Instances›AWS EC2›r7i›r7i.48xlarge
Compute
vCPUs192
Memory1536 GiB
Mem / vCPU8.00 GiB
ProcessorXeon Scalable
Clock speed3.2 GHz
Architecturex86_64
Storage
TypeEBS only
Bandwidth40,000 Mbps
Throughput5000 MB/s
IOPS240,000
Networking
Performance50 Gigabit
Max ENIs15
IPv6Yes
GPUNone
Family sizes
r7i.large2 vCPU · 16 GiB
r7i.xlarge4 vCPU · 32 GiB
r7i.2xlarge8 vCPU · 64 GiB
r7i.4xlarge16 vCPU · 128 GiB
r7i.8xlarge32 vCPU · 256 GiB
r7i.12xlarge48 vCPU · 384 GiB
r7i.16xlarge64 vCPU · 512 GiB
r7i.24xlarge96 vCPU · 768 GiB
r7i.metal-24xl96 vCPU · 768 GiB
r7i.48xlarge192 vCPU · 1536 GiB
r7i.metal-48xl192 vCPU · 1536 GiB
r7i.48xlarge

The r7i.48xlarge 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, "7" is the generation, "i" marks Intel processors and "48xlarge" is the size within the r7i family. It runs on Intel Xeon Scalable (Sapphire Rapids) at 3.2 GHz, and AWS introduced it in October 2023. AWS has since shipped r8i and r9g; r8i.48xlarge is the direct replacement at this size, scoring 4,143,736 CoreMark/s against this instance's 3,921,435 — roughly 6% more throughput for the same vCPU count. Spot's node ladder tops out below this size, so r7i.48xlarge becomes 12 × mh.vs1.2xlarge (192 vCPU, 1536 GiB combined), $12.70/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.

Match qualityScale-out match

r7i.48xlarge gives you 192 vCPU and 1,536 GiB in a single machine. The largest comparable Spot node, mh.vs1.2xlarge, is 16 vCPU and 128 GiB, so the equivalent here is 12 nodes rather than one.

Spot runs as managed Kubernetes, so a 12-node pool is the normal way to run things rather than a workaround. If your workload already sits behind a load balancer, a queue or a scheduler, it spreads across them without changes. If it needs all 192 cores and 1,536 GiB in one process, it does not.

Pricing by region
1 hr
RegionAWS on-demandAWS Spot1-yr Reserved3-yr ReservedRackspace SpotYou save
US East, N. Virginia$12.701$3.808$8.402$5.761$0.252
$12.449 savings
US Central, Chicagono AWS region$0.252
US Central, Dallasno AWS region$1.572
Hong Kong$0.252
Sydney, Australia$15.221$5.681$10.057$6.916$0.252
$14.969 savings
London, UK$14.918$1.492$9.891$6.744$1.572
$13.346 savings
US West, San Jose$14.112$4.296$9.335$6.401$0.024
$14.088 savings
US Central, Dallas 2no AWS region$2.904
When to use it
Good for
  • ●Large JVM heaps and application servers that hold state
  • ●OLAP and business intelligence query engines
  • ●Real-time analytics over hot datasets
  • ●Workloads that fit inside 1536 GiB of RAM
  • ●Parallel work that can occupy 192 vCPU
  • ●Network-heavy services — AWS rates this size at 50 Gigabit
  • ●Anything that shards cleanly across 12 nodes, which is how it maps onto Rackspace Spot
Avoid if
  • ●Starting a new deployment. r8i.48xlarge is the newer generation at this size.
  • ●The working set needs more than 1536 GiB of RAM
  • ●More than 8.00 GiB of RAM per vCPU is needed — that ratio is fixed for the whole family
  • ●The work is single-threaded. Most of these 192 vCPU would sit idle.
  • ●Local NVMe or instance-store disk is a hard requirement
  • ●GPU or FPGA acceleration is needed
Stop overpaying AWS. This compute costs $9,272/mo on AWS vs $184/mo on Rackspace Spot.
  • Spot sells spare capacity at market prices. It is the cheapest compute on the internet.
  • Prices are set by supply and demand. You pay what the market decides.
  • Compute is delivered as fully managed Kubernetes. All infrastructure is taken care of.
  • Egress costs $0.01/GB after the free allowance. AWS charges $0.09/GB.
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