RTX 6000 Ada
nvidia · ada · 48 GB GDDR6 · 300W TDP
VRAM
48 GB
BF16 TFLOPS
91.1
Bandwidth
960 GB/s
From
$0.59/hr
Spec Sheet
Pricing by Provider
| Provider | On-Demand | Reserved | Spot | Badge |
|---|---|---|---|---|
| tensordock | $0.79/hr | - | $0.59/hr | Cheapest |
| vast_ai | $0.89/hr | - | $0.65/hr | |
| runpod | $1.29/hr | - | $0.99/hr | |
| lambda | $1.09/hr | - | - |
Compatible Models (267)
Single GPU (198 models)
Multi-GPU (69 models)
Training Capabilities
Estimated GPU count for full fine-tuning (AdamW, BF16) and QLoRA
| Model Size | Full Fine-Tune | QLoRA |
|---|---|---|
| 7B model | 3 GPUs | 1 GPU |
| 13B model | 6 GPUs | 1 GPU |
| 70B model | 28 GPUs | 1 GPU |
Energy Efficiency
Estimated tokens/second per Watt for popular models
Similar GPUs
Methodology Note
Performance estimates for the RTX 6000 Adaare based on InferenceBench's roofline performance model with CUDA kernel-level optimization including FlashAttention v2 and PagedAttention. Memory calculations account for model weights (48 GB GDDR6 available), KV-cache allocation, and activation memory. Throughput predictions use the RTX 6000 Ada's rated 960 GB/s memory bandwidth and 91.1 BF16 TFLOPS compute capacity as roofline ceilings, with empirical correction factors per GPU architecture (ada). See our full methodology.
Frequently Asked Questions
How many AI models can run on RTX 6000 Ada?
The RTX 6000 Ada can run 267 AI models from our database within a single node. Compatible models range across various parameter sizes depending on the quantization precision (BF16, FP8, INT4). Smaller models fit on a single GPU while larger models may require multi-GPU setups up to 8x RTX 6000 Ada.
What is the RTX 6000 Ada inference throughput?
The RTX 6000 Ada delivers 91.1 BF16 TFLOPS and 182.2 FP8 TFLOPS with 960 GB/s memory bandwidth. Actual inference throughput (tokens/sec) depends on the model size, precision, and batch size. Use our calculator for model-specific throughput estimates.
How much does RTX 6000 Ada cost per hour?
The RTX 6000 Ada is available starting from $0.59/hour via tensordock. Prices vary by provider and pricing tier (on-demand, reserved, spot). Compare pricing across all providers in the table above.