r9gd.48xlarge vs trn2.48xlarge

Instance Typer9gd.48xlargetrn2.48xlarge
Instance FamilyMemory optimizedMachine Learning ASIC
DetailsHigh-performance databases, data mining/analysis, in-memory databases, distributed large-scale caches, real-time processing apps for unstructured big data, Hadoop/Spark clusters, and other enterprise apps.

r – RAM / memory optimized
9 – Generation
g – AWS Graviton processor
d – Instance store volume
48xlarge – Size
Machine Learning (ML) training

trn – AWS Trainium
2 – Generation
48xlarge – Size
vCPUs192192
Memory1536 GiB2048 GiB
CPU Architecturearm64x86_64
ProcessorAWS Graviton5 ProcessorIntel Xeon Scalable (Sapphire Rapids)
Clock Speed3.3 GHz3.5 GHz
Threads Per Core12
Accelerators
GPUnono
GPUs16
Inference Acceleratornono
Accelerator Memory15363 GiB
FPGAnono
Instances
Sizesr9gd.12xlarge, r9gd.16xlarge, r9gd.24xlarge, r9gd.2xlarge, r9gd.48xlarge, r9gd.4xlarge, r9gd.8xlarge, r9gd.large, r9gd.medium, r9gd.metal-48xl, r9gd.xlargetrn2.48xlarge
Generationsr8gd.48xlarge, r9gd.48xlarge
Variantsr9g.48xlarge
SageMakerml.trn2.48xlarge
Free Tiernono
Burstablenono
Hibernationnono
Instance Storage3 x 3800 NVMe SSDEBS only
EBS (Elastic Block Store)
EBS Optimizeddefaultdefault
Encryptionsupportedsupported
NVMerequiredrequired
Dedicated Throughput72000 MBps81920 MBps
Optimized Baseline Bandwidth72000 Mbps80000 Mbps
Optimized Baseline Throughput9000 Mbps10000 Mbps
Optimized Baseline Performance288000 IOPS260000 IOPS
Optimized Max Performance288000 IOPS260000 IOPS
Optimized Max Bandwidth72000 Mbps80000 Mbps
Optimized Max Throughput9000 Mbps10000 Mbps
Networking
Networking Performance100 Gigabit3200 Gigabit
Enhanced Networkingyesyes
Max Interfaces2432
Max Cards116
IPv4 Addresses per Interface6450
IPv6 Addresses per Interface6450
IPv6 Supportyesyes
ENA Supportrequiredrequired
EFA Supportyesyes
EFA Max Interfaces116
Encryption in Transit Supportyesyes
ENA SRD Supportyesno
Avg Price Diff1.00x6.39x

Regional Prices

US Dollar ($)
Per Hour
Linux
Shared Tenancy
On Demand
Geography
Region
r9gd.48xlarge
trn2.48xlarge
Asia PacificAsia Pacific (Hyderabad) (ap-south-2)n/a103.1570
HiddenHidden (hidden-1)18.4762n/a
USUS East (Ohio) (us-east-2)15.3773n/a
USUS East (Virginia) (us-east-1)15.3773n/a
USUS West (Oregon) (us-west-2)15.3773n/a
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