B200 vs TITAN Xp

BlackwellvsPascalUpdated 36 days ago

The B200 emerges as the clear winner for most contemporary use cases. Its 4500 TFLOPS FP16, 192 GB VRAM, and 8000 GB/s bandwidth deliver unmatched performance for AI training and inference, far surpassing the TITAN Xp's 12.1 TFLOPS and 12 GB limits. Modern workloads demand these specs, rendering the older card obsolete except in rare legacy scenarios.

B200 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

The B200's specifications dwarf those of the TITAN Xp in compute power: FP16 performance hits 4500 TFLOPS on the B200 compared to 12.1 TFLOPS on the TITAN Xp, enabling over 370 times faster half-precision operations critical for deep learning training. FP32 throughput shows 90 TFLOPS versus 12.1 TFLOPS, a sevenfold increase suited for general-purpose computing. The B200's FP8 capability at 9000 TFLOPS further accelerates inference tasks unavailable on the older card.

Memory differences profoundly impact real-world usage. The B200's 192 GB HBM3e VRAM supports massive models and large batch sizes, while 12 GB GDDR5X on the TITAN Xp restricts workloads to smaller scales. Bandwidth at 8000 GB/s versus 548 GB/s reduces data transfer bottlenecks, allowing the B200 to handle larger batches without stalling training or inference pipelines.

Power consumption reveals trade-offs: the B200 demands 1000W TDP for its prowess, contrasting the TITAN Xp's efficient 250W. This delta means the B200 excels in datacenter environments with robust cooling, while the TITAN Xp fits power-constrained desktops.

Live Cloud Pricing

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

B200

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

The B200 stands out for demanding AI workloads requiring vast resources. Its 192 GB VRAM and 8000 GB/s bandwidth enable training large language models or running inference on models exceeding 12 GB, scenarios impossible on the TITAN Xp. Cloud deployments benefit from NVLink and InfiniBand for multi-GPU scaling, with pricing from $1.71 per hour.

Professionals in hyperscale computing or research select the B200 for FP16 at 4500 TFLOPS and FP8 at 9000 TFLOPS, accelerating modern frameworks like PyTorch or TensorFlow.

When to Choose the TITAN Xp

The TITAN Xp fits legacy or budget-conscious setups without cloud needs. Its 12 GB GDDR5X and 12.1 TFLOPS FP32 suit older scientific simulations or graphics tasks incompatible with Blackwell drivers. At 250W TDP, it integrates into standard PCIe desktops without high power infrastructure.

Users maintaining Pascal-optimized software or avoiding rental costs choose the TITAN Xp, especially where no live cloud offers exist and on-premises hardware persists.

Use Cases

LLM Training
B200

The B200's 4500 TFLOPS FP16 and 192 GB VRAM handle massive models and large batches, while the TITAN Xp's 12.1 TFLOPS and 12 GB VRAM cannot scale.

LLM Inference
B200

FP8 at 9000 TFLOPS and 8000 GB/s bandwidth on the B200 enable high-throughput serving; the TITAN Xp lacks FP8 and sufficient memory.

Fine-tuning
B200

192 GB HBM3e supports parameter-efficient fine-tuning of large models; 12 GB GDDR5X on TITAN Xp limits to small datasets.

Stable Diffusion
B200

B200's FP16 4500 TFLOPS accelerates diffusion models with high resolutions; TITAN Xp's 12.1 TFLOPS struggles with complex generations.

Scientific Computing
B200

90 TFLOPS FP32 and NVLink interconnects speed simulations; TITAN Xp's single PCIe and equal 12.1 TFLOPS FP16/FP32 fall short for clusters.

Frequently Asked Questions

Which GPU has more VRAM, B200 or TITAN Xp?

The B200 provides 192 GB HBM3e VRAM. The TITAN Xp offers 12 GB GDDR5X. This 16-fold difference allows the B200 to manage much larger datasets.

How does memory bandwidth compare between B200 and TITAN Xp?

B200 achieves 8000 GB/s bandwidth. TITAN Xp reaches 548 GB/s. Higher bandwidth on B200 supports larger batch sizes in training.

What is the FP16 performance of these GPUs?

B200 delivers 4500 TFLOPS in FP16. TITAN Xp provides 12.1 TFLOPS. This gap favors B200 for AI acceleration.

Is the TITAN Xp available on cloud GPU rental sites?

No live offers exist for TITAN Xp. B200 starts at $1.71 per hour across 16 providers, averaging $4.61 per hour.

Which GPU consumes less power?

TITAN Xp uses 250W TDP. B200 requires 1000W. TITAN Xp suits low-power desktops.

Can TITAN Xp handle modern LLM inference?

TITAN Xp's 12 GB VRAM limits it to small models. B200's 192 GB and 9000 TFLOPS FP8 excel for large-scale inference.

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.