Cloud AI 100
other · other · 32 GB LPDDR4X · 75W TDP
VRAM
32 GB
BF16 TFLOPS
150
Bandwidth
134 GB/s
From
$0.00/hr
Spec Sheet
Pricing by Provider
| Provider | On-Demand | Reserved | Spot | Badge |
|---|---|---|---|---|
| qualcomm | $0.00/hr | - | - | Cheapest |
Compatible Models (260)
Single GPU (176 models)
Multi-GPU (84 models)
Training Capabilities
Estimated GPU count for full fine-tuning (AdamW, BF16) and QLoRA
| Model Size | Full Fine-Tune | QLoRA |
|---|---|---|
| 7B model | 5 GPUs | 1 GPU |
| 13B model | 8 GPUs | 1 GPU |
| 70B model | 42 GPUs | 2 GPUs |
Energy Efficiency
Estimated tokens/second per Watt for popular models
Similar GPUs
| GPU | VRAM | BF16 TFLOPS | BW (GB/s) | From |
|---|---|---|---|---|
| Trainium2 | 96 GB | 756 | 3200 | $1.95/hr |
| Groq LPU | 230 GB | 188 | 80000 | $0.00/hr |
| RTX 5090 | 32 GB | 210 | 1792 | $0.89/hr |
| V100 32GB | 32 GB | 28.3 | 900 | $0.19/hr |
| Instinct MI100 | 32 GB | 184.6 | 1229 | $0.40/hr |
Methodology Note
Performance estimates for the Cloud AI 100are based on InferenceBench's roofline performance model with CUDA kernel-level optimization including FlashAttention v2 and PagedAttention. Memory calculations account for model weights (32 GB LPDDR4X available), KV-cache allocation, and activation memory. Throughput predictions use the Cloud AI 100's rated 134 GB/s memory bandwidth and 150 BF16 TFLOPS compute capacity as roofline ceilings, with empirical correction factors per GPU architecture (other). See our full methodology.
Frequently Asked Questions
How many AI models can run on Cloud AI 100?
The Cloud AI 100 can run 260 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 Cloud AI 100.
What is the Cloud AI 100 inference throughput?
The Cloud AI 100 delivers 150 BF16 TFLOPS and 300 FP8 TFLOPS with 134 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 Cloud AI 100 cost per hour?
The Cloud AI 100 is available starting from $0.00/hour via qualcomm. Prices vary by provider and pricing tier (on-demand, reserved, spot). Compare pricing across all providers in the table above.