Google Cloud → AWS and Azure
AWS and Azure equivalents of Agent Platform tabular forecasting
The closest AWS equivalents of Google Cloud Agent Platform tabular forecasting are Amazon Forecast and Amazon SageMaker Canvas; on Azure, Azure ML automated ML (AutoML).
About Agent Platform tabular forecasting
| Provider | Google Cloud |
|---|---|
| Status | Generally available |
| What it is | AutoML and other tabular workflows for time-series forecasting. |
| Documentation | docs.cloud.google.com |
| Pricing | Official pricing page |
Mappings (1)
| Capability | AWS | Match (GCP vs AWS) | Azure |
|---|---|---|---|
| Time-series forecasting | Amazon Forecast Maintenance, Amazon SageMaker Canvas | Direct match | Azure ML automated ML (AutoML) |
Time-series forecasting Direct match
Amazon Forecast (in maintenance) maps to Agent Platform tabular forecasting and to BigQuery ML forecasting (ARIMA_PLUS and the TimesFM foundation model).
- TimesFM is pretrained, so AI.FORECAST forecasts from SQL without training your own model.
- Forecast is closed to new customers on AWS; SageMaker Canvas is the AWS path.