B200 NVL vs RTX 3080 Ti

BlackwellvsAmpereUpdated 35 days ago

The B200 NVL triumphs for prevalent AI tasks like training and inference: 4500 TFLOPS FP16 and 192 GB VRAM provide insurmountable advantages over the RTX 3080 Ti's 29.8 TFLOPS and 12 GB, justifying $10.50 per hour for production-scale performance.

B200 NVL from $3.95/hr

Specifications Compared

SpecB200RTX-3080
TDP1000W320W
VRAM192 GB10-12 GB
CUDA Cores18,4328,704
Memory TypeHBM3eGDDR6X
ArchitectureBlackwellAmpere
Form FactorsSXM, NVLPCIe
InterconnectNVLink, PCIe 6.0, InfiniBand
Tensor Cores576272
FP8 Performance9,000 TFLOPS
FP16 Performance4,500 TFLOPS29.8 TFLOPS
FP32 Performance90 TFLOPS29.8 TFLOPS
FP64 Performance45 TFLOPS
INT8 Performance9,000 TOPS
Memory Bandwidth8,000 GB/s760 GB/s

Performance Analysis

The B200 NVL's 4500 TFLOPS FP16 vastly outpaces the RTX 3080 Ti's 29.8 TFLOPS: this enables AI training with mixed precision to complete over 150 times faster on large models. Inference benefits similarly from 9000 TFLOPS FP8 on the B200, reducing latency for high-throughput serving that the RTX 3080 Ti cannot match.

FP32 performance shows the B200 at 90 TFLOPS versus 29.8 TFLOPS on the RTX 3080 Ti: traditional simulations gain three-fold speedup. Memory bandwidth of 8000 GB/s on the B200 supports batch sizes 10 times larger than the RTX 3080 Ti's 760 GB/s, minimizing data loading stalls in deep learning pipelines.

Power efficiency differs markedly with the B200's 1000W TDP delivering 4.5 TFLOPS per watt in FP16, compared to the RTX 3080 Ti's 0.09 TFLOPS per watt: this favors sustained datacenter runs over short consumer bursts.

Live Cloud Pricing

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

B200 NVL

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Nebius
Nebius
NVIDIA B200 SXM
192GB VRAM
$3.95/GPU/hr
Cirrascale
Cirrascale
8×NVIDIA B200 SXM
192GB VRAM
$4.79/GPU/hr
$38.32/hr total (8×)
Cirrascale
Cirrascale
8×NVIDIA B200 SXM
192GB VRAM
$5.39/GPU/hr
$43.12/hr total (8×)
Cirrascale
Cirrascale
8×NVIDIA B200 SXM
192GB VRAM
$5.69/GPU/hr
$45.52/hr total (8×)
RunPod
RunPod
NVIDIA B200 SXM
192GB VRAM
$5.89/GPU/hr

Compare real-time pricing across 25+ providers

When to Choose the B200 NVL

Select the B200 NVL for large-scale LLM training or inference: 192 GB VRAM accommodates models exceeding 100 billion parameters, and 4500 TFLOPS FP16 accelerates iterations. Multi-GPU setups via NVLink suit distributed computing at $10.50 per hour.

Enterprise deployments demanding 8000 GB/s bandwidth benefit: scientific simulations or fine-tuning on vast datasets avoid memory constraints plaguing the RTX 3080 Ti.

When to Choose the RTX 3080 Ti

Choose the RTX 3080 Ti for budget prototyping or gaming-assisted compute: at $0.08 per hour, its 12 GB VRAM handles small fine-tuning or Stable Diffusion without excess cost.

Light inference on models under 7 billion parameters fits perfectly: 29.8 TFLOPS FP16 and 320W TDP enable quick tests on PCIe instances across multiple providers.

Use Cases

LLM Training
B200 NVL

The B200 NVL's 192 GB VRAM and 4500 TFLOPS FP16 support training models with hundreds of billions of parameters. The RTX 3080 Ti's 12 GB limit restricts it to tiny datasets.

LLM Inference
B200 NVL

9000 TFLOPS FP8 on the B200 NVL enables high-throughput serving of large models. RTX 3080 Ti's 29.8 TFLOPS FP16 suits only sub-7B parameter inference.

Fine-tuning
B200 NVL

192 GB HBM3e handles full model fine-tuning with large batches via 8000 GB/s bandwidth. RTX 3080 Ti requires heavy quantization due to 12 GB VRAM.

Stable Diffusion
RTX 3080 Ti

RTX 3080 Ti's 12 GB VRAM and 29.8 TFLOPS FP16 generate images efficiently at $0.08 per hour. B200 NVL overkill for single-user creative tasks.

Scientific Computing
B200 NVL

B200 NVL's 90 TFLOPS FP32 and NVLink scaling accelerate simulations on massive grids. RTX 3080 Ti's 29.8 TFLOPS limits complex analyses.

Frequently Asked Questions

How much VRAM does the B200 NVL have compared to RTX 3080 Ti?

The B200 NVL provides 192 GB HBM3e VRAM, while the RTX 3080 Ti offers 12 GB GDDR6X. This 16-fold difference allows the B200 to load enormous models without swapping.

What are the cloud rental prices for these GPUs?

B200 NVL averages $10.50 per hour from one provider. RTX 3080 Ti starts at $0.08 per hour, averaging $0.14 across four offers.

Which GPU has higher FP16 performance?

The B200 NVL achieves 4500 TFLOPS FP16, dwarfing the RTX 3080 Ti's 29.8 TFLOPS. Training speeds improve dramatically on the B200.

Can RTX 3080 Ti handle LLM inference?

RTX 3080 Ti manages inference for models up to 7 billion parameters with 12 GB VRAM. Larger models require the B200 NVL's 192 GB.

What is the memory bandwidth gap?

B200 NVL delivers 8000 GB/s, over 10 times the RTX 3080 Ti's 760 GB/s. Larger batches process faster on the B200 without bottlenecks.

Which is better for multi-GPU setups?

B200 NVL supports NVLink and InfiniBand for clustering. RTX 3080 Ti lacks advanced interconnects, limiting scalability.

Which is cheaper to rent, the B200 or the RTX 3080?

Cloud rental prices for both the B200 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 B200 have compared to the RTX 3080?

The B200 has 192 GB of HBM3e memory. The RTX 3080 has 10 to 12 GB of GDDR6X memory.

Can I find B200 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 B200 and the RTX 3080?

The B200 uses the Blackwell architecture (2024) while the RTX 3080 uses Ampere (2020). The B200 delivers 151.0x the FP16 throughput and 10.5x the memory bandwidth of the RTX 3080.

B200 NVL vs RTX 3080 Ti: 151.0x FP16 Gap, 192GB vs 12GB | GPUPerHour