The r8gd.metal-48xl pairs 192 vCPU with 1536 GiB of RAM, the 8.00 GiB-per-vCPU ratio that marks a memory-optimized instance. In the name, "r" stands for RAM, "8" is the generation, "gd" marks AWS Graviton (ARM) processors and local NVMe storage and "metal-48xl" is the size within the r8gd family. It runs on AWS Graviton4 Processor at 2.7 GHz, and AWS introduced it in April 2025. AWS has since shipped r9gd; r9gd.metal-48xl is the direct replacement at this size. Spot's node ladder tops out below this size, so r8gd.metal-48xl becomes 12 × mh.vs1.2xlarge (192 vCPU, 1536 GiB combined), $14.11/hr on AWS in US East (N. Virginia), from $0.252/hr on Rackspace Spot. Spot delivers compute as managed Kubernetes, so a node pool of that size is the native shape of the answer rather than a workaround — provided the workload scales horizontally.
| Region | AWS on-demand | AWS Spot | 1-yr Reserved | 3-yr Reserved | Rackspace Spot | You save |
|---|---|---|---|---|---|---|
| US East, N. Virginia | $14.108 | $13.903 | $0.252 | $13.856 savings | ||
| US Central, Chicago | no AWS region | $0.252 | ||||
| US Central, Dallas | no AWS region | $1.572 | ||||
| Hong Kong | $17.148 | $0.252 | $16.896 savings | |||
| Sydney, Australia | $16.235 | $2.393 | $0.252 | $15.983 savings | ||
| London, UK | $16.558 | $1.656 | $1.572 | $14.986 savings | ||
| US West, San Jose | $15.873 | $1.587 | $0.024 | $15.849 savings | ||
| US Central, Dallas 2 | no AWS region | $2.904 |