GPU Comparison

NVIDIA A100 PCIevsAMD MI300X

Detailed specifications, performance benchmarks, and pricing comparison to help you choose the right GPU for your AI workloads.

NVIDIA

NVIDIA A100 PCIe

Ampere · 2020

VRAM80 GB HBM2e
FP3219.5 TFLOPS
FP1678 TFLOPS
Bandwidth1935 GB/s
TDP300W
Price$0.98/hr
AMD

AMD MI300X

CDNA 3 · 2023

Faster
VRAM192 GB HBM3
FP32163 TFLOPS
FP16326 TFLOPS
Bandwidth5300 GB/s
TDP750W
Price$2.50/hr

Specifications · Comparison

Side by side specs.

SpecNVIDIA A100 PCIeAMD MI300X
ArchitectureAmpereCDNA 3
VRAM80 GB192 GB+58.3%
Memory TypeHBM2eHBM3
Memory Bandwidth1935 GB/s5300 GB/s+63.5%
FP32 Performance19.5 TFLOPS163 TFLOPS+88%
FP16 Performance78 TFLOPS326 TFLOPS+76.1%
INT8 Performance624 TOPS2610 TOPS+76.1%
TDP300W750W
Form FactorPCIeOAM
Price (avg/hr)$0.98$2.50

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA A100 PCIe
19.5TFLOPS
AMD MI300X
163TFLOPSWinner

AMD MI300X is 88% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA A100 PCIe
78TFLOPS
AMD MI300X
326TFLOPSWinner

AMD MI300X is 76.1% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA A100 PCIe
624TOPS
AMD MI300X
2610TOPSWinner

AMD MI300X is 76.1% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA A100 PCIe
1935GB/s
AMD MI300X
5300GB/sWinner

AMD MI300X is 63.5% faster

Best Compute

AMD MI300X

Most Memory

AMD MI300X

Best Training

AMD MI300X

Best Value

NVIDIA A100 PCIe

Pricing · Cost

Cost comparison.

Hourly

NVIDIA A100 PCIe
$0.98/hr
AMD MI300X
$2.50/hr

Save $1.52 with NVIDIA A100 PCIe

Daily

NVIDIA A100 PCIe
$23.52/day
AMD MI300X
$60.00/day

Save $36.48 with NVIDIA A100 PCIe

Monthly

NVIDIA A100 PCIe
$705.60/mo
AMD MI300X
$1800.00/mo

Save $1094.40 with NVIDIA A100 PCIe

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA A100 PCIe

ML Training
AI Inference
Edge AI
AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing

Platform · Benefits

Why Runcrate.

Instant Deployment

Get your GPU instance running in minutes with pre-configured AI environments. No setup complexity.

Pay Per Hour

Only pay for the compute you actually use. Prepaid credits with transparent, per-hour billing.

Reliable Infrastructure

Enterprise-grade reliability with automatic failover and data persistence across sessions.

FAQ · Questions

Common questions.

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