B200 NVL vs RTX 3070 Ti

BlackwellvsAmpereUpdated 35 days ago

The NVIDIA B200 NVL triumphs for dominant AI workloads: its 4500 TFLOPS FP16, 192 GB VRAM, and 8000 GB/s bandwidth crush the RTX 3070 Ti's 20.3 TFLOPS and 8 GB limits, justifying $10.50 per hour over $0.06 for training, inference, and compute at scale.

B200 NVL from $3.95/hr

Specifications Compared

SpecB200RTX-3070
TDP1000W220W
VRAM192 GB8 GB
CUDA Cores18,4325,888
Memory TypeHBM3eGDDR6
ArchitectureBlackwellAmpere
Form FactorsSXM, NVLPCIe
InterconnectNVLink, PCIe 6.0, InfiniBand
Tensor Cores576184
FP8 Performance9,000 TFLOPS
FP16 Performance4,500 TFLOPS20.3 TFLOPS
FP32 Performance90 TFLOPS20.3 TFLOPS
FP64 Performance45 TFLOPS
INT8 Performance9,000 TOPS
Memory Bandwidth8,000 GB/s448 GB/s

Performance Analysis

The B200 NVL's 4500 TFLOPS FP16 vastly outpaces the RTX 3070 Ti's 20.3 TFLOPS, accelerating AI training by factors exceeding 200 times in tensor operations. Its 90 TFLOPS FP32 exceeds the RTX 3070 Ti's 20.3 TFLOPS, benefiting simulation and rendering tasks. FP8 at 9000 TFLOPS on B200 NVL enables ultra-efficient inference for trillion-parameter models, unavailable on the RTX 3070 Ti.

Memory bandwidth of 8000 GB/s on B200 NVL supports enormous batch sizes in training, preventing out-of-memory errors for models over 100 billion parameters, while 448 GB/s on RTX 3070 Ti limits batches to thousands of tokens. The 192 GB VRAM versus 8 GB allows B200 NVL to handle full precision large language models in one GPU, reducing multi-GPU complexity. TDP disparity means B200 NVL suits power-rich data centers; RTX 3070 Ti fits edge or desktop power envelopes.

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

Opt for the NVIDIA B200 NVL in large-scale LLM training or inference where 192 GB HBM3e VRAM and 8000 GB/s bandwidth manage models exceeding 8 GB capacities. Its 4500 TFLOPS FP16 and NVLink interconnect excel in distributed clusters at $10.50 per hour, ideal for enterprises scaling to production AI pipelines.

When to Choose the RTX 3070 Ti

Choose the NVIDIA GeForce RTX 3070 Ti for cost-sensitive tasks like prototyping or gaming at $0.06 per hour with 8 GB GDDR6 VRAM sufficient for small models. Its 220W TDP and PCIe form factor suit single-user workstations or low-power cloud instances where 20.3 TFLOPS FP16 meets entry-level needs without overprovisioning.

Use Cases

LLM Training
B200 NVL

B200 NVL's 4500 TFLOPS FP16 and 192 GB VRAM handle massive datasets and models infeasible on RTX 3070 Ti's 20.3 TFLOPS and 8 GB.

LLM Inference
B200 NVL

9000 TFLOPS FP8 and 8000 GB/s bandwidth on B200 NVL serve trillion-parameter models at high throughput; RTX 3070 Ti's 448 GB/s bottlenecks large batches.

Fine-tuning
B200 NVL

192 GB HBM3e supports full-model fine-tuning without sharding; RTX 3070 Ti's 8 GB requires heavy quantization or multi-GPU setups.

Stable Diffusion
RTX 3070 Ti

RTX 3070 Ti's 20.3 TFLOPS FP16 generates images quickly at $0.06 per hour for individuals; B200 NVL overkill for 512x512 resolutions.

Scientific Computing
Either

RTX 3070 Ti suffices for small simulations at low cost; B200 NVL accelerates large-scale CFD or molecular dynamics with 90 TFLOPS FP32.

Frequently Asked Questions

How much VRAM does each GPU have?

NVIDIA B200 NVL offers 192 GB HBM3e. NVIDIA GeForce RTX 3070 Ti provides 8 GB GDDR6. This gap determines maximum model sizes.

What are the FP16 performance figures?

B200 NVL achieves 4500 TFLOPS FP16. RTX 3070 Ti reaches 20.3 TFLOPS FP16. B200 NVL suits high-throughput AI training.

Compare memory bandwidth

B200 NVL delivers 8000 GB/s. RTX 3070 Ti has 448 GB/s. Higher bandwidth on B200 NVL boosts large batch processing.

What is the cloud pricing?

B200 NVL starts at $10.50 per hour average. RTX 3070 Ti from $0.06 per hour average $0.08. RTX 3070 Ti wins on cost per hour.

Which has higher TDP?

B200 NVL TDP is 1000W for data center use. RTX 3070 Ti TDP is 220W for consumer setups. B200 NVL demands robust cooling.

FP32 performance comparison?

B200 NVL provides 90 TFLOPS FP32. RTX 3070 Ti offers 20.3 TFLOPS FP32. B200 NVL excels in general compute tasks.

Which is cheaper to rent, the B200 or the RTX 3070?

Cloud rental prices for both the B200 and RTX 3070 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 3070?

The B200 has 192 GB of HBM3e memory. The RTX 3070 has 8 GB of GDDR6 memory.

Can I find B200 and RTX 3070 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 3070?

The B200 uses the Blackwell architecture (2024) while the RTX 3070 uses Ampere (2020). The B200 delivers 221.7x the FP16 throughput and 17.9x the memory bandwidth of the RTX 3070.

B200 NVL vs RTX 3070 Ti: 221.7x FP16 Gap, 192GB vs 8GB | GPUPerHour