You can choose from more than one base model in Speech service. Each model name contains the date when it was added. When you start training a custom model, use the most recent model to get the best accuracy. Older base models are still available for some time after a new model is made available. You can continue using the model that you've worked with until it is retired (see Model and endpoint lifecycle). We still recommend that you switch to the latest base model for better accuracy.