B200 SXM vs TITAN Xp

BlackwellvsPascalUpdated 35 days ago

The B200 claims victory for prevalent AI use cases: 4500 TFLOPS FP16 and 192 GB VRAM deliver over 370 times the half-precision performance and 16 times the memory of TITAN Xp, enabling efficient large-model training and inference unattainable on Pascal hardware.

B200 SXM from $3.95/hr

Specifications Compared

SpecB200TITAN-XP
TDP1000W250W
VRAM192 GB12 GB
CUDA Cores18,4323,840
Memory TypeHBM3eGDDR5X
ArchitectureBlackwellPascal
Form FactorsSXM, NVLPCIe
InterconnectNVLink, PCIe 6.0, InfiniBand
Tensor Cores576
FP8 Performance9,000 TFLOPS
FP16 Performance4,500 TFLOPS12.1 TFLOPS
FP32 Performance90 TFLOPS12.1 TFLOPS
FP64 Performance45 TFLOPS
INT8 Performance9,000 TOPS
Memory Bandwidth8,000 GB/s548 GB/s

Performance Analysis

B200's FP16 throughput of 4500 TFLOPS vastly exceeds TITAN Xp's 12.1 TFLOPS, accelerating AI training and inference where half-precision dominates. The FP32 figures reveal B200 at 90 TFLOPS compared to TITAN Xp's 12.1 TFLOPS: this gap enhances B200 for precision-sensitive tasks, though its FP16 emphasis suits mixed-precision workflows in deep learning frameworks.

Memory bandwidth disparities prove critical: B200's 8000 GB/s enables larger batch sizes in model training, minimizing data loading bottlenecks, whereas TITAN Xp's 548 GB/s constrains scalability for datasets exceeding 12 GB VRAM. In practice, B200's 192 GB capacity loads full large language models on a single GPU, reducing multi-device synchronization overhead absent in TITAN Xp's PCIe-only form factor.

Power demands reflect intent: B200's 1000W TDP supports sustained datacenter loads via NVLink and InfiniBand, outperforming TITAN Xp's 250W for consumer envelopes.

Live Cloud Pricing

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

B200 SXM

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 SXM

Data center operators prioritize the B200 for LLM training and inference: 192 GB HBM3e VRAM and 4500 TFLOPS FP16 handle models with billions of parameters without partitioning. Cloud deployments leverage its $1.71 per hour starting price and interconnects like NVLink for multi-GPU scaling.

High-throughput scientific simulations select B200, as 8000 GB/s bandwidth sustains large dataset processing beyond TITAN Xp capabilities.

When to Choose the TITAN Xp

Hobbyists with standard desktops opt for TITAN Xp: its 250W TDP integrates into consumer power supplies without modifications, and PCIe form factor simplifies local installations. Smaller-scale tasks like basic fine-tuning fit within 12 GB GDDR5X VRAM.

Users avoiding cloud costs choose TITAN Xp for on-premises gaming or legacy Pascal-optimized software, given no live cloud offers.

Use Cases

LLM Training
B200 SXM

B200's 192 GB VRAM and 8000 GB/s bandwidth support massive batch sizes for billion-parameter models. TITAN Xp's 12 GB limits it to tiny subsets.

LLM Inference
B200 SXM

4500 TFLOPS FP16 on B200 accelerates high-concurrency serving. TITAN Xp's 12.1 TFLOPS FP16 cannot handle production-scale requests.

Fine-tuning
B200 SXM

B200's 90 TFLOPS FP32 and FP8 at 9000 TFLOPS optimize parameter-efficient methods. TITAN Xp struggles with datasets beyond 12 GB.

Stable Diffusion
B200 SXM

B200's high bandwidth and VRAM enable high-resolution generations at scale. TITAN Xp suffices for basic 512x512 images but bottlenecks larger workflows.

Scientific Computing
B200 SXM

B200's interconnects and 1000W TDP sustain complex simulations. TITAN Xp fits simple FP32 tasks at 12.1 TFLOPS.

Frequently Asked Questions

What is the VRAM difference between NVIDIA B200 and TITAN Xp?

B200 provides 192 GB HBM3e VRAM, dwarfing TITAN Xp's 12 GB GDDR5X. This enables B200 to process models 16 times larger without offloading.

How do FP16 performances compare?

B200 delivers 4500 TFLOPS FP16, over 370 times TITAN Xp's 12.1 TFLOPS. Such superiority speeds AI inference by orders of magnitude.

What are the memory bandwidth specs?

B200 achieves 8000 GB/s, approximately 15 times TITAN Xp's 548 GB/s. Higher bandwidth on B200 reduces latency for data-intensive workloads.

Is cloud pricing available for these GPUs?

B200 SXM starts at $1.71 per hour with average $4.60 across 13 offers. TITAN Xp has no live cloud offers.

What are the power requirements?

B200 demands 1000W TDP for datacenter use, while TITAN Xp uses 250W suitable for desktops. B200 pairs with advanced cooling in SXM form.

Which architecture do they use?

B200 runs Blackwell from 2024 with FP8 at 9000 TFLOPS. TITAN Xp uses Pascal from 2017 with balanced 12.1 TFLOPS FP16 and FP32.

Which is cheaper to rent, the B200 or the TITAN Xp?

Cloud rental prices for both the B200 and TITAN Xp 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 TITAN Xp?

The B200 has 192 GB of HBM3e memory. The TITAN Xp has 12 GB of GDDR5X memory.

Can I find B200 and TITAN Xp 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 TITAN Xp?

The B200 uses the Blackwell architecture (2024) while the TITAN Xp uses Pascal (2017). The B200 delivers 371.9x the FP16 throughput and 14.6x the memory bandwidth of the TITAN Xp.

B200 SXM vs TITAN Xp: 371.9x FP16 Gap, 192GB vs 12GB | GPUPerHour