GPU Comparison

AMD MI300XvsAMD MI250X

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

AMD

AMD MI300X

CDNA 3 · 2023

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

AMD MI250X

CDNA 2 · 2021

VRAM128 GB HBM2e
FP3247.9 TFLOPS
FP1695.7 TFLOPS
Bandwidth3277 GB/s
TDP560W
Price$1.35/hr

Specifications · Comparison

Side by side specs.

SpecAMD MI300XAMD MI250X
ArchitectureCDNA 3CDNA 2
VRAM192 GB+50.0%128 GB
Memory TypeHBM3HBM2e
Memory Bandwidth5300 GB/s+61.7%3277 GB/s
FP32 Performance163 TFLOPS+240.3%47.9 TFLOPS
FP16 Performance326 TFLOPS+240.6%95.7 TFLOPS
INT8 Performance2610 TOPS+581.5%383 TOPS
TDP750W560W
Form FactorOAMOAM
Price (avg/hr)$2.50$1.35

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

AMD MI300X
163TFLOPSWinner
AMD MI250X
47.9TFLOPS

AMD MI300X is 240.3% faster

Training (FP16)

Half-precision performance for deep learning training

AMD MI300X
326TFLOPSWinner
AMD MI250X
95.7TFLOPS

AMD MI300X is 240.6% faster

Inference (INT8)

Integer performance for model inference workloads

AMD MI300X
2610TOPSWinner
AMD MI250X
383TOPS

AMD MI300X is 581.5% faster

Memory Bandwidth

Data transfer rate between memory and compute units

AMD MI300X
5300GB/sWinner
AMD MI250X
3277GB/s

AMD MI300X is 61.7% faster

Best Compute

AMD MI300X

Most Memory

AMD MI300X

Best Training

AMD MI300X

Best Value

AMD MI250X

Pricing · Cost

Cost comparison.

Hourly

AMD MI300X
$2.50/hr
AMD MI250X
$1.35/hr

Save $1.15 with AMD MI250X

Daily

AMD MI300X
$60.00/day
AMD MI250X
$32.40/day

Save $27.60 with AMD MI250X

Monthly

AMD MI300X
$1800.00/mo
AMD MI250X
$972.00/mo

Save $828.00 with AMD MI250X

Use Cases · Workloads

Best for your workload.

AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing
AMD

AMD MI250X

HPC
AI Training
Scientific Computing
Research

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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