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At a Glance
Market Segments
Small-Business (47.2% of reviews)
Small-Business (41.0% of reviews)
Entry-Level Pricing
No pricing available
Pay As You Go Per Month
Plotly Dash Enterprise
Star Rating
(36)4.8 out of 5
Market Segments
Small-Business (47.2% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Plotly Dash EnterpriseVertex AI
Star Rating
(593)4.3 out of 5
Market Segments
Small-Business (41.0% of reviews)
Entry-Level Pricing
Pay As You Go Per Month
Free Trial is available
Learn more about Vertex AISummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Vertex AI excels in "AI High Availability" with a score of 9.2, which reviewers mention ensures consistent performance and reliability for their machine learning models. In contrast, Dash has a slightly lower score of 8.4 in this area, indicating it may not be as robust in maintaining uptime.
- Reviewers mention that Dash shines in "Data Visualization" with a score of 9.5, highlighting its user-friendly dashboards and reporting capabilities. Vertex AI, while strong, scores a bit lower at 8.8, suggesting that Dash may offer a more intuitive experience for visualizing data insights.
- G2 users note that Vertex AI's "Model Training Scalability" is rated at 8.5, which reviewers say allows for efficient handling of large datasets. Dash, however, matches this score, indicating both platforms are capable, but users may find Vertex AI's approach more flexible for scaling their models.
- Users on G2 report that Dash's "Ease of Setup" is rated at 8.9, making it a preferred choice for those looking for a quick implementation. Vertex AI, with a score of 8.2, may require more time and effort to get started, which could be a consideration for smaller teams.
- Reviewers mention that Vertex AI's "AI Inference Speed" is rated at 8.6, which users say contributes to faster decision-making processes. Dash, while competitive, has not been highlighted as strongly in this area, suggesting that Vertex AI may provide a performance edge for real-time applications.
- Users say that Dash's "Quality of Support" is rated at 8.1, which some reviewers feel could be improved, while Vertex AI scores slightly higher at 8.2. This indicates that users may find Vertex AI's support more responsive and helpful when issues arise.
Pricing
Entry-Level Pricing
Plotly Dash Enterprise
No pricing availableVertex AI
Try Vertex AI Free
Pay As You Go
Per Month
New customers get $300 in free credits to spend on Vertex AI.
- A unified UI for the entire ML workflow
- Pre-trained APIs for vision, video, natural language, and more
- End-to-end integration for data and AI
Free Trial
Plotly Dash Enterprise
No trial information availableVertex AI
Free Trial is available
Ratings
Meets Requirements
8.8
30
8.6
359
Ease of Use
8.4
30
8.2
368
Ease of Setup
8.9
16
8.1
291
Ease of Admin
8.3
14
7.9
142
Quality of Support
8.1
27
8.1
335
Has the product been a good partner in doing business?
8.8
12
8.2
136
Product Direction (% positive)
8.8
30
9.2
353
Features by Category
Reports
8.5
12
|
Verified
Not enough data
7.9
8
|
Verified
Not enough data
9.4
19
|
Verified
Not enough data
9.8
8
|
Verified
Not enough data
8.8
18
|
Verified
Not enough data
Self Service
9.0
12
|
Verified
Not enough data
8.4
17
|
Verified
Not enough data
9.0
15
|
Verified
Not enough data
8.5
11
Not enough data
8.5
8
|
Verified
Not enough data
7.7
5
|
Verified
Not enough data
Advanced Analytics
9.0
8
|
Verified
Not enough data
9.5
14
|
Verified
Not enough data
8.7
9
|
Verified
Not enough data
Building Reports
Feature Not Available
Not enough data
8.3
6
|
Verified
Not enough data
Not enough data
Not enough data
8.3
6
|
Verified
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
Reports
8.5
12
|
Verified
Not enough data
7.9
8
|
Verified
Not enough data
9.4
19
|
Verified
Not enough data
9.8
8
|
Verified
Not enough data
8.8
18
|
Verified
Not enough data
Data Preparation
Not enough data
Not enough data
Not enough data
Not enough data
Data Modeling and Blending
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
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
9.0
12
|
Verified
Not enough data
8.4
17
|
Verified
Not enough data
9.0
15
|
Verified
Not enough data
8.5
11
Not enough data
8.5
8
|
Verified
Not enough data
7.7
5
|
Verified
Not enough data
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
9.0
8
|
Verified
Not enough data
9.5
14
|
Verified
Not enough data
8.7
9
|
Verified
Not enough data
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
Feature Not Available
Not enough data
8.3
6
|
Verified
Not enough data
Not enough data
Not enough data
8.3
6
|
Verified
Not enough data
Reports
8.5
12
|
Verified
Not enough data
7.9
8
|
Verified
Not enough data
9.4
19
|
Verified
Not enough data
9.8
8
|
Verified
Not enough data
8.8
18
|
Verified
Not enough data
Self Service
9.0
12
|
Verified
Not enough data
8.4
17
|
Verified
Not enough data
9.0
15
|
Verified
Not enough data
8.5
11
Not enough data
8.5
8
|
Verified
Not enough data
7.7
5
|
Verified
Not enough data
Building Reports
Feature Not Available
Not enough data
8.3
6
|
Verified
Not enough data
Not enough data
Not enough data
8.3
6
|
Verified
Not enough data
Deployment
Not enough data
8.3
73
Not enough data
8.1
74
Not enough data
8.3
74
Not enough data
8.3
70
Not enough data
8.8
70
Deployment
Not enough data
8.4
73
Not enough data
8.3
72
Not enough data
8.4
71
Not enough data
8.5
71
Not enough data
8.7
69
Management
Not enough data
8.3
70
Not enough data
8.5
69
Not enough data
8.0
69
Not enough data
8.1
69
Operations
Not enough data
8.2
69
Not enough data
8.4
70
Not enough data
8.3
70
Management
Not enough data
8.1
68
Not enough data
8.4
69
Not enough data
8.3
68
Generative AI
Not enough data
8.2
34
Not enough data
8.4
34
System
Not enough data
8.2
170
Model Development
Not enough data
8.5
202
Not enough data
7.9
179
Not enough data
8.4
200
Not enough data
8.5
202
Model Development
Not enough data
8.3
165
Machine/Deep Learning Services
Not enough data
8.2
200
Not enough data
8.4
196
Not enough data
8.2
195
Not enough data
8.2
178
Machine/Deep Learning Services
Not enough data
8.5
165
Not enough data
8.5
163
Deployment
Not enough data
8.2
193
Not enough data
8.3
194
Not enough data
8.5
193
Generative AI
Not enough data
8.3
102
Not enough data
8.3
102
Not enough data
8.1
103
Agentic AI - Data Science and Machine Learning Platforms
Not enough data
8.1
34
Not enough data
7.9
34
Not enough data
7.7
34
Not enough data
7.9
34
Not enough data
8.5
34
Not enough data
7.8
34
Not enough data
8.0
34
Scalability and Performance - Generative AI Infrastructure
Not enough data
8.9
28
Not enough data
8.6
28
Not enough data
8.5
28
Cost and Efficiency - Generative AI Infrastructure
Not enough data
8.2
28
Not enough data
7.8
28
Not enough data
7.9
28
Integration and Extensibility - Generative AI Infrastructure
Not enough data
8.4
28
Not enough data
8.1
28
Not enough data
8.3
28
Security and Compliance - Generative AI Infrastructure
Not enough data
8.6
28
Not enough data
8.5
28
Not enough data
8.9
28
Usability and Support - Generative AI Infrastructure
Not enough data
8.2
28
Not enough data
8.3
28
Integration - Machine Learning
Not enough data
8.5
67
Learning - Machine Learning
Not enough data
8.5
66
Not enough data
8.3
65
Not enough data
8.8
66
Large Language Model Operationalization (LLMOps)Hide 15 FeaturesShow 15 Features
Not enough data
9.0
23
Prompt Engineering - Large Language Model Operationalization (LLMOps)
Not enough data
8.8
23
Not enough data
9.0
23
Inference Optimization - Large Language Model Operationalization (LLMOps)
Not enough data
8.8
23
Model Garden - Large Language Model Operationalization (LLMOps)
Not enough data
9.3
23
Custom Training - Large Language Model Operationalization (LLMOps)
Not enough data
9.1
23
Application Development - Large Language Model Operationalization (LLMOps)
Not enough data
9.2
22
Model Deployment - Large Language Model Operationalization (LLMOps)
Not enough data
9.1
23
Not enough data
8.7
22
Guardrails - Large Language Model Operationalization (LLMOps)
Not enough data
9.0
22
Not enough data
8.9
22
Model Monitoring - Large Language Model Operationalization (LLMOps)
Not enough data
8.8
22
Not enough data
9.1
22
Security - Large Language Model Operationalization (LLMOps)
Not enough data
9.1
23
Not enough data
9.0
23
Gateways & Routers - Large Language Model Operationalization (LLMOps)
Not enough data
8.9
23
Customization - AI Agent Builders
Not enough data
8.5
27
Not enough data
7.6
27
Not enough data
8.3
26
Functionality - AI Agent Builders
Not enough data
8.1
27
Not enough data
7.3
27
Not enough data
8.2
26
Not enough data
7.2
27
Data and Analytics - AI Agent Builders
Not enough data
7.7
25
Not enough data
7.9
27
Not enough data
8.0
27
Integration - AI Agent Builders
Not enough data
8.7
27
Not enough data
8.0
27
Not enough data
8.0
27
Not enough data
7.5
27
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
9.1
11
Not enough data
8.8
8
Not enough data
9.2
6
Not enough data
Data Analysis
9.5
11
Not enough data
9.5
11
Not enough data
Decision Making
9.4
8
Not enough data
9.8
9
Not enough data
9.0
10
Not enough data
8.3
9
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Data Transformation
Not enough data
Not enough data
Not enough data
Not enough data
Connectivity
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Operations
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
Building Reports
Feature Not Available
Not enough data
8.3
6
|
Verified
Not enough data
Not enough data
Not enough data
8.3
6
|
Verified
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
Plotly Dash Enterprise and Vertex AI are categorized as Data Science and Machine Learning Platforms
Unique Categories
Plotly Dash Enterprise is categorized as Embedded Business Intelligence, Analytics Platforms, Predictive Analytics, and Big Data Analytics
Vertex AI is categorized as Large Language Model Operationalization (LLMOps), Generative AI Infrastructure, MLOps Platforms, Machine Learning, AI Agent Builders, and Low-Code Machine Learning Platforms
Reviews
Reviewers' Company Size
Plotly Dash Enterprise
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Vertex AI
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
16.7%
Retail
5.6%
Research
5.6%
Oil & Energy
5.6%
Information Technology and Services
5.6%
Other
61.1%
Computer Software
17.7%
Information Technology and Services
13.9%
Financial Services
7.0%
Retail
3.8%
Hospital & Health Care
3.4%
Other
54.2%
Alternatives
Discussions
Does Dash have a GUI?
1 Comment
JZ
Hi there, yes Dash does! For easy styling, our GUI, Dash Enterprise Design Kit lets you easily arrange, style, and customize Dash apps so that they can be...Read more
So Dash is open-source?
1 Comment
JZ
Dash is an open-core library, but Plotly also offers Dash Enterprise, which extends that core capability to make web apps more functional and easier to...Read more
is dash being used as an official application by a big company?
1 Comment
JZ
Hi Nir, thanks for your question! Dash is used by Fortune 500 companies in numerous industries like pharma, finance, energy, manufacturing, HR, and retail....Read more
What is Google Cloud AI Platform used for?
2 Comments
KS
Google cloud AI Platform enables us to build Machine learning models, that works on any type and any size of data. Read more
What software libraries does cloud ML engine support?
2 Comments
JP
It's supporting approx all trending libraries.Read more
What is Google AI platform?
1 Comment
ZM
The Google AI Platform is a comprehensive set of tools and services provided by Google Cloud to develop, deploy, and manage artificial intelligence. It...Read more
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