Compare Panoply and dbt 
Featured Products
At a Glance
Market Segments
Small-Business (46.8% of reviews)
Mid-Market (57.4% of reviews)
Entry-Level Pricing
Free Trial
No pricing available
Panoply
Star Rating
(83)4.5 out of 5
Market Segments
Small-Business (46.8% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
Free Trial
Free Trial is available
Browse all 5 pricing plansdbt
Star Rating
(198)4.7 out of 5
Market Segments
Mid-Market (57.4% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about dbtSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that dbt excels in providing a structured approach to data work, making it a favorite among mid-market users. Many users appreciate its seamless integration with tools like BigQuery, which enhances teamwork and efficiency during data transformation tasks.
- Users say that Panoply stands out for its exceptional customer support, with many highlighting the helpfulness of team members like Ryan and Emerson. This level of support is often cited as a key differentiator, especially for small businesses looking for guidance during their data analysis processes.
- Reviewers mention that dbt's ease of setup and daily usability are significant advantages, with users noting that it allows for quick implementation without delays. This is particularly beneficial for teams that need to hit the ground running with their data projects.
- According to verified reviews, Panoply's intuitive interface is frequently praised, making it easy for users to navigate and utilize the platform effectively. This user-friendly design is especially appreciated by those who may not have extensive technical backgrounds.
- G2 reviewers highlight that while dbt offers robust automation features for data modeling, some users feel that it may require a steeper learning curve compared to Panoply. This can be a consideration for teams that prioritize quick onboarding and immediate usability.
- Users report that Panoply's strong performance in customer satisfaction metrics is complemented by its high-quality support, which helps resolve issues efficiently. This combination makes it a reliable choice for small businesses that value personalized assistance in their data management efforts.
Pricing
Entry-Level Pricing
Panoply
Proof of Value
Free Trial
Use the platform for free for 21 days
- Managed data warehouse included
- Use of all Panoply connectors
- Unlimited users
dbt
No pricing availableFree Trial
Panoply
Free Trial is available
dbt
Free Trial is available
Ratings
Meets Requirements
8.8
63
9.2
146
Ease of Use
8.9
65
9.0
148
Ease of Setup
9.4
41
8.6
87
Ease of Admin
9.3
37
8.5
59
Quality of Support
9.3
63
8.9
117
Has the product been a good partner in doing business?
9.5
39
8.6
53
Product Direction (% positive)
8.0
59
9.6
133
Features by Category
Reports
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
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
Advanced Analytics
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Building Reports
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
Data Source Access
Not enough data
8.8
47
Not enough data
9.2
50
Not enough data
8.6
41
Data Interaction
Not enough data
8.3
40
Not enough data
8.5
44
Not enough data
9.0
50
Not enough data
9.1
48
Not enough data
9.1
42
Not enough data
9.4
48
Not enough data
8.7
47
Not enough data
8.7
45
Data Exporting
Not enough data
8.5
41
Not enough data
8.7
44
Not enough data
9.1
45
Generative AI
Not enough data
6.5
27
Management
8.3
13
Feature Not Available
7.6
11
8.2
37
Functionality
9.4
16
Feature Not Available
8.6
13
9.3
45
9.8
16
Feature Not Available
8.8
15
9.5
40
8.8
15
9.2
37
Data Management
9.1
22
|
Verified
Not enough data
8.7
21
|
Verified
Not enough data
8.9
22
|
Verified
Not enough data
7.4
19
|
Verified
Not enough data
6.3
15
|
Verified
Not enough data
7.0
15
|
Verified
Not enough data
Integration
5.6
15
|
Verified
Not enough data
9.0
23
|
Verified
Not enough data
7.8
16
|
Verified
Not enough data
Deployment
7.1
15
|
Verified
Not enough data
8.3
22
|
Verified
Not enough data
Performance
8.1
23
|
Verified
Not enough data
Security
7.8
20
|
Verified
Not enough data
8.7
18
|
Verified
Not enough data
Generative AI
5.4
9
Not enough data
5.0
9
Not enough data
Data Management
Not enough data
9.2
50
Not enough data
9.1
52
Not enough data
9.1
49
Not enough data
9.3
49
Agentic AI - DataOps Platforms
Not enough data
7.5
8
Not enough data
7.4
7
Not enough data
8.1
9
Not enough data
8.1
9
Not enough data
8.3
8
Analytics
Not enough data
8.8
48
Not enough data
7.3
34
Monitoring and Management
Not enough data
8.7
43
Not enough data
8.9
51
Cloud Deployment
Not enough data
8.7
37
Not enough data
8.8
29
Generative AI
Not enough data
5.7
12
Not enough data
6.0
12
Automation
Not enough data
8.8
34
Not enough data
8.3
32
Not enough data
8.6
35
Not enough data
Feature Not Available
Functionality
Not enough data
8.6
34
Not enough data
8.6
34
Not enough data
8.4
34
Administration
Not enough data
8.4
37
Not enough data
8.9
34
Not enough data
9.1
35
Agentic AI - Data Warehouse Automation
Not enough data
Not enough data
Deployment & Integration - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Data Connectivity & Federation - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Data Modeling & Metrics - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Performance Optimization - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Governance - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Advanced Intelligence - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI Enablement - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Transformation
Not enough data
8.5
32
Not enough data
9.4
39
Connectivity
Not enough data
8.4
27
Not enough data
8.6
28
Not enough data
8.5
34
Not enough data
8.9
31
Operations
Not enough data
Feature Not Available
Not enough data
9.3
38
Not enough data
8.6
30
Not enough data
8.7
30
Not enough data
8.6
30
Functionality
Not enough data
8.7
39
Not enough data
8.3
36
Not enough data
8.7
40
Not enough data
8.2
38
Not enough data
8.4
38
Management
Not enough data
8.5
40
Not enough data
9.3
42
Not enough data
8.8
36
Not enough data
8.1
39
Not enough data
8.3
41
Generative AI
Not enough data
6.2
19
Not enough data
6.6
19
Building Reports
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
Categories
Categories
Shared Categories
Panoply and dbt are categorized as ETL Tools
Unique Categories
Panoply is categorized as Data Warehouse
dbt is categorized as Big Data Analytics, Big Data Integration Platforms, Data Preparation, Data Quality, Data Warehouse Automation, DataOps Platforms, and Semantic Layer Tools
Reviews
Reviewers' Company Size
Panoply
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
dbt
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
Information Technology and Services
8.9%
Marketing and Advertising
7.6%
Computer Software
7.6%
Apparel & Fashion
6.3%
Retail
5.1%
Other
64.6%
Information Technology and Services
19.5%
Computer Software
16.4%
Financial Services
10.3%
Retail
4.6%
Marketing and Advertising
4.6%
Other
44.6%
Alternatives
Discussions
I have some questions about specific features, who should I contact?
1 Comment
Official Response from Panoply
We'd love to hear from you. Feel free to send us a message here: https://panoply.io/company/contact/Read more
I am already using an ETL service can I still connect to Panoply?
1 Comment
Official Response from Panoply
Yes! Our managed data warehouse is the best way to get all of your business data in one place.Read more
How much does Panoply cost?
1 Comment
Official Response from Panoply
Annual contract: our usage-based pricing starts at $399/month for 50 GiB Query Bytes, and scales up to $1719/month for 5000 GiB Query Bytes
Monthly...Read more
What is DBT data Modelling?
2 Comments
TH
dbt data modeling is not a thing. Dbt is a transformation tool that makes it easier to implement data modeling techniques like snowflake, data vault etc. Read more
What is DBT database tool?
1 Comment
SY
DBT (DataBase Transformations) uses SQL select statements, with some added magic from Jinja templating language, to model and transform data. It's a highly...Read more
Hunting for software insights?
With over 3 million reviews, we can provide the specific details that help you make an informed software buying decision for your business. Finding the right product is important, let us help.
