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Cloud GPU Instance Estimator

Map model memory profiles directly to physical AWS, GCP, and Azure cloud instance types. Budget hosting parameters based on active serving schedules.

Capacity Parameters

Configure your memory footprint and operational schedules.

80 GB
Minimum GPU memory needed to hold model weights + active KV-caches.
730 hrs
Active serving duration (730 hours equals 24/7 continuous operations).
Recommended Optimal Tier

AWS g5.12xlarge

Fits VRAM needs with the lowest hourly budget footprints.

Hourly Cost $5.67 / hr
Est. Monthly Cost $4,139 / mo

Cloud Provider Tiers