Instances›AWS EC2›r7i›r7i.16xlarge
Compute
vCPUs64
Memory512 GiB
Mem / vCPU8.00 GiB
ProcessorXeon Scalable
Clock speed3.2 GHz
Architecturex86_64
Storage
TypeEBS only
Bandwidth20,000 Mbps
Throughput2500 MB/s
IOPS80,000
Networking
Performance25 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.16xlarge

The r7i.16xlarge pairs 64 vCPU with 512 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 "16xlarge" 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.16xlarge is the direct replacement at this size, scoring 1,615,754 CoreMark/s against this instance's 1,431,874 — roughly 13% more throughput for the same vCPU count. Spot's node ladder tops out below this size, so r7i.16xlarge becomes 4 × mh.vs1.2xlarge (64 vCPU, 512 GiB combined), $4.23/hr on AWS in US East (N. Virginia), from $0.084/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.16xlarge gives you 64 vCPU and 512 GiB in a single machine. The largest comparable Spot node, mh.vs1.2xlarge, is 16 vCPU and 128 GiB, so the equivalent here is 4 nodes rather than one.

Spot runs as managed Kubernetes, so a 4-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 64 cores and 512 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$4.234$1.259$2.800$1.920$0.084
$4.150 savings
US Central, Chicagono AWS region$0.084
US Central, Dallasno AWS region$0.524
Hong Kong$0.084
Sydney, Australia$5.074$2.199$3.353$2.305$0.084
$4.990 savings
London, UK$4.973$1.542$3.297$2.248$0.524
$4.449 savings
US West, San Jose$4.704$0.829$3.112$2.134$0.008
$4.696 savings
US Central, Dallas 2no AWS region$0.968
When to use it
Good for
  • ●In-memory caches such as Redis and Memcached
  • ●Large JVM heaps and application servers that hold state
  • ●OLAP and business intelligence query engines
  • ●Workloads that fit inside 512 GiB of RAM
  • ●Parallel work that can occupy 64 vCPU
  • ●Network-heavy services — AWS rates this size at 25 Gigabit
  • ●Anything that shards cleanly across 4 nodes, which is how it maps onto Rackspace Spot
Avoid if
  • ●Starting a new deployment. r8i.16xlarge is the newer generation at this size.
  • ●The working set needs more than 512 GiB of RAM
  • ●Local NVMe or instance-store disk is a hard requirement
  • ●GPU or FPGA acceleration is needed
  • ●CPU-bound work. You are paying for memory this workload will not use.
  • ●More than 8.00 GiB of RAM per vCPU is needed — that ratio is fixed for the whole family
Stop overpaying AWS. This compute costs $3,091/mo on AWS vs $61/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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