Specifications Compared
| Spec | RTX-2000-ADA | RTX-6000-ADA |
|---|---|---|
| TDP | 70W | 300W |
| VRAM | 16 GB | 48 GB |
| CUDA Cores | 2,816 | 18,176 |
| Memory Type | GDDR6 | GDDR6 |
| Architecture | Ada Lovelace | Ada Lovelace |
| Form Factors | PCIe | PCIe |
| Interconnect | NVLink | |
| Tensor Cores | 88 | 568 |
| FP16 Performance | 12 TFLOPS | 91.1 TFLOPS |
| FP32 Performance | 12 TFLOPS | 91.1 TFLOPS |
| INT8 Performance | 192 TOPS | 1,457 TOPS |
| Memory Bandwidth | 288 GB/s | 960 GB/s |
Performance Analysis
Compute performance differs dramatically between these GPUs: the RTX 6000 Ada achieves 91.1 TFLOPS in FP16 and FP32, surpassing the RTX 2000 Ada's 12 TFLOPS by over 7.5 times. This gap accelerates deep learning training, where FP32 precision handles gradient computations, and inference, benefiting from FP16 tensor cores for mixed-precision workloads. Real-world training epochs complete faster on the RTX 6000 Ada, reducing total compute hours. Memory capacity sets another clear divide: 48 GB on the RTX 6000 Ada versus 16 GB on the RTX 2000 Ada enables larger models or batch sizes without offloading to system RAM, critical for transformer-based LLMs exceeding 16 GB. Bandwidth reinforces this: 960 GB/s on the RTX 6000 Ada, more than triple the 288 GB/s of the RTX 2000 Ada, minimizes data transfer delays during high-throughput operations like image generation or simulations. The RTX 6000 Ada's 300W TDP supports sustained peaks, unlike the 70W limit on the RTX 2000 Ada which may throttle under load.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
RTX 2000 Ada
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 RunPod | NVIDIA RTX 2000 Ada Generation 16GB VRAM | 16GB | 6 vCPU 35GB RAM | 🌍global | $0.24/GPU/hr |
RTX 6000 Ada
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
RunPod | NVIDIA RTX 6000 Ada Generation 48GB VRAM | 48GB | 16 vCPU 188GB RAM | 🌍global | $0.50/GPU/hr | |||
RunPod | NVIDIA RTX 6000 Ada Generation 48GB VRAM | 48GB | 10 vCPU 167GB RAM | 🌍global | $0.77/GPU/hr | |||
 Massed Compute | NVIDIA RTX 6000 Ada Generation 48GB VRAM | 48GB | 12 vCPU 72GB RAM 350GB Storage | Iowa | $0.79/GPU/hr | Available | ||
Massed Compute | 8×NVIDIA RTX 6000 Ada Generation 48GB VRAM | 48GB | 104 vCPU 640GB RAM 2800GB Storage | Iowa | $0.79/GPU/hr $6.32/hr total (8×) | Available | ||
Massed Compute | 4×NVIDIA RTX 6000 Ada Generation 48GB VRAM | 48GB | 52 vCPU 288GB RAM 1400GB Storage | Iowa | $0.79/GPU/hr $3.16/hr total (4×) | Available |
When to Choose the RTX 2000 Ada
The RTX 2000 Ada fits scenarios prioritizing low cost and power efficiency. With pricing from $0.14 per hour and an average of $0.29 per hour, it serves development, testing, or inference on models under 16 GB VRAM. Its 70W TDP suits dense cloud instances or edge computing where heat and energy matter. Small-scale fine-tuning or prototyping benefits from 12 TFLOPS without overprovisioning.
When to Choose the RTX 6000 Ada
The RTX 6000 Ada dominates workloads needing substantial resources. Its 48 GB VRAM accommodates large LLMs or datasets, while 91.1 TFLOPS drives rapid training cycles. NVLink enables multi-GPU scaling for distributed tasks, and 960 GB/s bandwidth handles memory-intensive inference. Despite averaging $1.22 per hour, 49 live offers provide flexibility for production AI pipelines.
Use Cases
LLM training demands high FP32 performance and ample VRAM for large batches: the RTX 6000 Ada's 91.1 TFLOPS and 48 GB outpace the RTX 2000 Ada's 12 TFLOPS and 16 GB.
High-throughput inference benefits from 91.1 TFLOPS FP16 and 960 GB/s bandwidth on the RTX 6000 Ada, enabling larger models than the RTX 2000 Ada's 12 TFLOPS and 288 GB/s support.
Fine-tuning mid-to-large models requires 48 GB VRAM to avoid fragmentation: the RTX 6000 Ada's capacity and 91.1 TFLOPS exceed the RTX 2000 Ada's 16 GB and 12 TFLOPS.
Stable Diffusion pipelines leverage 48 GB VRAM for high-resolution generations and 91.1 TFLOPS for fast iterations, far beyond the RTX 2000 Ada's 16 GB and 12 TFLOPS limits.
Scientific simulations need 960 GB/s bandwidth and 91.1 TFLOPS for complex FP32 calculations: the RTX 6000 Ada handles larger datasets than the RTX 2000 Ada's 288 GB/s and 12 TFLOPS.
Frequently Asked Questions
Which GPU has more VRAM, RTX 2000 Ada or RTX 6000 Ada?▾
The RTX 6000 Ada provides 48 GB GDDR6 VRAM, triple the 16 GB on the RTX 2000 Ada. This enables handling larger models in AI tasks. Bandwidth follows suit at 960 GB/s versus 288 GB/s.
How do the TFLOPS compare between RTX 2000 Ada and RTX 6000 Ada?▾
The RTX 6000 Ada delivers 91.1 TFLOPS in FP16 and FP32, about 7.6 times higher than the RTX 2000 Ada's 12 TFLOPS. This boosts training and inference speeds significantly. Both share Ada Lovelace architecture.
What are the cloud pricing differences for these GPUs?▾
RTX 2000 Ada rentals start from $0.14 per hour, averaging $0.29 per hour across three offers. RTX 6000 Ada begins at $0.20 per hour, averaging $1.22 per hour over 49 offers. Prices reflect performance tiers.
What is the TDP of RTX 2000 Ada versus RTX 6000 Ada?▾
The RTX 2000 Ada has a 70W TDP, ideal for low-power setups. The RTX 6000 Ada requires 300W for its higher 91.1 TFLOPS output. This affects cloud instance power limits.
Do both GPUs support the same form factor?▾
Both use PCIe form factors for easy integration. The RTX 6000 Ada adds NVLink for multi-GPU connectivity, absent on the RTX 2000 Ada. This aids scaling in clusters.
Which is newer, RTX 2000 Ada or RTX 6000 Ada?▾
The RTX 2000 Ada launched in 2024, post the RTX 6000 Ada's 2022 release. Both employ Ada Lovelace architecture with identical FP16/FP32 ratios. Differences stem from tier positioning.
Which is cheaper to rent, the RTX 2000 Ada or the RTX 6000 Ada?▾
Cloud rental prices for both the RTX 2000 Ada and RTX 6000 Ada 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 2000 Ada have compared to the RTX 6000 Ada?▾
The RTX 2000 Ada has 16 GB of GDDR6 memory. The RTX 6000 Ada has 48 GB of GDDR6 memory.
Can I find RTX 2000 Ada and RTX 6000 Ada 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 2000 Ada and the RTX 6000 Ada?▾
The RTX 2000 Ada uses the Ada Lovelace architecture (2024) while the RTX 6000 Ada uses Ada Lovelace (2022). The RTX 6000 Ada delivers 7.6x the FP16 throughput and 3.3x the memory bandwidth of the RTX 2000 Ada.