GPU Comparison

NVIDIA L40SvsAMD MI250X

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

NVIDIA

NVIDIA L40S

Ada Lovelace · 2023

Faster
VRAM48 GB GDDR6
FP3291.6 TFLOPS
FP16183 TFLOPS
Bandwidth864 GB/s
TDP350W
Price$0.85/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 L40SAMD MI250X
ArchitectureAda LovelaceCDNA 2
VRAM48 GB128 GB+62.5%
Memory TypeGDDR6HBM2e
Memory Bandwidth864 GB/s3277 GB/s+73.6%
FP32 Performance91.6 TFLOPS+91.2%47.9 TFLOPS
FP16 Performance183 TFLOPS+91.2%95.7 TFLOPS
INT8 Performance733 TOPS+91.4%383 TOPS
TDP350W560W
Form FactorPCIeOAM
Price (avg/hr)$0.85$1.35

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA L40S
91.6TFLOPSWinner
AMD MI250X
47.9TFLOPS

NVIDIA L40S is 91.2% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA L40S
183TFLOPSWinner
AMD MI250X
95.7TFLOPS

NVIDIA L40S is 91.2% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA L40S
733TOPSWinner
AMD MI250X
383TOPS

NVIDIA L40S is 91.4% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA L40S
864GB/s
AMD MI250X
3277GB/sWinner

AMD MI250X is 73.6% faster

Best Compute

NVIDIA L40S

Most Memory

AMD MI250X

Best Training

NVIDIA L40S

Best Value

NVIDIA L40S

Pricing · Cost

Cost comparison.

Hourly

NVIDIA L40S
$0.85/hr
AMD MI250X
$1.35/hr

Save $0.50 with NVIDIA L40S

Daily

NVIDIA L40S
$20.40/day
AMD MI250X
$32.40/day

Save $12.00 with NVIDIA L40S

Monthly

NVIDIA L40S
$612.00/mo
AMD MI250X
$972.00/mo

Save $360.00 with NVIDIA L40S

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA L40S

AI Inference
Graphics Rendering
Video Processing
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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