users find sufficient for their BI needs, particularly in creating visually appealing dashboards.
- Users report that Hex's AI features, such as query assistance, provide an edge in data analytics, allowing for more granular segmentation of data. In contrast, Lightdash, while effective, is seen as less robust in this area, which may limit advanced users looking for deeper analytical capabilities.
Pricing
Entry-Level Pricing
Hex
Community
Free
Per Month
The free version of Hex. Great for individuals.
- Up to 3 project authors
- 7-day project version history
- Project data connections & secrets
Lightdash
Lightdash Cloud Starter
$800.00
Per Month
- Unlimited users
- Native dbt integration
- Scheduled dashboard deliveries to Slack, Email
Free Trial
Hex
Free Trial is available
Lightdash
Free Trial is available
Ratings
Meets Requirements
8.5
292
8.8
13
Ease of Use
8.7
300
9.2
13
Ease of Setup
8.9
175
9.5
11
Ease of Admin
9.0
57
9.0
10
Quality of Support
8.5
214
9.9
12
Has the product been a good partner in doing business?
9.1
59
10.0
10
Product Direction (% positive)
9.2
295
10.0
13
Features by Category
Reports
8.3
219
9.3
9
7.6
206
8.1
9
7.4
226
9.4
9
7.2
192
8.7
9
8.1
212
9.7
10
Self Service
7.7
203
8.2
12
8.1
206
9.3
10
7.9
206
8.6
11
7.2
202
8.3
9
8.3
218
9.4
9
6.1
183
3.1
6
Advanced Analytics
6.5
185
3.1
9
7.8
209
8.8
12
7.0
190
6.5
9
Building Reports
8.0
185
5.6
9
7.8
180
7.1
11
7.5
175
7.4
9
7.0
165
6.9
9
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
8.3
219
9.3
9
7.6
206
8.1
9
7.4
226
9.4
9
7.2
192
8.7
9
8.1
212
9.7
10
Data Preparation
8.0
163
8.3
9
Feature Not Available
8.8
8
Data Modeling and Blending
8.7
171
9.6
8
8.3
169
9.6
8
8.3
163
6.7
6
Generative AI
6.1
96
1.9
6
6.0
93
2.5
6
Agentic AI - Analytics Platforms
6.5
33
Not enough data
6.3
29
Not enough data
6.9
30
Not enough data
6.4
28
Not enough data
7.0
35
Not enough data
6.4
29
Feature Not Available
7.1
28
Not enough data
Self Service
7.7
203
8.2
12
8.1
206
9.3
10
7.9
206
8.6
11
7.2
202
8.3
9
8.3
218
9.4
9
6.1
183
3.1
6
Deployment & Integration - Analytics Platforms
6.9
29
Not enough data
7.9
36
Not enough data
6.9
26
Not enough data
8.1
35
Not enough data
Advanced Analytics
6.5
185
3.1
9
7.8
209
8.8
12
7.0
190
6.5
9
Performance & Scalability - Analytics Platforms
6.5
39
Not enough data
7.1
31
Not enough data
Advanced Analytics & Modeling - Analytics Platforms
7.2
30
Not enough data
8.4
48
Not enough data
6.3
27
Not enough data
Agentic AI Capabilities - Analytics Platforms
6.8
28
Not enough data
7.5
34
Not enough data
6.7
27
Not enough data
6.7
28
Not enough data
Personalized Intelligence - Analytics Platforms
6.5
26
Not enough data
6.2
26
Not enough data
7.1
30
Not enough data
Building Reports
8.0
185
5.6
9
7.8
180
7.1
11
7.5
175
7.4
9
7.0
165
6.9
9
Reports
8.3
219
9.3
9
7.6
206
8.1
9
7.4
226
9.4
9
7.2
192
8.7
9
8.1
212
9.7
10
Self Service
7.7
203
8.2
12
8.1
206
9.3
10
7.9
206
8.6
11
7.2
202
8.3
9
8.3
218
9.4
9
6.1
183
3.1
6
Building Reports
8.0
185
5.6
9
7.8
180
7.1
11
7.5
175
7.4
9
7.0
165
6.9
9
Functionality
8.7
63
Not enough data
6.9
56
Not enough data
7.5
48
Not enough data
7.4
54
Not enough data
8.8
58
Not enough data
7.5
57
Not enough data
7.9
52
Not enough data
System
8.1
92
Not enough data
Model Development
7.4
89
Not enough data
7.0
94
Not enough data
5.5
87
Not enough data
5.5
89
Not enough data
Model Development
5.9
79
Not enough data
Machine/Deep Learning Services
4.4
81
Not enough data
5.1
84
Not enough data
4.8
82
Not enough data
4.5
80
Not enough data
Machine/Deep Learning Services
5.1
69
Not enough data
5.0
70
Not enough data
Deployment
6.9
85
Not enough data
7.0
84
Not enough data
6.7
85
Not enough data
Generative AI
5.7
40
Not enough data
5.7
40
Not enough data
4.3
40
Not enough data
Agentic AI - Data Science and Machine Learning Platforms
5.3
10
Not enough data
5.7
10
Not enough data
7.0
10
Not enough data
4.7
10
Not enough data
5.7
10
Not enough data
5.8
10
Not enough data
5.7
10
Not enough data
Categories
Categories
Shared Categories
Hex and Lightdash are categorized as Analytics Platforms
Unique Categories
Lightdash has no unique categories
Reviews
Reviewers' Company Size
Hex
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Lightdash
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
Computer Software
22.2%
Information Technology and Services
19.3%
Financial Services
11.8%
Hospital & Health Care
4.2%
Marketing and Advertising
3.3%
Other
39.2%
Information Technology and Services
25.0%
Retail
12.5%
Real Estate
12.5%
Online Media
12.5%
Utilities
6.3%
Other
31.3%
Discussions
Hex has no discussions with answers
Lightdash has no discussions with answers
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