Specifications Compared
| Spec | RTX-5090 | RTX-A2000 |
|---|---|---|
| TDP | 575W | 70W |
| VRAM | 32 GB | 6-12 GB |
| CUDA Cores | 21,760 | 3,328 |
| Memory Type | GDDR7 | GDDR6 |
| Architecture | Blackwell | Ampere |
| Form Factors | PCIe | PCIe |
| Interconnect | PCIe 5.0 | |
| Tensor Cores | 680 | 104 |
| FP8 Performance | 838 TFLOPS | |
| FP16 Performance | 419 TFLOPS | 8 TFLOPS |
| FP32 Performance | 105 TFLOPS | 8 TFLOPS |
| FP64 Performance | 1.6 TFLOPS | |
| INT8 Performance | 838 TOPS | |
| Memory Bandwidth | 1,792 GB/s | 288 GB/s |
Performance Analysis
The RTX 5090's FP16 performance reaches 419 TFLOPS, dwarfing the RTX A2000's 8 TFLOPS, which accelerates mixed-precision training and inference for large models. Its FP32 at 105 TFLOPS supports precise scientific simulations, compared to the A2000's matched 8 TFLOPS that limits complex computations. FP8 capability on RTX 5090 hits 838 TFLOPS, enabling ultra-fast inference on quantized LLMs. Memory bandwidth of 1792 GB/s on RTX 5090 allows massive batch sizes without bottlenecks, unlike the A2000's 288 GB/s that constrains data throughput for even moderate models. In real-world terms, RTX 5090 handles datasets exceeding 32 GB VRAM seamlessly, while A2000 restricts users to smaller batches or models under 12 GB. TDP differences are pronounced: 575W for RTX 5090 demands robust cooling, versus 70W efficiency on A2000 for edge deployments.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
RTX 5090
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 TensorDock | NVIDIA GeForce RTX 5090 32GB VRAM | 32GB | 0 vCPU 0GB RAM | Chubbuck, Idaho | $0.57/GPU/hr | Available | ||
 Vast.ai | NVIDIA GeForce RTX 5090 32GB VRAM | 32GB | 384 vCPU 94GB RAM 570GB Storage | Czechia | $0.81/GPU/hr | Available | ||
Vast.ai | NVIDIA GeForce RTX 5090 32GB VRAM | 32GB | 8 vCPU 30GB RAM 489GB Storage | South Korea | $0.87/GPU/hr | Available | ||
Vast.ai | NVIDIA GeForce RTX 5090 32GB VRAM | 32GB | 16 vCPU 30GB RAM 583GB Storage | South Korea | $0.87/GPU/hr | Available | ||
Vast.ai | NVIDIA GeForce RTX 5090 32GB VRAM | 32GB | 16 vCPU 30GB RAM 495GB Storage | South Korea | $0.91/GPU/hr | Available |
RTX A2000
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 RunPod | NVIDIA RTX A2000 12GB VRAM | 12GB | 6 vCPU 20GB RAM | 🌍global | $0.50/GPU/hr |
When to Choose the RTX 5090
The RTX 5090 excels in high-throughput AI training and generation tasks requiring 32 GB VRAM, such as fine-tuning billion-parameter LLMs or high-resolution Stable Diffusion. Its 419 TFLOPS FP16 and 1792 GB/s bandwidth support large batch sizes, justifying $0.19/hr starting cost for professionals needing PCIe 5.0 speed. Cloud users prioritize it for workloads where time savings offset higher average $0.71/hr pricing across 18 offers.
When to Choose the RTX A2000
The RTX A2000 fits prototyping, lightweight inference, or budget-constrained environments with its 70W TDP and 6-12 GB VRAM suiting small models. At $0.06/hr from (average $0.23/hr across 3 offers), it enables quick experiments without power overhead. Developers choose it for tasks where 8 TFLOPS FP16 suffices and 288 GB/s bandwidth avoids overkill.
Use Cases
RTX 5090's 32 GB VRAM and 419 TFLOPS FP16 handle massive datasets and parameters, far exceeding RTX A2000's 6-12 GB and 8 TFLOPS limits.
With 838 TFLOPS FP8 and 1792 GB/s bandwidth, RTX 5090 delivers high-speed serving for large models; RTX A2000's 8 TFLOPS FP16 cannot compete.
RTX 5090 supports larger models via 32 GB VRAM during fine-tuning; RTX A2000 restricts to smaller ones with 6-12 GB.
High-resolution generation demands 32 GB VRAM and 105 TFLOPS FP32 on RTX 5090; RTX A2000's 6-12 GB limits image sizes.
RTX A2000 suffices for modest simulations at 8 TFLOPS FP32 and 70W TDP; RTX 5090 accelerates complex ones with 105 TFLOPS.
Frequently Asked Questions
Which GPU has more VRAM?▾
RTX 5090 provides 32 GB GDDR7 VRAM, compared to RTX A2000's 6-12 GB GDDR6. This enables RTX 5090 to load much larger models. The difference suits high-end AI versus entry-level tasks.
How do compute performances compare?▾
RTX 5090 offers 419 TFLOPS FP16 and 105 TFLOPS FP32, vastly outperforming RTX A2000's 8 TFLOPS in both. FP8 on RTX 5090 reaches 838 TFLOPS for inference. These gaps define training speed disparities.
What are the cloud pricing differences?▾
RTX 5090 starts at $0.19/hr with average $0.71/hr across 18 offers, while RTX A2000 is $0.06/hr average $0.23/hr across 3 offers. Budget users favor A2000. Performance seekers accept RTX 5090's premium.
Which has higher memory bandwidth?▾
RTX 5090 achieves 1792 GB/s, over six times RTX A2000's 288 GB/s. Higher bandwidth supports larger batches on RTX 5090. This impacts data-heavy workloads significantly.
What are the TDP ratings?▾
RTX 5090 requires 575W TDP, demanding strong power infrastructure, versus RTX A2000's efficient 70W. Lower TDP makes A2000 suitable for low-power setups. RTX 5090 prioritizes peak performance.
Which architecture is newer?▾
RTX 5090 uses Blackwell from 2025 with PCIe 5.0, advancing beyond RTX A2000's Ampere from 2021. Newer architecture brings efficiency gains. This generational shift boosts RTX 5090 capabilities.
Which is cheaper to rent, the RTX 5090 or the RTX A2000?▾
Cloud rental prices for both the RTX 5090 and RTX A2000 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 RTX 5090 have compared to the RTX A2000?▾
The RTX 5090 has 32 GB of GDDR7 memory. The RTX A2000 has 6 to 12 GB of GDDR6 memory.
Can I find RTX 5090 and RTX A2000 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 RTX 5090 and the RTX A2000?▾
The RTX 5090 uses the Blackwell architecture (2025) while the RTX A2000 uses Ampere (2021). The RTX 5090 delivers 52.4x the FP16 throughput and 6.2x the memory bandwidth of the RTX A2000.