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Vertex AI
$0.0001/Generative AI$0.05/node hour for AutoML Models$0.03/run for Vertex AI Pipelines
Vertex AI is Google Cloud’s fully managed, unified AI platform that enables developers and data scientists to build, deploy, and scale machine learning models, including generative AI applications, with ease.
Specs:
Difficulty Level
Medium
Integration Complexity
Medium
Time to Value
Days
Technical Expertise Required
Technical
Comprehensive AI platform with robust tools for both traditional machine learning and cutting-edge generative AI, integrated seamlessly with Google Cloud services.
Pricing can be complex and may become costly for large-scale deployments without careful resource management.
Organizations seeking a scalable and versatile AI platform to develop, deploy, and manage machine learning models and applications.
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Overview
Vertex AI is Google Cloud’s fully managed, unified AI platform that enables developers and data scientists to build, deploy, and scale machine learning models, including generative AI applications, with ease.The platform offers access to over 200 foundation models, including Google's Gemini, Imagen 3, and Chirp, as well as third-party models like Claude and Llama 3.2.With tools like Vertex AI Studio and Agent Builder, users can prototype, customize, and deploy AI models efficiently.Vertex AI also provides robust MLOps capabilities, including model monitoring, feature stores, and pipelines, ensuring streamlined workflows from experimentation to production.Whether you're developing predictive models or generative AI applications, Vertex AI's integration with Google Cloud services and support for open-source frameworks like TensorFlow and PyTorch make it a versatile choice for AI development.
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Best Use for:
Ideal for building and deploying custom ML models, developing generative AI applications, and implementing end-to-end MLOps workflows.
Pricing Breakdown
Here is the current pricing breakdown:
Starting Price
$0.0001/Generative AI$0.05/node hour for AutoML Models$0.03/run for Vertex AI Pipelines
Pricing Model
Pay per use
Free Tier
Yes
No
Free Trial
Yes
No
Enterprise Option
Yes
No
Industries
Finance & Banking
Healthcare & Medical
Retail & E-commerce
Manufacturing
Technology & SaaS
Department
Data & Analytics
IT & Security
Marketing & Content
Knowledge & Information Management
Use Cases
Knowledge Assessment
Predictive Modeling
AI Image Generation
Content Creation
Process Documentation
Project Reporting
Data Analysis
Tags
Machine Learning
Autonomous Agent
GenAI
Integrations
Google Cloud Developer Tools
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