x8g.2xlarge vs g4dn.2xlarge
| x8g.2xlarge | g4dn.2xlarge |
| Memory optimized | GPU instance |
| In-memory databases (like SAP HANA), big data engines (such as Apache Spark, Presto), high-performance computing (HPC), and memory-heavy enterprise apps. x – Extreme RAM / memory intensive 8 – Generation g – AWS Graviton processor 2xlarge – Size | Machine Learning (ML), 3D visualizations, graphics-heavy remote workstations, 3D rendering, application streaming, video encoding, and server-side graphics tasks. g – GPU (Graphics Processing Unit) 4 – Generation d – Instance store volume n – Network and EBS optimized 2xlarge – Size |
| 8 | 8 |
| 128 GiB | 32 GiB |
| arm64 | x86_64 |
| AWS Graviton4 Processor | Intel Xeon Family |
| 2.8 GHz | 2.5 GHz |
| 1 | 2 |
| no | yes |
| T4 | |
| NVIDIA | |
| 1 | |
| 16 GiB | |
| 16 GiB | |
| no | no |
| 16 GiB | |
| no | no |
| x8g.12xlarge, x8g.16xlarge, x8g.24xlarge, x8g.2xlarge, x8g.48xlarge, x8g.4xlarge, x8g.8xlarge, x8g.large, x8g.medium, x8g.metal-24xl, x8g.metal-48xl, x8g.xlarge | g4dn.12xlarge, g4dn.16xlarge, g4dn.2xlarge, g4dn.4xlarge, g4dn.8xlarge, g4dn.metal, g4dn.xlarge |
| x8i.2xlarge | g4ad.2xlarge |
| ml.g4dn.2xlarge | |
| no | no |
| no | no |
| no | no |
| EBS only | 225 GB NVMe SSD |
| default | default |
| supported | supported |
| required | required |
| up to 10240 MBps | 3500 MBps |
| 2500 Mbps | 1150 Mbps |
| 312.5 Mbps | 143.75 Mbps |
| 12000 IOPS | 6000 IOPS |
| 40000 IOPS | 20000 IOPS |
| 10000 Mbps | 3500 Mbps |
| 1250 Mbps | 437.5 Mbps |
| Up to 15 Gigabit | Up to 25 Gigabit |
| yes | yes |
| 4 | 3 |
| 1 | 1 |
| 15 | 10 |
| 15 | 10 |
| yes | yes |
| required | required |
| no | no |
| yes | yes |
| no | no |
| 1.00x | 1.04x |
Regional Prices
Geography | Region | x8g.2xlarge | g4dn.2xlarge |
|---|---|---|---|
| Hidden | Hidden (hidden-1) | 0.8898 | 0.7980 |
| Hidden | Hidden (hidden-10) | n/a | 0.9250 |
| Hidden | Hidden (hidden-11) | n/a | 0.9400 |
| Hidden | Hidden (hidden-12) | n/a | 0.9480 |
| Hidden | Hidden (hidden-13) | n/a | 0.9480 |
| Hidden | Hidden (hidden-14) | n/a | 0.9780 |
| Hidden | Hidden (hidden-15) | n/a | 0.9980 |
| Hidden | Hidden (hidden-16) | n/a | 1.0150 |
| Hidden | Hidden (hidden-17) | n/a | 1.0150 |
| Hidden | Hidden (hidden-18) | n/a | 1.0520 |
| Hidden | Hidden (hidden-19) | n/a | 1.1580 |
| Hidden | Hidden (hidden-2) | 0.9360 | 0.8280 |
| Hidden | Hidden (hidden-20) | n/a | 1.2780 |
| Hidden | Hidden (hidden-3) | 0.9379 | 0.8350 |
| Hidden | Hidden (hidden-4) | 1.0924 | 0.8380 |
| Hidden | Hidden (hidden-5) | n/a | 0.8790 |
| Hidden | Hidden (hidden-6) | n/a | 0.8800 |
| Hidden | Hidden (hidden-7) | n/a | 0.8800 |
| Hidden | Hidden (hidden-8) | n/a | 0.9020 |
| Hidden | Hidden (hidden-9) | n/a | 0.9220 |
| US | US East (Ohio) (us-east-2) | 0.7816 | 0.7520 |
| US | US East (Virginia) (us-east-1) | 0.7816 | 0.7520 |
| US | US West (Oregon) (us-west-2) | 0.7816 | 0.7520 |
Related Comparisons
Other instances worth weighing against these.