What is Google Vertex AI used for?

Google Vertex AI is a Google Cloud platform for building, tuning and deploying machine learning and generative AI models and agents. It is a good fit for enterprises deploying generative AI on Google Cloud, and data science teams training and serving models.

How much does Google Vertex AI cost?

Google Vertex AI is a paid product with no free plan.

Is Google Vertex AI open source?

No. Google Vertex AI is proprietary (closed-source) software and can't be self-hosted. Open-source alternatives to Google Vertex AI include SGLang, MLflow and KubeDL.

What are some alternatives to Google Vertex AI?

Google Vertex AI competes with Amazon SageMaker, Amazon Bedrock and Azure Machine Learning. For open-source options, see Enlisted's ranked list of open-source Google Vertex AI alternatives.

Google Vertex AI: features, pricing and alternatives

About Google Vertex AI

Vertex AI is Google Cloud's managed platform for developing and running machine learning and generative AI applications. Its homepage now carries the name Gemini Enterprise Agent Platform, formerly Vertex AI, and describes a platform where developers build, scale, govern and optimize agents.

The platform brings model access, tuning and deployment into the Google Cloud environment, so teams can move from experimentation to production without assembling separate tooling. It is used for traditional machine learning as well as generative models, and it ties into the surrounding Google Cloud services for data, security and billing.

Vertex AI is a proprietary, cloud-only service operated by Google. It is billed through Google Cloud and is aimed at enterprises and developers already working in that ecosystem.

Key features

Managed training and tuning of models
Deployment of models to managed endpoints
Generative AI model access on Google Cloud
Agent building and governance tooling
Integration with Google Cloud data services

Good fit for

→Enterprises deploying generative AI on Google Cloud
→Data science teams training and serving models

Tags: mlops; generative-ai; google-cloud; model-deployment; ai-agents; managed-service; ai-infrastructure

Google Vertex AI: questions and answers

What is Google Vertex AI used for?: Google Vertex AI is a Google Cloud platform for building, tuning and deploying machine learning and generative AI models and agents. It is a good fit for enterprises deploying generative AI on Google Cloud, and data science teams training and serving models.
How much does Google Vertex AI cost?: Google Vertex AI is a paid product with no free plan.
Is Google Vertex AI open source?: No. Google Vertex AI is proprietary (closed-source) software and can't be self-hosted. Open-source alternatives to Google Vertex AI include SGLang, MLflow and KubeDL.
What are some alternatives to Google Vertex AI?: Google Vertex AI competes with Amazon SageMaker, Amazon Bedrock and Azure Machine Learning. For open-source options, see Enlisted's ranked list of open-source Google Vertex AI alternatives.