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TL;DR - Google Vertex AI
- Google Vertex AI is a unified ML platform for building, deploying, and managing AI models
- It provides AutoML, custom training, model registry, and deployment to endpoints
- Pay-per-use pricing based on compute resources and predictions
Pricing: Paid only
Best for: Enterprises & pros
Score: 86/100
Pros & Cons
Pros
- Unified ML platform
- AutoML included
- Good model management
- Gemini integration
- Feature store
Cons
- Expensive
- Complex pricing
- Learning curve
- Vendor lock-in
- Documentation gaps
Key Features
ML platformAutoMLModel trainingPredictionMLOpsGoogle Cloud
Pricing Plans
Free TrialFree Tier
Free
- $300 free credits for 90 days
- 5 GB online prediction/month
- Limited custom training hours
- Vertex AI Studio access
Pay-as-you-go
Usage-based
- AutoML: ~$3.47/node hour
- Custom models: ~$0.22/hour
- Forecasting: $0.20/1K data points
- Image generation: $0.13-0.24/image
About Google Vertex AI
By Toolradar Team·
Vertex AI is Google's unified platform for machine learning. Train models, deploy endpoints, use pre-trained APIs—ML infrastructure from a company with deep AI expertise.
The MLOps capabilities are comprehensive. Pre-trained models are available. The Gemini models are accessible here.
Organizations wanting enterprise ML platform choose Vertex AI for Google's ML infrastructure and expertise.
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Google Vertex AI FAQ
Is Vertex AI free?
Vertex AI offers free trial credits for new users. Ongoing costs are usage-based depending on compute, storage, and model inference volumes.
What is Vertex AI?
Vertex AI is Google Cloud's unified machine learning platform. It provides tools for training, deploying, and managing ML models, including AutoML for automated model building.
Vertex vs SageMaker?
Both are comprehensive ML platforms from major cloud providers. Vertex AI integrates with GCP while SageMaker is for AWS. Choose based on your existing cloud infrastructure.
Source: cloud.google.com