RTX 2000 Ada Generation vs RTX 3080 Ti

Ada LovelacevsAmpereUpdated 35 days ago

The NVIDIA GeForce RTX 3080 Ti emerges as the winner for most common use cases such as LLM fine-tuning and Stable Diffusion: its 29.8 TFLOPS compute surpasses the RTX 2000 Ada Generation's 12 TFLOPS by 148 percent, paired with 760 GB/s bandwidth and lower pricing from $0.08 per hour. This combination yields faster results at reduced cost despite higher power draw.

RTX 2000 Ada Generation from $0.24/hr

Specifications Compared

SpecRTX-2000-ADARTX-3080
TDP70W320W
VRAM16 GB10-12 GB
CUDA Cores2,8168,704
Memory TypeGDDR6GDDR6X
ArchitectureAda LovelaceAmpere
Form FactorsPCIePCIe
Interconnect
Tensor Cores88272
FP16 Performance12 TFLOPS29.8 TFLOPS
FP32 Performance12 TFLOPS29.8 TFLOPS
INT8 Performance192 TOPS
Memory Bandwidth288 GB/s760 GB/s

Performance Analysis

Raw compute power favors the RTX 3080 Ti decisively: its 29.8 TFLOPS in FP16 and FP32 exceeds the RTX 2000 Ada Generation's 12 TFLOPS by 148 percent, accelerating training epochs and inference queries in deep learning pipelines. This delta translates to roughly 2.5 times faster matrix operations critical for transformer models.

Memory bandwidth reveals another gap: 760 GB/s on the RTX 3080 Ti supports larger batch sizes during training compared to 288 GB/s on the RTX 2000 Ada, reducing data bottlenecks in memory-intensive tasks like Stable Diffusion generation. However, the RTX 2000 Ada's 16 GB VRAM edges out the RTX 3080 Ti's 10 to 12 GB for loading oversized models without swapping.

Power implications affect deployments: the 70W TDP enables dense multi-GPU setups without excessive cooling, while the 320W draw suits single high-performance instances. Overall, the RTX 3080 Ti excels in speed-critical scenarios, but the RTX 2000 Ada prioritizes efficiency.

Live Cloud Pricing

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

RTX 2000 Ada Generation

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
RunPod
RunPod
NVIDIA RTX 2000 Ada Generation
16GB VRAM
$0.24/GPU/hr

Compare real-time pricing across 25+ providers

When to Choose the RTX 2000 Ada Generation

Select the RTX 2000 Ada Generation for power-constrained environments: its 70W TDP allows more instances per server versus the RTX 3080 Ti's 320W, ideal for edge inference or budget clusters. The 16 GB VRAM handles memory-heavy models like certain LLMs better than 10 to 12 GB alternatives.

It suits prototyping and low-latency inference where 12 TFLOPS suffices and cloud costs average $0.29 per hour.

When to Choose the RTX 3080 Ti

Opt for the RTX 3080 Ti in performance-driven workflows: 29.8 TFLOPS FP16/FP32 delivers 2.5 times the compute of the RTX 2000 Ada, speeding up training and fine-tuning. Higher 760 GB/s bandwidth supports large-batch processing effectively.

At $0.08 per hour from with $0.14 average, it provides superior value for high-throughput tasks like image generation.

Use Cases

LLM Training
RTX 3080 Ti

The RTX 3080 Ti's 29.8 TFLOPS FP16/FP32 outperforms the RTX 2000 Ada Generation's 12 TFLOPS by 148 percent, enabling faster epochs on large datasets.

LLM Inference
Either

RTX 2000 Ada Generation's 16 GB VRAM suits low-batch inference, while RTX 3080 Ti's 29.8 TFLOPS handles high-throughput queries better.

Fine-tuning
RTX 3080 Ti

Higher 760 GB/s bandwidth and 29.8 TFLOPS on RTX 3080 Ti accelerate batch processing over RTX 2000 Ada's 288 GB/s and 12 TFLOPS.

Stable Diffusion
RTX 3080 Ti

RTX 3080 Ti's superior 29.8 TFLOPS and 760 GB/s bandwidth generate images 2.5 times faster than RTX 2000 Ada's specs.

Scientific Computing
RTX 2000 Ada Generation

RTX 2000 Ada Generation's 70W TDP and 16 GB VRAM fit power-limited simulations better than RTX 3080 Ti's 320W draw.

Frequently Asked Questions

Which GPU has more VRAM: RTX 2000 Ada Generation or RTX 3080 Ti?

The RTX 2000 Ada Generation offers 16 GB GDDR6 VRAM, exceeding the RTX 3080 Ti's 10 to 12 GB GDDR6X. This aids memory-intensive models. Bandwidth remains lower at 288 GB/s versus 760 GB/s.

What are the compute performance differences?

RTX 3080 Ti provides 29.8 TFLOPS in FP16 and FP32, 148 percent above RTX 2000 Ada Generation's 12 TFLOPS per format. This boosts training speeds significantly. Inference benefits similarly.

How do cloud prices compare?

RTX 3080 Ti starts at $0.08 per hour averaging $0.14 across four offers, cheaper than RTX 2000 Ada Generation's $0.14 from averaging $0.29 over three. Value favors RTX 3080 Ti for compute-heavy tasks.

Which has lower power consumption?

RTX 2000 Ada Generation uses 70W TDP, far below RTX 3080 Ti's 320W. This enables denser deployments. Cooling needs differ accordingly.

Is RTX 2000 Ada Generation newer?

Yes, it uses 2024 Ada Lovelace architecture versus RTX 3080 Ti's 2020 Ampere. Efficiency improves, but raw TFLOPS lag at 12 versus 29.8.

Can both handle PCIe form factors?

Both support PCIe without interconnects. RTX 2000 Ada Generation suits low-power slots, while RTX 3080 Ti demands robust power delivery.

Which is cheaper to rent, the RTX 2000 Ada or the RTX 3080?

Cloud rental prices for both the RTX 2000 Ada and RTX 3080 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 2000 Ada have compared to the RTX 3080?

The RTX 2000 Ada has 16 GB of GDDR6 memory. The RTX 3080 has 10 to 12 GB of GDDR6X memory.

Can I find RTX 2000 Ada and RTX 3080 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 2000 Ada and the RTX 3080?

The RTX 2000 Ada uses the Ada Lovelace architecture (2024) while the RTX 3080 uses Ampere (2020). The RTX 3080 delivers 2.5x the FP16 throughput and 2.6x the memory bandwidth of the RTX 2000 Ada.

RTX 2000 Ada Generation vs RTX 3080 Ti: 16GB vs 12GB | GPUPerHour