RTX 4070 Ti SUPER vs RTX A4000

Ada LovelacevsAmpereUpdated 35 days ago

The RTX 4070 Ti SUPER emerges as the winner for prevalent use cases such as LLM inference and fine-tuning. Superior 44.1 TFLOPS compute power and 672 GB/s bandwidth provide substantial speedups at an average $0.17/hr, eclipsing the RTX A4000's efficiency advantages in power and entry pricing.

RTX 4070 Ti SUPER from $0.50/hrRTX A4000 from $0.08/hr

Specifications Compared

SpecRTX-4070RTX-A4000
TDP200W140W
VRAM12 GB16 GB
CUDA Cores5,8886,144
Memory TypeGDDR6XGDDR6
ArchitectureAda LovelaceAmpere
Form FactorsPCIePCIe
Interconnect
Tensor Cores184192
FP16 Performance29.1 TFLOPS19.2 TFLOPS
FP32 Performance29.1 TFLOPS19.2 TFLOPS
INT8 Performance466 TOPS
Memory Bandwidth504 GB/s448 GB/s

Performance Analysis

Compute superiority defines the RTX 4070 Ti SUPER: its 44.1 TFLOPS in FP16 and FP32 enables training and inference over twice as fast as the RTX A4000's 19.2 TFLOPS. This delta shortens training epochs for large language models and boosts inference throughput in real-time applications.

Memory bandwidth of 672 GB/s on the RTX 4070 Ti SUPER sustains larger batch sizes, minimizing bottlenecks in Stable Diffusion or scientific computing with voluminous data. The RTX A4000's 448 GB/s proves adequate for smaller batches but limits scaling. Both GPUs equate FP16 and FP32 performance, suiting general-purpose floating-point tasks, though Ada's tensor core enhancements amplify machine learning gains beyond base specs.

Higher TDP at 285W for the RTX 4070 Ti SUPER versus 140W demands more infrastructure, potentially raising operational costs in prolonged cloud sessions.

Live Cloud Pricing

Real-time prices from 25+ providers. Updated every 60 seconds.

RTX 4070 Ti SUPER

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
RunPod
RunPod
NVIDIA GeForce RTX 4070 Ti
12GB VRAM
$0.50/GPU/hr

RTX A4000

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
TensorDock
TensorDock
NVIDIA RTX A4000
16GB VRAM
$0.08/GPU/hr
Available
Vast.ai
Vast.ai
8×NVIDIA RTX A4000
16GB VRAM
$0.15/GPU/hr
$1.17/hr total (8×)
Available
Hyperstack
Hyperstack
4×NVIDIA RTX A4000
16GB VRAM
$0.15/GPU/hr
$0.60/hr total (4×)
Available
Hyperstack
Hyperstack
2×NVIDIA RTX A4000
16GB VRAM
$0.15/GPU/hr
$0.30/hr total (2×)
Available
Hyperstack
Hyperstack
NVIDIA RTX A4000
16GB VRAM
$0.15/GPU/hr
Available

Compare real-time pricing across 25+ providers

When to Choose the RTX 4070 Ti SUPER

Select the RTX 4070 Ti SUPER for demanding workloads prioritizing speed. Its 44.1 TFLOPS and 672 GB/s bandwidth excel in LLM training or Stable Diffusion, processing tasks more than twice as quickly as the RTX A4000.

The average cloud rate of $0.17/hr delivers strong value for high-performance needs, even with only 2 live offers.

When to Choose the RTX A4000

The RTX A4000 fits cost-conscious or power-limited setups. Its 140W TDP enables efficient multi-GPU configurations, and pricing from $0.08/hr across 31 offers ensures greater availability.

It handles standard inference and fine-tuning adequately with 19.2 TFLOPS and 448 GB/s bandwidth where maximum speed is unnecessary.

Use Cases

LLM Training
RTX 4070 Ti SUPER

RTX 4070 Ti SUPER's 44.1 TFLOPS doubles the RTX A4000's 19.2 TFLOPS, accelerating training significantly.

LLM Inference
RTX 4070 Ti SUPER

Higher 672 GB/s bandwidth supports larger batches for quicker inference on RTX 4070 Ti SUPER.

Fine-tuning
RTX 4070 Ti SUPER

Ada Lovelace architecture with 44.1 TFLOPS outperforms Ampere's 19.2 TFLOPS for efficient fine-tuning.

Stable Diffusion
RTX 4070 Ti SUPER

44.1 TFLOPS and 672 GB/s bandwidth speed up image generation compared to RTX A4000.

Scientific Computing
Either

RTX A4000's 140W TDP aids low-power runs; RTX 4070 Ti SUPER excels in compute-heavy simulations with 44.1 TFLOPS.

Frequently Asked Questions

Which GPU performs better in FP32 tasks?

The RTX 4070 Ti SUPER achieves 44.1 TFLOPS FP32, more than double the RTX A4000's 19.2 TFLOPS. This advantage speeds up general computing and training workloads.

Do they have the same VRAM?

Both offer 16 GB VRAM. RTX 4070 Ti SUPER uses faster GDDR6X, while RTX A4000 employs GDDR6.

What are the cloud pricing differences?

RTX 4070 Ti SUPER pricing starts at $0.09/hr averaging $0.17/hr across 2 offers. RTX A4000 begins at $0.08/hr averaging $0.35/hr across 31 offers.

Which has lower power consumption?

RTX A4000 draws 140W TDP versus 285W for RTX 4070 Ti SUPER. Lower power reduces cooling and energy costs in cloud deployments.

Is the RTX 4070 Ti SUPER newer?

Yes, it uses 2024 Ada Lovelace architecture compared to 2021 Ampere in RTX A4000. Newer design includes efficiency improvements.

Which is better for memory-intensive tasks?

RTX 4070 Ti SUPER's 672 GB/s bandwidth outperforms RTX A4000's 448 GB/s, enabling larger batch sizes in AI inference.

Which is cheaper to rent, the RTX 4070 or the RTX A4000?

Cloud rental prices for both the RTX 4070 and RTX A4000 vary by provider, configuration, and availability. This page shows live pricing from 25+ providers updated every 60 seconds. Scroll to the Live Cloud Pricing section to compare current rates.

How much VRAM does the RTX 4070 have compared to the RTX A4000?

The RTX 4070 has 12 GB of GDDR6X memory. The RTX A4000 has 16 GB of GDDR6 memory.

Can I find RTX 4070 and RTX A4000 GPUs available to rent right now?

Yes. This page shows real-time availability across 25+ cloud GPU providers. The Live Cloud Pricing section displays only in-stock offers with current pricing.

What is the main difference between the RTX 4070 and the RTX A4000?

The RTX 4070 uses the Ada Lovelace architecture (2023) while the RTX A4000 uses Ampere (2021). The RTX 4070 delivers 1.5x the FP16 throughput and 1.1x the memory bandwidth of the RTX A4000.

RTX 4070 Ti SUPER vs RTX A4000: 12GB vs 16GB | GPUPerHour