Tesla P100 vs RTX 4060 Ti

PascalvsAda LovelaceUpdated 33 days ago

The RTX 4060 Ti wins for most cloud machine learning use cases. It provides 62 percent higher FP16/FP32 performance at one-fifth the rental cost of the P100, prioritizing value and modernity over raw memory capacity.

Tesla P100 from $0.60/hr

Specifications Compared

SpecP100RTX-4060
TDP250W115W
VRAM16 GB8 GB
CUDA Cores3,5843,072
Memory TypeHBM2GDDR6
ArchitecturePascalAda Lovelace
Form FactorsSXM2, PCIePCIe
InterconnectNVLink
FP16 Performance9.3 TFLOPS15.1 TFLOPS
FP32 Performance9.3 TFLOPS15.1 TFLOPS
FP64 Performance4.7 TFLOPS
Memory Bandwidth732 GB/s272 GB/s

Performance Analysis

The RTX 4060 Ti outperforms the P100 in peak compute: 15.1 TFLOPS FP16 and FP32 versus 9.3 TFLOPS. This advantage accelerates training and inference in deep learning, where higher throughput reduces epoch times by up to 62 percent in FP16-heavy models.

Memory specs favor the P100: 16 GB HBM2 VRAM supports larger models than the RTX 4060 Ti's 8 GB GDDR6, avoiding out-of-memory errors in fine-tuning. Its 732 GB/s bandwidth triples the 272 GB/s of the RTX 4060 Ti, enabling bigger batch sizes in bandwidth-limited tasks like CNN training without performance stalls.

Both GPUs maintain equal FP16 to FP32 ratios at 1:1, making them viable for mixed-precision workflows. However, Ada Lovelace tensor cores in the RTX 4060 Ti enhance sparsity and efficiency beyond Pascal capabilities.

Live Cloud Pricing

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

Tesla P100

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
LeaderGPU
LeaderGPU
2×NVIDIA Tesla P100
16GB VRAM
$0.60/GPU/hr
$1.20/hr total (2×)
Available

Compare real-time pricing across 25+ providers

When to Choose the Tesla P100

Select the P100 for memory-intensive workloads: its 16 GB HBM2 VRAM and 732 GB/s bandwidth handle large datasets in scientific computing or multi-GPU training via NVLink. Legacy software optimized for Pascal thrives here without recompilation.

High-throughput HPC environments benefit from the P100's datacenter form factors like SXM2.

When to Choose the RTX 4060 Ti

Choose the RTX 4060 Ti for cost-effective modern AI tasks: 15.1 TFLOPS at $0.08 per hour from providers delivers superior TFLOPS per dollar over the P100's 9.3 TFLOPS at $0.60 per hour. Its 115W TDP suits dense cloud instances with lower cooling needs.

Gaming-derived features excel in generative tasks like Stable Diffusion inference.

Use Cases

LLM Training
Tesla P100

The P100's 16 GB VRAM and 732 GB/s bandwidth support larger models and batches than the RTX 4060 Ti's 8 GB and 272 GB/s. This prevents memory bottlenecks in transformer training.

LLM Inference
RTX 4060 Ti

RTX 4060 Ti's 15.1 TFLOPS FP16 outperforms P100's 9.3 TFLOPS at lower $0.08 per hour cost. Ada tensor cores optimize batched serving.

Fine-tuning
Tesla P100

P100 handles bigger parameter sets with 16 GB HBM2 versus 8 GB GDDR6. High bandwidth sustains gradient computations.

Stable Diffusion
RTX 4060 Ti

RTX 4060 Ti leverages Ada RT and tensor cores for faster diffusion at 15.1 TFLOPS and $0.14 average hourly rate. Lower TDP fits consumer workloads.

Scientific Computing
Tesla P100

P100's 732 GB/s bandwidth and NVLink excel in simulations requiring data movement. 16 GB VRAM accommodates complex grids.

Frequently Asked Questions

What is the price difference between P100 and RTX 4060 Ti in the cloud?

The P100 rents from $0.60 per hour on average across one offer. The RTX 4060 Ti starts at $0.08 per hour averaging $0.14 across six offers.

Which has more VRAM: P100 or RTX 4060 Ti?

The P100 provides 16 GB HBM2 VRAM. The RTX 4060 Ti offers 8 GB GDDR6 VRAM.

How do FP32 performance levels compare?

The RTX 4060 Ti delivers 15.1 TFLOPS FP32. The P100 achieves 9.3 TFLOPS FP32.

What are the memory bandwidth specs?

P100 bandwidth reaches 732 GB/s with HBM2. RTX 4060 Ti bandwidth is 272 GB/s with GDDR6.

Which GPU uses less power?

The RTX 4060 Ti has a 115W TDP. The P100 requires 250W TDP.

Is RTX 4060 Ti newer than P100?

Yes, RTX 4060 Ti uses 2023 Ada Lovelace architecture. P100 employs 2016 Pascal architecture.

Which is cheaper to rent, the P100 or the RTX 4060?

Cloud rental prices for both the P100 and RTX 4060 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 P100 have compared to the RTX 4060?

The P100 has 16 GB of HBM2 memory. The RTX 4060 has 8 GB of GDDR6 memory.

Can I find P100 and RTX 4060 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 P100 and the RTX 4060?

The P100 uses the Pascal architecture (2016) while the RTX 4060 uses Ada Lovelace (2023). The RTX 4060 delivers 1.6x the FP16 throughput and 2.7x the memory bandwidth of the P100.

Tesla P100 vs RTX 4060 Ti: 16GB HBM2 vs 8GB GDDR6 | GPUPerHour