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a3-highgpu-4g by Google Cloud Platform

a3-highgpu-4g is a Accelerator Optimized: 4 NVIDIA H100 GPU, 104 vCPUs, 936GB RAM server offered by Google Cloud Platform with 104 vCPUs, 936 GiB of memory and 3.22 TB of storage. The pricing starts at 0.5266 USD per hour.
104 vCPU
936 GiB Memory
3.22 TB Storage
4 GPU
Spare SCore
83724
(All-cores)
1985
(Single-core)

Specifications

Server Metadata

Vendor ID
gcp
Server ID
1720363
Name
a3-highgpu-4g
Description
Accelerator Optimized: 4 NVIDIA H100 GPU, 104 vCPUs, 936GB RAM
Family
a3
Hw Virt
Average Time To Start
41
Status
active
Observed At
2026-08-02T09:16:48.302235

Availability

REGION / IDSPOTONDEMAND
Ashburn (US) / us-east4
1.9326 USD/h 4.73 USD/h
Council Bluffs (US) / us-central1
2.7061 USD/h 4.73 USD/h
The Dalles (US) / us-west1
2.7061 USD/h 4.73 USD/h
Mumbai (IN) / asia-south1
2.0149 USD/h 4.9192 USD/h
Eemshaven (NL) / europe-west4
1.9416 USD/h 4.9665 USD/h
Hamina (FI) / europe-north1
0.5266 USD/h 5.2082 USD/h
St. Ghislain (BE) / europe-west1
2.0308 USD/h 5.2082 USD/h
Las Vegas (US) / us-west4
1.9862 USD/h 5.3274 USD/h
Columbus (US) / us-east5
1.9862 USD/h 5.3274 USD/h
Changhua County (TW) / asia-east1
2.5653 USD/h 5.4769 USD/h
Paris (FR) / europe-west9
1.2385 USD/h 5.4868 USD/h
Frankfurt (DE) / europe-west3
2.2817 USD/h 5.5814 USD/h
Delhi (IN) / asia-south2
1.658 USD/h 5.6812 USD/h
Jurong West (SG) / asia-southeast1
2.6149 USD/h 5.8354 USD/h
Sydney (AU) / australia-southeast1
1.4804 USD/h 5.9125 USD/h
Tokyo (JP) / asia-northeast1
1.2266 USD/h 6.0743 USD/h

Processor

vCPUs
104
CPU Allocation
Dedicated
CPU Cores
52
CPU Speed
2.7 GHz
CPU Architecture
x86_64
CPU Manufacturer
Intel
CPU Family
Xeon
CPU Model
8481C
CPU L1D Cache
48 KiB
CPU L1D Cache Total
2 MiB
CPU L1I Cache
32 KiB
CPU L1I Cache Total
2 MiB
CPU L2 Cache
2 MiB
CPU L2 Cache Total
104 MiB
CPU L3 Cache
105 MiB
CPU L3 Cache Total
105 MiB
CPU Flags
fpu, vme, de, pse, tsc, msr, pae, mce, cx8, apic, sep, mtrr, pge, mca, cmov, pat, pse36, clflush, mmx, fxsr, sse, sse2, ss, ht, syscall, nx, pdpe1gb, rdtscp, lm, constant_tsc, rep_good, nopl, xtopology, nonstop_tsc, cpuid, tsc_known_freq, pni, pclmulqdq, ssse3, fma, cx16, pcid, sse4_1, sse4_2, x2apic, movbe, popcnt, aes, xsave, avx, f16c, rdrand, hypervisor, lahf_lm, abm, 3dnowprefetch, ssbd, ibrs, ibpb, stibp, ibrs_enhanced, fsgsbase, tsc_adjust, bmi1, avx2, smep, bmi2, erms, invpcid, rtm, avx512f, avx512dq, rdseed, adx, smap, avx512ifma, clflushopt, clwb, avx512cd, sha_ni, avx512bw, avx512vl, xsaveopt, xsavec, xgetbv1, xsaves, avx_vnni, avx512_bf16, arat, avx512vbmi, umip, avx512_vbmi2, gfni, vaes, vpclmulqdq, avx512_vnni, avx512_bitalg, avx512_vpopcntdq, la57, rdpid, cldemote, movdiri, movdir64b, fsrm, md_clear, serialize, tsxldtrk, amx_bf16, avx512_fp16, amx_tile, amx_int8, arch_capabilities
Ecpus
42.2
Scalability
81.15

System Resources and Accelerators

MEMORY
Memory Amount
936 GiB
Memory Amount Actual
936 GiB
GPU
GPU Count
4
GPU Memory Min
80 GiB
GPU Memory Total
319 GiB
GPU Manufacturer
NVIDIA
GPU Family
Hopper
GPU Model
H100
GPUs
  • NVIDIA Hopper NVIDIA H100 80GB HBM3 (Memory amount: 81559, Firmware version: 590.48.01, BIOS version: 96.00.CF.00.01, Clock rate: 1980)
  • NVIDIA Hopper NVIDIA H100 80GB HBM3 (Memory amount: 81559, Firmware version: 590.48.01, BIOS version: 96.00.CF.00.01, Clock rate: 1980)
  • NVIDIA Hopper NVIDIA H100 80GB HBM3 (Memory amount: 81559, Firmware version: 590.48.01, BIOS version: 96.00.CF.00.01, Clock rate: 1980)
  • NVIDIA Hopper NVIDIA H100 80GB HBM3 (Memory amount: 81559, Firmware version: 590.48.01, BIOS version: 96.00.CF.00.01, Clock rate: 1980)
STORAGE
Storage Size
3216 GB
Storage Type
nvme ssd
Storages
  • 402 GB nvme ssd
  • 402 GB nvme ssd
  • 402 GB nvme ssd
  • 402 GB nvme ssd
  • 402 GB nvme ssd
  • 402 GB nvme ssd
  • 402 GB nvme ssd
  • 402 GB nvme ssd
NETWORK
Inbound Traffic
0 GB/month
Outbound Traffic
0 GB/month
IPv4
0

CPU and System Topology

Server Description

An accelerator-optimized platform featuring four NVIDIA H100 GPUs and high-speed NVMe storage for demanding machine learning and parallel computing workloads.

GPU AcceleratedCompute OptimizedStorage & Database

Google Cloud Platform a3-highgpu-4g is an accelerator-optimized server designed for high-performance parallel computing. It features an Intel Xeon 8481C processor with 104 vCPUs, 936 GB of system memory, and four NVIDIA Hopper H100 GPUs providing 319 GB of total VRAM. Local storage is supported by 3216 GB of NVMe SSD capacity. The server demonstrates exceptional multi-core processing capabilities, with a PassMark CPU score in the top 10% tier and strong memory bandwidth performance. It is highly optimized for workloads such as large language model inference, deep learning training, image processing, and intensive database operations.

Economics

Average Price per Region

Prices per Zone

Lowest Prices

Performance

Workload Profiles

4.15Score
Precomputed compound score for Cache Intensive workloads. A weighted average (geometric mean) of benchmark scores compared to their medians: score = ∏ (x_i / m_i)^(w_i / Σw). The score of 1.0 represents a synthetic baseline server with the median performance of each component benchmark; 0.5 means roughly half the performance; and 2.0 means twice the performance of that reference profile. Component weights: 50% Redis RPS (pipeline=1, SET), 20% Redis RPS (pipeline=16, SET), 10% PassMark Memory Mark (composite), 10% Memory bandwidth (read, 16 MB ~ L3), 10% PassMark single-thread CPU. Rationale for component selection: In-memory key-value store workload, mixing direct Redis performance metrics with memory speed and latency benchmarks, and single-core CPU performance profiles.
Component Score Weight Impact
Raw Reference Normalized Target Actual
Redis RPS (pipeline=1, SET) 13,528,674 ops/sec 1,896,415 ops/sec 7.13 50.00% 50.00% +167.00%
Redis RPS (pipeline=16, SET) 62,066,679 ops/sec 11,539,523 ops/sec 5.38 20.00% 20.00% +40.00%
PassMark Memory Mark (composite) 2,360 2,411 0.979 10.00% 10.00% -0.21%
Memory bandwidth (read, 16 MB ~ L3) 232,668 MB/sec 107,368 MB/sec 2.17 10.00% 10.00% +8.06%
PassMark single-thread CPU 3,154 Mops/s 2,363 Mops/s 1.33 10.00% 10.00% +2.89%

Memory Bandwidth

Compression

OpenSSL

Geekbench Single-Core

Score: 2,100

Geekbench Multi-Core

Score: 19,675

Passmark CPU Scores

BENCHMARKSCORE
Mark
 86939
Compression
 1376341
Encryption
 84930
Extended Instructions
 95800
Floating Point Maths
 285267
Integer Maths
 400329
Physics
 7469
Prime Numbers
 520
Single Threaded
 3154
String Sorting
 175027

Passmark Memory Scores

BENCHMARKSCORE
Memory Mark
 2360
Database Operations
 29920
Memory Latency
 71
Memory Read Cached
 27843
Memory Read Uncached
 9946
Memory Write
 8671

Stress-ng Raw Scores

Stress-ng Relative Multicore Performance

LLM Inference Speed for Prompt Processing

LLM Inference Speed for Text Generation

Static Web Server

Redis

Alternatives

Servers of the Same Family

INSTANCEvCPUsMEMORYGPUs
a3-highgpu-1g 26234 GiB1
a3-highgpu-2g 52468 GiB2
a3-highgpu-8g 2081872 GiB8
a3-megagpu-8g 2081872 GiB8
a3-edgegpu-8g 2081872 GiB8
a3-edgegpu-8g-nolssd 2081872 GiB8
a3-ultragpu-8g 2242952 GiB8

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a3-highgpu-4g FAQs