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Google Cloud Vertex AI Logo Award Winner Product Badge
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Google Cloud Vertex AI

Composite Score
8.7 /10
CX Score
8.9 /10
Category
Google Cloud Vertex AI
8.7 /10

What is Google Cloud Vertex AI?

Cloud Machine Learning Engine is a managed service that lets developers and data scientists build and run superior machine learning models in production. Cloud ML Engine offers training and prediction services, which can be used together or individually. It has been used by enterprises to solve problems ranging from identifying clouds in satellite images, ensuring food safety, and responding four times faster to customer emails. The training and prediction services within ML Engine are now referred to as AI Platform Training and AI Platform Prediction.

Company Details


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Awards & Recognition

Google Cloud Vertex AI won the following awards in the Machine Learning Platforms category

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Google Cloud Vertex AI Ratings

Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard to access more information on Google Cloud Vertex AI.

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

89 Likeliness to Recommend

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Since last award

100 Plan to Renew

1
Since last award

76 Satisfaction of Cost Relative to Value

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Since last award


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Emotional Footprint Overview

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

+92 Net Emotional Footprint

The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.

How much do users love Google Cloud Vertex AI?

3% Negative
3% Neutral
94% Positive

Pros

  • Inspires Innovation
  • Performance Enhancing
  • Effective Service
  • Respectful

Feature Ratings

Average 81

Model Training

83

Data Exploration and Visualization

82

Data Labeling

82

Feature Engineering

82

Explainability

82

Data Ingestion

81

Openness and Flexibility

81

Pre-Packaged AI/ML Services

81

Model Monitoring and Management

81

Algorithm Diversity

80

Data Pre-Processing

80

Vendor Capability Ratings

Average 78

Quality of Features

82

Ease of Data Integration

81

Ease of Implementation

81

Ease of Customization

81

Ease of IT Administration

79

Business Value Created

78

Breadth of Features

77

Vendor Support

77

Availability and Quality of Training

76

Product Strategy and Rate of Improvement

75

Usability and Intuitiveness

74

Google Cloud Vertex AI Reviews

Puneet S.

  • Role: Information Technology
  • Industry: Engineering
  • Involvement: IT Leader or Manager
Validated Review
Verified Reviewer

Submitted Mar 2024

Interactive Platform for Beginners

Likeliness to Recommend

8 /10

What differentiates Google Cloud Vertex AI from other similar products?

Vertex AI from Google Cloud stands out due to its user-friendly interface, making machine learning accessible even to those without extensive expertise. Its advanced Auto ML features empower users to create high-quality models effortlessly, saving time and resources. Additionally, Vertex AI's seamless integration with Google Cloud services streamlines the entire ML workflow, enhancing efficiency and collaboration.

What is your favorite aspect of this product?

As a user I really appreciate Vertex AI's ability to democratize machine learning. Its user-friendly interface and powerful Auto ML features make complex tasks accessible to everyone, regardless of their expertise. Moreover, Vertex AI's seamless integration with Google Cloud services simplifies the entire process, allowing users to focus on innovation rather than logistical challenges.

What do you dislike most about this product?

One common concern could be the learning curve associated with leveraging its full potential. Despite its user-friendly interface, mastering all the features and capabilities might require significant time and effort, especially for those new to machine learning. Overall, while Vertex AI offers impressive capabilities, addressing these potential challenges could further enhance its accessibility and user satisfaction.

What recommendations would you give to someone considering this product?

Firstly understand why do you need this product, check weather your requirements are met by using this product. Experiment with the free tier or trial options to get a feel for how Vertex AI aligns with your specific use cases. Additionally, don't hesitate to reach out to the community or seek guidance from experts if you encounter any challenges or have questions. Collaborating with others can provide valuable insights and support as you navigate the learning curve.

Pros

  • Continually Improving Product
  • Saves Time
  • Fair
  • Transparent

Vijayraj H.

  • Role: Information Technology
  • Industry: Technology
  • Involvement: End User of Application
Validated Review
Verified Reviewer

Submitted Mar 2024

Streamlined and Powerful, star AI platform

Likeliness to Recommend

10 /10

What differentiates Google Cloud Vertex AI from other similar products?

Google Cloud Vertex AI distinguishes itself through its comprehensive suite of features, offering a unified environment for ML development, advanced AutoML capabilities, seamless integration with Google Cloud services, scalability, and robust monitoring functionality.

What is your favorite aspect of this product?

A standout feature of Google Vertex AI is its powerful AutoML capabilities, which enable users to create custom machine learning models with ease. This empowers developers with varying levels of expertise to leverage advanced machine learning techniques and create high-quality models tailored to their specific needs and requirements.

What do you dislike most about this product?

One aspect of Google Vertex AI that users may find challenging is the complexity of its pricing structure. Understanding and managing costs within the Google Cloud ecosystem, including Vertex AI, can be intricate and potentially lead to unexpected expenses if not carefully monitored. Additionally, users might find it difficult to predict and optimize their expenditure, especially when dealing with fluctuating resource usage or scaling requirements within their machine learning projects.

Pros

  • Continually Improving Product
  • Reliable
  • Performance Enhancing
  • Unique Features

Tushar M.

  • Role: Information Technology
  • Industry: Technology
  • Involvement: IT Development, Integration, and Administration
Validated Review
Verified Reviewer

Submitted Mar 2024

Powerful but pricey AI solution.

Likeliness to Recommend

10 /10

What differentiates Google Cloud Vertex AI from other similar products?

Google Cloud Vertex stands out due to its streamlined workflow for machine learning tasks offering autoML capabilities, pre-trained models, and unified Al platform integration. It’s ease of use, scalability, and comprehensive feature set distinguish, making AI development accessible and efficient for business of all size.

What is your favorite aspect of this product?

My favourite aspect of Google Cloud Vertex AI is its user friendly interface and seamless integration, making complex AI tasks accessible to everyone.

What do you dislike most about this product?

The pricing structure can be complex and potentially expensive for heavy usage, limiting accessibility for smaller businesses or startups.

What recommendations would you give to someone considering this product?

For optimal utilisation, I recommend thoroughly exploring the pricing structure, leveraging available documentation and supports resources, and starting with smaller scale projects to gauge cost effectiveness and suitability for a specific needs.

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Enables Productivity

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