GPU Comparison

NVIDIA L40SvsAMD MI300X

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

NVIDIA

NVIDIA L40S

Ada Lovelace · 2023

VRAM48 GB GDDR6
FP3291.6 TFLOPS
FP16183 TFLOPS
Bandwidth864 GB/s
TDP350W
Price$0.85/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 L40SAMD MI300X
ArchitectureAda LovelaceCDNA 3
VRAM48 GB192 GB+75%
Memory TypeGDDR6HBM3
Memory Bandwidth864 GB/s5300 GB/s+83.7%
FP32 Performance91.6 TFLOPS163 TFLOPS+43.8%
FP16 Performance183 TFLOPS326 TFLOPS+43.9%
INT8 Performance733 TOPS2610 TOPS+71.9%
TDP350W750W
Form FactorPCIeOAM
Price (avg/hr)$0.85$2.50

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA L40S
91.6TFLOPS
AMD MI300X
163TFLOPSWinner

AMD MI300X is 43.8% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA L40S
183TFLOPS
AMD MI300X
326TFLOPSWinner

AMD MI300X is 43.9% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA L40S
733TOPS
AMD MI300X
2610TOPSWinner

AMD MI300X is 71.9% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA L40S
864GB/s
AMD MI300X
5300GB/sWinner

AMD MI300X is 83.7% faster

Best Compute

AMD MI300X

Most Memory

AMD MI300X

Best Training

AMD MI300X

Best Value

NVIDIA L40S

Pricing · Cost

Cost comparison.

Hourly

NVIDIA L40S
$0.85/hr
AMD MI300X
$2.50/hr

Save $1.65 with NVIDIA L40S

Daily

NVIDIA L40S
$20.40/day
AMD MI300X
$60.00/day

Save $39.60 with NVIDIA L40S

Monthly

NVIDIA L40S
$612.00/mo
AMD MI300X
$1800.00/mo

Save $1188.00 with NVIDIA L40S

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA L40S

AI Inference
Graphics Rendering
Video Processing
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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