RTX 4070 vs RTX 5880 Ada

Ada LovelacevsAda LovelaceUpdated 36 days ago

The RTX 5880 Ada emerges as the superior choice for most AI and ML use cases on gpuperhour.com, thanks to 48 GB VRAM enabling larger models, 69.7 TFLOPS accelerating training by 139 percent over the RTX 4070's 29.1 TFLOPS, and 960 GB/s bandwidth for high throughput. While the RTX 4070 offers immediate low-cost access from $0.07 per hour, the 5880 Ada's specs dominate demanding workloads.

RTX 4070 from $0.50/hr

Specifications Compared

SpecRTX-4070RTX-5880-ADA
TDP200W285W
VRAM12 GB48 GB
CUDA Cores5,88814,080
Memory TypeGDDR6XGDDR6
ArchitectureAda LovelaceAda Lovelace
Form FactorsPCIePCIe
Interconnect
Tensor Cores184440
FP16 Performance29.1 TFLOPS69.7 TFLOPS
FP32 Performance29.1 TFLOPS69.7 TFLOPS
INT8 Performance466 TOPS1,115 TOPS
Memory Bandwidth504 GB/s960 GB/s

Performance Analysis

The RTX 5880 Ada delivers 69.7 TFLOPS in FP16 and FP32, surpassing the RTX 4070's 29.1 TFLOPS by 139 percent, which translates to faster AI model training and inference. Training epochs complete over twice as quickly on the RTX 5880 Ada due to this compute advantage, while inference latency drops for real-time applications.

Memory capacity marks the largest divide: 48 GB on the RTX 5880 Ada versus 12 GB on the RTX 4070 allows four times larger batch sizes in LLM training, minimizing padding overhead and improving efficiency. Bandwidth at 960 GB/s on the RTX 5880 Ada, almost double the 4070's 504 GB/s, sustains higher throughput during data-heavy operations like fine-tuning or Stable Diffusion generation.

Power consumption rises to 285W on the RTX 5880 Ada from 200W, yet the performance uplift yields better efficiency per watt for demanding workloads. Both GPUs excel in FP16/FP32 parity, ideal for mixed-precision ML pipelines.

Live Cloud Pricing

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

RTX 4070

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

Compare real-time pricing across 25+ providers

When to Choose the RTX 4070

The RTX 4070 suits budget-conscious users or light workloads where 12 GB VRAM and 29.1 TFLOPS suffice, such as Stable Diffusion image generation or small-scale inference. Its availability from $0.07 per hour across nine providers makes it ideal for experimentation or cost-sensitive deployments without needing 48 GB capacity.

Lower 200W TDP also fits power-limited cloud instances, enabling scalable multi-GPU setups at lower rental costs averaging $0.19 per hour.

When to Choose the RTX 5880 Ada

Opt for the RTX 5880 Ada in memory-bound scenarios requiring 48 GB VRAM, like training large LLMs or scientific simulations with massive datasets. The 69.7 TFLOPS FP32 performance and 960 GB/s bandwidth handle large batch sizes efficiently, outperforming the RTX 4070 by 139 percent in compute-intensive tasks.

High-end workstation needs benefit from its 2024 architecture refinements, though current lack of live offers may delay cloud access.

Use Cases

LLM Training
RTX 5880 Ada

The RTX 5880 Ada's 48 GB VRAM supports larger models and batch sizes compared to 12 GB on the RTX 4070. Its 69.7 TFLOPS doubles training speed over 29.1 TFLOPS.

LLM Inference
RTX 5880 Ada

960 GB/s bandwidth on the RTX 5880 Ada enables higher throughput for serving large models. 69.7 TFLOPS reduces latency versus the RTX 4070's 504 GB/s and 29.1 TFLOPS.

Fine-tuning
RTX 5880 Ada

48 GB VRAM accommodates bigger datasets and batches during fine-tuning. The 139 percent FP32 advantage at 69.7 TFLOPS over 29.1 TFLOPS shortens iteration times.

Stable Diffusion
RTX 4070

RTX 4070's 12 GB VRAM and 29.1 TFLOPS handle typical image generation workloads adequately. Lower $0.07 per hour pricing suits frequent creative use.

Scientific Computing
RTX 5880 Ada

48 GB VRAM and 960 GB/s bandwidth manage large simulations better than 12 GB and 504 GB/s. 69.7 TFLOPS accelerates FP32 computations by 139 percent.

Frequently Asked Questions

Which has more VRAM, RTX 4070 or RTX 5880 Ada?

The RTX 5880 Ada provides 48 GB GDDR6 VRAM, four times the RTX 4070's 12 GB GDDR6X. This enables larger batch sizes in AI training. Bandwidth also doubles to 960 GB/s from 504 GB/s.

Is RTX 5880 Ada faster for ML training?

Yes, with 69.7 TFLOPS FP16 and FP32 versus 29.1 TFLOPS on RTX 4070, a 139 percent gain. Combined with 48 GB VRAM, it handles large models more efficiently. TDP rises to 285W from 200W.

What is the cloud pricing for RTX 4070?

RTX 4070 rents from $0.07 per hour, averaging $0.19 per hour across nine providers. RTX 5880 Ada has no live offers currently. Both use PCIe form factors.

Can RTX 4070 handle LLM inference?

RTX 4070's 12 GB VRAM and 29.1 TFLOPS support smaller LLMs or quantized models. For larger ones, RTX 5880 Ada's 48 GB excels. Bandwidth limits scale at 504 GB/s.

Architecture differences between them?

Both use Ada Lovelace, RTX 4070 from 2023 and RTX 5880 Ada from 2024. Specs differ: 69.7 TFLOPS and 285W TDP on 5880 Ada versus 29.1 TFLOPS and 200W. No interconnect specified.

Power consumption comparison?

RTX 5880 Ada draws 285W TDP, 43 percent more than RTX 4070's 200W. Higher power supports 139 percent better FP32 at 69.7 TFLOPS. Efficiency improves for heavy loads.

Which is cheaper to rent, the RTX 4070 or the RTX 5880 Ada?

Cloud rental prices for both the RTX 4070 and RTX 5880 Ada 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 5880 Ada?

The RTX 4070 has 12 GB of GDDR6X memory. The RTX 5880 Ada has 48 GB of GDDR6 memory.

Can I find RTX 4070 and RTX 5880 Ada 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 5880 Ada?

The RTX 4070 uses the Ada Lovelace architecture (2023) while the RTX 5880 Ada uses Ada Lovelace (2024). The RTX 5880 Ada delivers 2.4x the FP16 throughput and 1.9x the memory bandwidth of the RTX 4070.

RTX 4070 vs RTX 5880 Ada: 2.4x FP16 Gap, 48GB vs 12GB | GPUPerHour