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Vertex AI Reviews & Insights

Score8.6 out of 10

39 Reviews and Ratings

Top industries

Based on 5,393 HG Insights installations.

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Community Insights for Vertex AI

Synthesised from 5 verified reviews.


Synthesised from 5 reviews | Last Published May 27, 2026


Vertex AI is primarily utilized for advanced machine learning, automation, and integration across various operational tasks. In TrustRadius reviews, users leverage its robust capabilities to streamline daily operations, including security workflows and Python notebook scheduling. Its comprehensive suite of machine learning tools, featuring pre-trained and generative AI models, is a significant advantage, with 3 of 5 reviewers highlighting its effectiveness. The platform's flexibility also enables quick adjustments and multi-purpose use.

Reviewers frequently note positive impacts on business objectives, citing cost savings from its pay-as-you-go model and improved efficiency through faster model training. However, the platform presents a steep learning curve and complex user interface for new users. Concerns also exist regarding its cost structure and occasional performance issues, such as slow instance startup. Overall, reviewers find Vertex AI a powerful but demanding tool.


  • Automates daily operational tasks and security workflows
  • Offers comprehensive machine learning tools, including pre-trained and generative AI models
  • Provides flexibility and ease of integration with diverse systems
  • Generates cost savings through pay-as-you-go pricing and AutoML
  • Improves efficiency and speed in model training and task execution
  • Features a steep learning curve for new users
  • Has a complex user interface that can be challenging to navigate
  • Incurs high costs and token expenses for some operations
  • Experiences slow instance startup times
  • May offer insufficient computing power for complex scripting tasks
What positive or negative impact (i.e. Return on Investment or ROI) has Vertex AI had on your overall business objectives?

From 5 reviews | Last Published May 27, 2026

Vertex AI has positively impacted business objectives by enhancing operational efficiency and reducing costs for organizations. Three of five reviewers specifically highlighted the platform's ability to generate cost savings, attributing this to its pay-as-you-go pricing model and the inclusion of pre-trained models within its AutoML capabilities. These features are reported to decrease infrastructure expenses and optimize the time spent on model development and selection. Concurrently, 3 of 5 reviewers also noted significant improvements in efficiency and speed, observing faster processes for tasks such as obtaining specific images for marketing initiatives and reducing overall model training times. The platform's rapid processing capabilities are consistently cited as a key benefit, contributing to quicker delivery of results.

Cost Savings

reduce infra cost for developing products

Efficiency and Speed

It has helped speed up the process of getting the exact image we need for our various marketing initiatives.

Besides Vertex AI, what other software do you regularly use? How likely would you be to recommend it to a friend or colleague?

From 5 reviews | Last Published May 27, 2026

Reviewers frequently integrate a range of artificial intelligence tools into their workflows, often alongside Vertex AI. A significant majority, 4 of 5 reviewers, specifically mentioned using ChatGPT, indicating its prominent role in the current AI landscape. This widespread adoption positions ChatGPT as a common complementary tool, frequently appearing alongside other specialized AI platforms such as Microsoft Copilot, Anthropic Claude, and Google Cloud Dialogflow. While its consistent presence across diverse professional contexts suggests it has become a standard component in many AI-driven operations, the specific nature of its integration and user satisfaction is not uniformly articulated, reflecting a mixed sentiment regarding its overall contribution or preferred application within these multi-tool environments. The consistent mention of ChatGPT underscores its perceived utility, even if its precise benefits or challenges are not detailed in these specific references.

ChatGPT Usage

ChatGPT, Microsoft Copilot, OpenAI API Platform

Please provide some detailed examples of areas where Vertex AI has room for improvement.

From 5 reviews | Last Published May 27, 2026

Reviewers identified several areas where Vertex AI could be improved, primarily concerning its usability, cost, and performance. The most frequently cited concern, noted by 3 out of 5 reviewers, is the platform's learning curve and the complexity of its user interface. This often makes the system challenging for new users to navigate and master. Beyond usability, 2 out of 5 reviewers expressed reservations about the cost and pricing structure, particularly regarding token expenses, suggesting that the platform can be expensive to operate. A similar proportion of reviewers, 2 out of 5, also highlighted issues with performance and computing power, reporting that the platform can be slow to start instances and may offer insufficient power for more complex scripting tasks. These observations collectively indicate opportunities for enhancement in user accessibility, economic efficiency, and operational responsiveness.

Learning Curve and UI Complexity

To really master their UI, it does take some training. There's a lot of options.

Cost and Pricing

It's expensive to use. The cost could be a bit lower for tokens.

Performance and Computing Power

Computing Power is very less for little more complex scripts

Please provide some detailed examples of things that Vertex AI does particularly well.

From 5 reviews | Last Published May 27, 2026

Reviewers frequently highlight Vertex AI's robust capabilities in automation, machine learning, and integration. The platform is particularly valued for its ability to streamline operations, with 3 of 5 reviewers noting its effectiveness in automating daily tasks and security workflows. This automation extends to scheduling Python notebooks, enhancing operational efficiency. Furthermore, its comprehensive suite of machine learning tools, including access to pre-trained models and generative AI models, is a significant advantage, cited by 3 of 5 reviewers. The platform's flexibility and ease of integration with various other systems also contribute to its positive reception, as mentioned by 2 of 5 reviewers, allowing for quick adjustments and multi-purpose use across different environments.

Automation Capabilities

To automate the daily checklist in our daily tasks Vertex AI will complete it within a minute

Machine Learning Models & Tools

machine learning management

Integration and Flexibility

Integration to various platforms for multi-purpose

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