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Compare Spotfire Analytics and Vertex AI 
Featured Products
At a Glance
Market Segments
Enterprise (51.4% of reviews)
Small-Business (41.2% of reviews)
Entry-Level Pricing
Free Trial
Pay As You Go Per Month
Spotfire Analytics
Star Rating
(363)4.2 out of 5
Market Segments
Enterprise (51.4% of reviews)
Pros & Cons
Entry-Level Pricing
Free Trial
Browse all 2 pricing plansVertex AI
Star Rating
(596)4.3 out of 5
Market Segments
Small-Business (41.2% of reviews)
Pros & Cons
Entry-Level Pricing
Pay As You Go Per Month
Free Trial is available
Learn more about Vertex AISpotfire Analytics vs Vertex AI
When assessing the two solutions, reviewers found Vertex AI easier to use, set up, and administer. However, reviewers preferred doing business with Spotfire Analytics overall.
- Spotfire Analytics and Vertex AI both meet the requirements of our reviewers at a comparable rate.
- When comparing quality of ongoing product support, reviewers felt that Vertex AI is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Vertex AI over Spotfire Analytics.
Pricing
Entry-Level Pricing
Spotfire Analytics
Spotfire Free Trial
Free Trial
Try Spotfire for yourself and visualize your data unlike ever before.
Spotfire is the most complete visual data science solution in the market. Take advantage of this data visualization free trial offer today, and see how easy it is to discover new insights from your data.
- https://buy.spotfire.com/try/
Vertex 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
Spotfire Analytics
Free Trial is available
Vertex AI
Free Trial is available
Ratings
Meets Requirements
8.6
284
8.6
361
Ease of Use
8.1
285
8.2
370
Ease of Setup
7.7
138
8.1
293
Ease of Admin
7.8
112
7.9
142
Quality of Support
7.8
249
8.1
337
Has the product been a good partner in doing business?
8.4
111
8.2
136
Product Direction (% positive)
7.9
281
9.2
355
Features by Category
Reports
8.3
192
|
Verified
Not enough data
7.9
184
|
Verified
Not enough data
8.8
209
|
Verified
Not enough data
8.1
170
|
Verified
Not enough data
8.7
199
|
Verified
Not enough data
Self Service
8.5
198
|
Verified
Not enough data
8.6
204
|
Verified
Not enough data
8.3
186
|
Verified
Not enough data
7.8
179
|
Verified
Not enough data
7.8
168
|
Verified
Not enough data
7.4
140
|
Verified
Not enough data
Advanced Analytics
8.0
156
|
Verified
Not enough data
8.9
203
|
Verified
Not enough data
8.1
156
|
Verified
Not enough data
Building Reports
8.5
113
|
Verified
Not enough data
8.2
105
|
Verified
Not enough data
8.0
84
|
Verified
Not enough data
8.0
85
|
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
8.3
192
|
Verified
Not enough data
7.9
184
|
Verified
Not enough data
8.8
209
|
Verified
Not enough data
8.1
170
|
Verified
Not enough data
8.7
199
|
Verified
Not enough data
Reports
8.6
6
Not enough data
8.1
6
Not enough data
7.8
6
Not enough data
Generative AI
8.3
6
Not enough data
8.1
6
Not enough data
Visualization
8.1
6
Not enough data
8.3
6
Not enough data
8.3
6
Not enough data
8.3
6
Not enough data
Data Updates
8.3
6
Not enough data
8.6
6
Not enough data
Collaboration
8.6
7
Not enough data
7.3
5
Not enough data
8.1
6
Not enough data
Data Updates
8.3
6
Not enough data
8.1
6
Not enough data
8.6
6
Not enough data
Reports
8.3
192
|
Verified
Not enough data
7.9
184
|
Verified
Not enough data
8.8
209
|
Verified
Not enough data
8.1
170
|
Verified
Not enough data
8.7
199
|
Verified
Not enough data
Data Preparation
8.4
71
|
Verified
Not enough data
7.8
65
|
Verified
Not enough data
Data Modeling and Blending
8.5
77
|
Verified
Not enough data
8.4
81
|
Verified
Not enough data
8.4
75
|
Verified
Not enough data
Generative AI
7.4
31
Not enough data
7.1
32
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
8.5
198
|
Verified
Not enough data
8.6
204
|
Verified
Not enough data
8.3
186
|
Verified
Not enough data
7.8
179
|
Verified
Not enough data
7.8
168
|
Verified
Not enough data
7.4
140
|
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
8.0
156
|
Verified
Not enough data
8.9
203
|
Verified
Not enough data
8.1
156
|
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
8.5
113
|
Verified
Not enough data
8.2
105
|
Verified
Not enough data
8.0
84
|
Verified
Not enough data
8.0
85
|
Verified
Not enough data
Reports
8.3
192
|
Verified
Not enough data
7.9
184
|
Verified
Not enough data
8.8
209
|
Verified
Not enough data
8.1
170
|
Verified
Not enough data
8.7
199
|
Verified
Not enough data
Self Service
8.5
198
|
Verified
Not enough data
8.6
204
|
Verified
Not enough data
8.3
186
|
Verified
Not enough data
7.8
179
|
Verified
Not enough data
7.8
168
|
Verified
Not enough data
7.4
140
|
Verified
Not enough data
Building Reports
8.5
113
|
Verified
Not enough data
8.2
105
|
Verified
Not enough data
8.0
84
|
Verified
Not enough data
8.0
85
|
Verified
Not enough data
Administration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Federation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Transformation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Administration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Capabilities
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Methodology
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
Deployment
Not enough data
8.3
73
Not enough data
8.1
74
Not enough data
8.3
74
Not enough data
8.3
71
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
169
Model Development
Not enough data
8.4
202
Not enough data
7.9
179
Not enough data
8.4
199
Feature Not Available
8.5
202
Model Development
Not enough data
8.2
164
Machine/Deep Learning Services
Not enough data
8.2
199
Not enough data
8.4
195
Not enough data
8.2
194
Not enough data
8.2
177
Machine/Deep Learning Services
Not enough data
8.5
164
Not enough data
8.4
162
Deployment
Not enough data
8.2
194
Not enough data
8.3
194
Not enough data
8.5
193
Generative AI
Not enough data
8.2
101
Not enough data
8.2
101
Not enough data
8.1
102
Agentic AI - Data Science and Machine Learning Platforms
Not enough data
8.0
33
Not enough data
7.8
33
Not enough data
7.6
33
Not enough data
7.8
33
Not enough data
8.4
33
Not enough data
7.7
33
Not enough data
7.8
33
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
8.0
29
Not enough data
7.7
29
Not enough data
7.9
28
Integration and Extensibility - Generative AI Infrastructure
Not enough data
8.4
28
Not enough data
8.2
29
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
8.4
66
Learning - Machine Learning
Not enough data
8.5
65
Not enough data
8.3
64
Not enough data
8.8
65
Large Language Model Operationalization (LLMOps)Hide 15 FeaturesShow 15 Features
Not enough data
8.9
23
Prompt Engineering - Large Language Model Operationalization (LLMOps)
Not enough data
8.8
22
Not enough data
8.9
22
Inference Optimization - Large Language Model Operationalization (LLMOps)
Not enough data
8.8
22
Model Garden - Large Language Model Operationalization (LLMOps)
Not enough data
9.2
22
Custom Training - Large Language Model Operationalization (LLMOps)
Not enough data
9.0
22
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
22
Not enough data
8.7
21
Guardrails - Large Language Model Operationalization (LLMOps)
Not enough data
9.0
21
Not enough data
8.8
21
Model Monitoring - Large Language Model Operationalization (LLMOps)
Not enough data
8.7
21
Not enough data
9.0
21
Security - Large Language Model Operationalization (LLMOps)
Not enough data
9.1
22
Not enough data
8.9
22
Gateways & Routers - Large Language Model Operationalization (LLMOps)
Not enough data
8.9
22
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
Agentic AI - AWS Marketplace
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
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
6.9
6
Not enough data
8.6
7
Not enough data
Not enough data
Not enough data
Data Analysis
8.9
9
Not enough data
8.9
9
Not enough data
Decision Making
8.3
8
Not enough data
9.0
8
Not enough data
9.5
10
Not enough data
7.9
8
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Spotfire Analytics and Vertex AI are categorized as Data Science and Machine Learning Platforms and Machine Learning
Unique Categories
Spotfire Analytics is categorized as Stream Analytics, Embedded Business Intelligence, Analytics Platforms, Predictive Analytics, Data Visualization, Data Virtualization, Statistical Analysis, and AWS Marketplace
Vertex AI is categorized as Large Language Model Operationalization (LLMOps), Generative AI Infrastructure, MLOps Platforms, AI Agent Builders, and Low-Code Machine Learning Platforms
Reviews
Reviewers' Company Size
Spotfire Analytics
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
Oil & Energy
21.3%
Information Technology and Services
10.1%
Pharmaceuticals
5.2%
Education Management
4.6%
Financial Services
4.3%
Other
54.6%
Computer Software
17.4%
Information Technology and Services
13.8%
Financial Services
7.0%
Retail
3.8%
Hospital & Health Care
3.4%
Other
54.5%
Alternatives
Discussions
Is Tibco Spotfire free?
2 Comments
JB
NoRead more
What is most like Tibco Spotfire?
1 Comment
SA
TIBCO Spotfire provides excellent visualization and reporting capability as a BI tool. It enables connections to various data sources and advanced...Read more
What's New In Tibco Spotfire?
1 Comment
Official Response from Spotfire Analytics
If you want to see the latest in Spotfire, you can check out our "What's New" page on the Spotfire community:...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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