NVIDIA T4 vs Tesla V100 SXM2 32GB
Complete side-by-side comparison of specs, performance, memory, power efficiency, and pricing.
NVIDIA T4
5
Spec Wins
Tesla V100 SXM2 32GB
9
Detailed Specifications
NVIDIA T4 — Best For
Tesla V100 SXM2 32GB — Best For
Who Should Choose Each GPU?
Choose NVIDIA T4 if you…
- ✓Need maximum CUDA/TensorRT/vLLM ecosystem compatibility
- ✓Have power-constrained data centers (70W vs 300W TDP)
- ✓Working with a tighter CapEx budget (lower list price)
- ✓Running Budget Inference workloads
- ✓Running NLP Serving workloads
- ✓Running High-Density GPU Farms workloads
Choose Tesla V100 SXM2 32GB if you…
- ✓Need maximum CUDA/TensorRT/vLLM ecosystem compatibility
- ✓Need more VRAM (32GB vs 16GB) for large model inference
- ✓Running Budget ML Training workloads
- ✓Running Classic Deep Learning workloads
- ✓Running Legacy Pipelines workloads
Verdict
The NVIDIA T4 and Tesla V100 SXM2 32GB target different priorities. The Tesla V100 SXM2 32GB's 32GB of HBM2 gives it a clear edge for large-model inference where fitting the full model in VRAM eliminates quantization overhead. Both GPUs use CUDA, so ecosystem switching cost is not a factor. Use our TCO Calculator to model the full 3-year cost difference for your specific utilization and power costs.
NVIDIA T4 vs Tesla V100 SXM2 32GB: Common Questions
Which is faster, NVIDIA T4 or Tesla V100 SXM2 32GB?+
In FP8 throughput, the Tesla V100 SXM2 32GB leads with 0 TFLOPS vs 0 TFLOPS. For LLM inference, memory capacity and bandwidth often matter more than raw TFLOPS — the Tesla V100 SXM2 32GB has more VRAM (32GB).
Is NVIDIA T4 or Tesla V100 SXM2 32GB better for LLM training?+
For LLM training at scale, the Tesla V100 SXM2 32GB has higher raw throughput. However, the choice also depends on your software stack: NVIDIA T4 offers CUDA compatibility with the widest framework support (PyTorch, JAX, TensorRT).
What is the price difference between NVIDIA T4 and Tesla V100 SXM2 32GB?+
The NVIDIA T4 is estimated at $2,000 per unit and the Tesla V100 SXM2 32GB at $3,000. Actual pricing varies by vendor, volume, and configuration. Check our Buy page for current reseller pricing.
Which GPU is more power efficient, NVIDIA T4 or Tesla V100 SXM2 32GB?+
The NVIDIA T4 has a lower TDP (70W vs 300W). Performance-per-watt depends on your workload — for FP8 inference, divide TFLOPS by TDP: NVIDIA T4 = 0.0 TFLOPS/W vs Tesla V100 SXM2 32GB = 0.0 TFLOPS/W.