GPU Comparison

NVIDIA B200vsAMD MI250X

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

NVIDIA

NVIDIA B200

Blackwell · 2024

Faster
VRAM192 GB HBM3e
FP3290 TFLOPS
FP16180 TFLOPS
Bandwidth8000 GB/s
TDP1000W
Price$3.40/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.

SpecNVIDIA B200AMD MI250X
ArchitectureBlackwellCDNA 2
VRAM192 GB+50.0%128 GB
Memory TypeHBM3eHBM2e
Memory Bandwidth8000 GB/s+144.1%3277 GB/s
FP32 Performance90 TFLOPS+87.9%47.9 TFLOPS
FP16 Performance180 TFLOPS+88.1%95.7 TFLOPS
INT8 Performance3600 TOPS+839.9%383 TOPS
TDP1000W560W
Form FactorSXMOAM
Price (avg/hr)$3.40$1.35

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA B200
90TFLOPSWinner
AMD MI250X
47.9TFLOPS

NVIDIA B200 is 87.9% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA B200
180TFLOPSWinner
AMD MI250X
95.7TFLOPS

NVIDIA B200 is 88.1% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA B200
3600TOPSWinner
AMD MI250X
383TOPS

NVIDIA B200 is 839.9% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA B200
8000GB/sWinner
AMD MI250X
3277GB/s

NVIDIA B200 is 144.1% faster

Best Compute

NVIDIA B200

Most Memory

NVIDIA B200

Best Training

NVIDIA B200

Best Value

AMD MI250X

Pricing · Cost

Cost comparison.

Hourly

NVIDIA B200
$3.40/hr
AMD MI250X
$1.35/hr

Save $2.05 with AMD MI250X

Daily

NVIDIA B200
$81.60/day
AMD MI250X
$32.40/day

Save $49.20 with AMD MI250X

Monthly

NVIDIA B200
$2448.00/mo
AMD MI250X
$972.00/mo

Save $1476.00 with AMD MI250X

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA B200

Large Language Models
Multi-Modal AI
Scientific Computing
Enterprise AI
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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