azure-compute

To choose the right Azure VM size, you define your workload requirements, performance needs, and budget constraints. The skill then recommends appropriate Virtual Machines or VMSS configurations based on those specific parameters.

Yes, you can estimate Azure VM costs without an account. The skill uses the unauthenticated Azure Retail Prices API and public Microsoft documentation to provide pricing and configuration information.

Azure VMSS provide autoscaling and high availability by automatically adjusting capacity, while single VMs do not. The skill helps determine when to use autoscaling, load-balanced VMs, and VMSS for your scenario.

You compare Azure VM families by evaluating recommendations for your workload. The skill offers comparisons between VM families, sizes, and pricing tiers, highlighting trade-offs between cost, performance, and scalability.

Yes, it recommends Azure VMs for machine learning and HPC workloads. It suggests optimal VM or VMSS configurations for various workloads including web, database, ML, batch, and HPC based on your requirements.

Using the public Azure Retail Prices API provides retail pricing without requiring authentication, but may not reflect negotiated enterprise discounts. The skill uses this API to deliver cost estimates and trade-off analysis for budget planning.