TITAN Xp vs Tesla V100 16GB

PascalvsVoltaUpdated 35 days ago

V100 emerges as the clear winner for prevalent machine learning use cases: its 125 TFLOPS FP16 and 900 GB/s bandwidth deliver substantial advantages over TITAN Xp's 12.1 TFLOPS and 548 GB/s, enabling faster training and larger models despite the 300W TDP.

Tesla V100 16GB from $0.19/hr

Specifications Compared

SpecTITAN-XPV100
TDP250W300W
VRAM12 GB16-32 GB
CUDA Cores3,8405,120
Memory TypeGDDR5XHBM2
ArchitecturePascalVolta
Form FactorsPCIeSXM2, PCIe
InterconnectNVLink, PCIe 3.0
FP16 Performance12.1 TFLOPS125 TFLOPS
FP32 Performance12.1 TFLOPS15.7 TFLOPS
Memory Bandwidth548 GB/s900 GB/s

Performance Analysis

V100 demonstrates superior FP16 capability at 125 TFLOPS compared to TITAN Xp's 12.1 TFLOPS: this gap accelerates mixed-precision training in deep learning frameworks by enabling faster tensor core operations, reducing training times significantly for models like transformers. FP32 performance remains competitive with V100 at 15.7 TFLOPS versus TITAN Xp's 12.1 TFLOPS, making both viable for inference or simulations reliant on single-precision compute.

Memory bandwidth of 900 GB/s in V100 outpaces TITAN Xp's 548 GB/s: higher throughput supports larger batch sizes in training, minimizing data loading bottlenecks and improving GPU utilization for memory-bound workloads. V100's 16 GB HBM2 exceeds TITAN Xp's 12 GB GDDR5X, accommodating bigger models without swapping to host memory, which enhances overall efficiency in AI pipelines.

Live Cloud Pricing

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

Tesla V100 16GB

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
TensorDock
TensorDock
NVIDIA Tesla V100 16GB
16GB VRAM
$0.19/GPU/hr
Available
TensorDock
TensorDock
NVIDIA Tesla V100 16GB
16GB VRAM
$0.19/GPU/hr
Available
TensorDock
TensorDock
NVIDIA Tesla V100 32GB
32GB VRAM
$0.29/GPU/hr
Available
TensorDock
TensorDock
NVIDIA Tesla V100 32GB
32GB VRAM
$0.29/GPU/hr
Available
Lambda Labs
Lambda Labs
8×NVIDIA Tesla V100 16GB
16GB VRAM
$0.79/GPU/hr
$6.32/hr total (8×)
Available

Compare real-time pricing across 25+ providers

When to Choose the TITAN Xp

TITAN Xp suits power-sensitive personal workstations: its 250W TDP consumes less energy than V100's 300W, ideal for setups without robust cooling. It performs adequately for FP32-heavy tasks at 12.1 TFLOPS in PCIe-only environments, such as general compute or legacy software incompatible with Volta features.

When to Choose the Tesla V100 16GB

V100 dominates AI and HPC workloads: 125 TFLOPS FP16 accelerates training and inference far beyond TITAN Xp's 12.1 TFLOPS. With 16 GB HBM2, 900 GB/s bandwidth, and NVLink interconnect, it scales multi-GPU configurations effectively; cloud pricing from $0.10 per hour provides accessible high performance.

Use Cases

LLM Training
Tesla V100 16GB

V100's 125 TFLOPS FP16 vastly outperforms TITAN Xp's 12.1 TFLOPS, speeding up mixed-precision training. Its 16 GB HBM2 and 900 GB/s bandwidth handle large language models better.

LLM Inference
Tesla V100 16GB

High FP16 performance at 125 TFLOPS in V100 enables low-latency inference. Greater VRAM of 16 GB supports bigger batches than TITAN Xp's 12 GB.

Fine-tuning
Tesla V100 16GB

V100 leverages 125 TFLOPS FP16 for efficient fine-tuning of large models. NVLink interconnect facilitates multi-GPU setups absent in TITAN Xp.

Stable Diffusion
Tesla V100 16GB

V100's 900 GB/s bandwidth and 16 GB VRAM manage high-resolution image generation without bottlenecks. FP16 at 125 TFLOPS accelerates diffusion steps.

Scientific Computing
TITAN Xp

TITAN Xp's 12.1 TFLOPS FP32 matches closely with V100's 15.7 TFLOPS for many simulations. Lower 250W TDP fits power-limited desktops.

Frequently Asked Questions

What is the VRAM capacity of TITAN Xp versus V100?

TITAN Xp provides 12 GB GDDR5X VRAM. V100 offers 16 GB HBM2, allowing larger models and datasets.

How do FP16 performances compare?

TITAN Xp delivers 12.1 TFLOPS FP16. V100 achieves 125 TFLOPS FP16, providing over 10x speedup for tensor operations.

What are the memory bandwidth differences?

TITAN Xp has 548 GB/s bandwidth. V100 reaches 900 GB/s, supporting bigger batch sizes in training.

What are the TDP values?

TITAN Xp consumes 250W TDP. V100 requires 300W TDP, reflecting its higher compute density.

Is cloud pricing available for these GPUs?

TITAN Xp has no live cloud offers. V100 16GB starts at $0.10 per hour, averaging $0.82 per hour across 27 providers.

What interconnects do they support?

TITAN Xp uses PCIe only. V100 supports NVLink and PCIe 3.0 for multi-GPU scaling.

Which is cheaper to rent, the TITAN Xp or the V100?

Cloud rental prices for both the TITAN Xp and V100 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 TITAN Xp have compared to the V100?

The TITAN Xp has 12 GB of GDDR5X memory. The V100 has 16 to 32 GB of HBM2 memory.

Can I find TITAN Xp and V100 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 TITAN Xp and the V100?

The TITAN Xp uses the Pascal architecture (2017) while the V100 uses Volta (2017). The V100 delivers 10.3x the FP16 throughput and 1.6x the memory bandwidth of the TITAN Xp.

TITAN Xp vs Tesla V100 16GB: 12GB vs 32GB | GPUPerHour