GPU Comparison

NVIDIA RTX 4070 TivsAMD MI250X

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

NVIDIA

NVIDIA RTX 4070 Ti

Ada Lovelace · 2023

VRAM12 GB GDDR6X
FP3240.1 TFLOPS
FP1680.2 TFLOPS
Bandwidth504 GB/s
TDP285W
Price$0.28/hr
AMD

AMD MI250X

CDNA 2 · 2021

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

Specifications · Comparison

Side by side specs.

SpecNVIDIA RTX 4070 TiAMD MI250X
ArchitectureAda LovelaceCDNA 2
VRAM12 GB128 GB+90.6%
Memory TypeGDDR6XHBM2e
Memory Bandwidth504 GB/s3277 GB/s+84.6%
FP32 Performance40.1 TFLOPS47.9 TFLOPS+16.3%
FP16 Performance80.2 TFLOPS95.7 TFLOPS+16.2%
INT8 Performance321 TOPS383 TOPS+16.2%
TDP285W560W
Form FactorConsumerOAM
Price (avg/hr)$0.28$1.35

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA RTX 4070 Ti
40.1TFLOPS
AMD MI250X
47.9TFLOPSWinner

AMD MI250X is 16.3% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA RTX 4070 Ti
80.2TFLOPS
AMD MI250X
95.7TFLOPSWinner

AMD MI250X is 16.2% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA RTX 4070 Ti
321TOPS
AMD MI250X
383TOPSWinner

AMD MI250X is 16.2% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA RTX 4070 Ti
504GB/s
AMD MI250X
3277GB/sWinner

AMD MI250X is 84.6% faster

Best Compute

AMD MI250X

Most Memory

AMD MI250X

Best Training

AMD MI250X

Best Value

NVIDIA RTX 4070 Ti

Pricing · Cost

Cost comparison.

Hourly

NVIDIA RTX 4070 Ti
$0.28/hr
AMD MI250X
$1.35/hr

Save $1.07 with NVIDIA RTX 4070 Ti

Daily

NVIDIA RTX 4070 Ti
$6.72/day
AMD MI250X
$32.40/day

Save $25.68 with NVIDIA RTX 4070 Ti

Monthly

NVIDIA RTX 4070 Ti
$201.60/mo
AMD MI250X
$972.00/mo

Save $770.40 with NVIDIA RTX 4070 Ti

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA RTX 4070 Ti

AI Prototyping
Content Creation
Budget ML Training
Development
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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