Specifications Compared
| Spec | A100 | TITAN-V |
|---|---|---|
| TDP | 400W | 250W |
| VRAM | 40-80 GB | 12 GB |
| CUDA Cores | 6,912 | 5,120 |
| Memory Type | HBM2e | HBM2 |
| Architecture | Ampere | Volta |
| Form Factors | SXM4, PCIe | PCIe |
| Interconnect | NVLink, PCIe 4.0, InfiniBand | |
| Tensor Cores | 432 | 640 |
| FP16 Performance | 312 TFLOPS | 13.8 TFLOPS |
| FP32 Performance | 19.5 TFLOPS | 13.8 TFLOPS |
| FP64 Performance | 9.7 TFLOPS | 6.9 TFLOPS |
| INT8 Performance | 624 TOPS | |
| Memory Bandwidth | 2,039 GB/s | 653 GB/s |
Performance Analysis
Compute performance favors the A100 decisively in AI tasks: FP16 throughput reaches 312 TFLOPS on A100 compared to 13.8 TFLOPS on TITAN V, accelerating mixed-precision training by over 22 times. FP32 performance is closer at 19.5 TFLOPS for A100 versus 13.8 TFLOPS for TITAN V, yet still superior for general computing. This FP16/FP32 delta means A100 excels in training deep neural networks where half-precision dominates, reducing time for large models. The 2039 GB/s bandwidth of A100 supports larger batch sizes than TITAN V's 653 GB/s, minimizing data transfer bottlenecks in inference pipelines. VRAM disparity, 40 GB versus 12 GB, allows A100 to handle models exceeding 12 GB without splitting, vital for LLMs. Higher 400W TDP reflects A100's capability for sustained high loads, unlike TITAN V's 250W limit.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
A100 PCIe 40GB
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 Vast.ai | NVIDIA A100 SXM4 80GB 80GB VRAM | 80GB | 256 vCPU 63GB RAM 2826GB Storage | Slovenia | $0.73/GPU/hr | Available | ||
Vast.ai | 2×NVIDIA A100 SXM4 80GB 80GB VRAM | 80GB | 256 vCPU 126GB RAM 794GB Storage | Slovenia | $0.73/GPU/hr $1.47/hr total (2×) | Available | ||
 LeaderGPU | 8×NVIDIA A100 PCIe 80GB 80GB VRAM | 80GB | 64 vCPU 384GB RAM 2000GB Storage | Netherlands | $0.90/GPU/hr $7.20/hr total (8×) | Available | ||
Vast.ai | NVIDIA A100 SXM4 80GB 80GB VRAM | 80GB | 64 vCPU 63GB RAM 557GB Storage | Czechia | $1.00/GPU/hr | Available | ||
 Denvr | 4×NVIDIA A100 PCIe 80GB 80GB VRAM | 80GB | 64 vCPU 512GB RAM 7600GB Storage | Virginia | $1.15/GPU/hr $4.60/hr total (4×) |
When to Choose the A100 PCIe 40GB
Choose the NVIDIA A100 PCIe 40GB for demanding AI workloads like LLM training or inference requiring 312 TFLOPS FP16 and 40 GB VRAM. Its 2039 GB/s bandwidth enables large batch sizes, and cloud availability from $0.60 per hour across 11 offers provides scalability via NVLink and PCIe 4.0. Datacenter form factors suit enterprise deployments.
When to Choose the TITAN V
Opt for the NVIDIA TITAN V if possessing existing hardware with 12 GB HBM2 and 250W TDP for low-power setups. It matches FP32 at 13.8 TFLOPS adequately for scientific simulations or lighter inference without cloud costs. PCIe form factor fits legacy consumer workstations lacking modern interconnects.
Use Cases
A100's 312 TFLOPS FP16 and 40 GB VRAM handle massive models, far exceeding TITAN V's 13.8 TFLOPS and 12 GB.
2039 GB/s bandwidth on A100 supports high-throughput inference with large batches, unlike TITAN V's 653 GB/s limit.
A100's superior FP16 at 312 TFLOPS accelerates fine-tuning of large models fitting in 40 GB VRAM.
40 GB VRAM and 312 TFLOPS FP16 on A100 enable high-resolution generation without memory constraints of TITAN V's 12 GB.
TITAN V's 13.8 TFLOPS FP32 suffices for many simulations at 250W TDP; A100's 19.5 TFLOPS adds edge for intensive tasks.
Frequently Asked Questions
What is the VRAM difference between A100 PCIe 40GB and TITAN V?▾
A100 provides 40 GB HBM2e, while TITAN V offers 12 GB HBM2. This allows A100 to load larger models without partitioning. Bandwidth reaches 2039 GB/s on A100 versus 653 GB/s on TITAN V.
How do FP16 performances compare?▾
A100 achieves 312 TFLOPS FP16, over 22 times TITAN V's 13.8 TFLOPS. This boosts AI training speed significantly. FP32 is 19.5 TFLOPS on A100 against 13.8 TFLOPS on TITAN V.
What are the power requirements?▾
A100 has a 400W TDP, higher than TITAN V's 250W. A100 suits datacenter cooling, while TITAN V fits consumer power supplies. Both use PCIe form factors.
Is TITAN V available in the cloud?▾
No live offers exist for TITAN V currently. A100 PCIe 40GB starts at $0.60 per hour, averaging $1.85 per hour across 11 providers. This makes A100 accessible for rentals.
Which GPU has better interconnects?▾
A100 supports NVLink, PCIe 4.0, and InfiniBand for multi-GPU scaling. TITAN V lacks specified advanced interconnects. A100's options enhance cluster performance.
When was each GPU released?▾
A100 uses Ampere architecture from 2020. TITAN V employs Volta from 2017. The three-year gap reflects A100's advancements in VRAM and compute.
Which is cheaper to rent, the A100 or the TITAN V?▾
Cloud rental prices for both the A100 and TITAN V 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 A100 have compared to the TITAN V?▾
The A100 has 40 to 80 GB of HBM2e memory. The TITAN V has 12 GB of HBM2 memory.
Can I find A100 and TITAN V 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 A100 and the TITAN V?▾
The A100 uses the Ampere architecture (2020) while the TITAN V uses Volta (2017). The A100 delivers 22.6x the FP16 throughput and 3.1x the memory bandwidth of the TITAN V.