Instinct MI210
amd · cdna2 · 64 GB HBM2e · 300W TDP
VRAM
64 GB
BF16 TFLOPS
181
Bandwidth
1638 GB/s
From
$0.99/hr
Spec Sheet
Pricing by Provider
| Provider | On-Demand | Reserved | Spot | Badge |
|---|---|---|---|---|
| lambda | $0.99/hr | - | - | Cheapest |
Compatible Models (260)
Single GPU (204 models)
Multi-GPU (56 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 | 4 GPUs | 1 GPU |
| 70B model | 21 GPUs | 1 GPU |
Energy Efficiency
Estimated tokens/second per Watt for popular models
Similar GPUs
| GPU | VRAM | BF16 TFLOPS | BW (GB/s) | From |
|---|---|---|---|---|
| Instinct MI250X | 128 GB | 383 | 3277 | $0.79/hr |
| A16 | 64 GB | 16.8 | 232 | $0.72/hr |
| H100 SXM | 80 GB | 990 | 3350 | $1.89/hr |
| H100 PCIe | 80 GB | 756 | 2000 | $1.89/hr |
| A100 80GB SXM | 80 GB | 312 | 2039 | $1.19/hr |
Methodology Note
Performance estimates for the Instinct MI210are based on InferenceBench's roofline performance model with CUDA kernel-level optimization including FlashAttention v2 and PagedAttention. Memory calculations account for model weights (64 GB HBM2e available), KV-cache allocation, and activation memory. Throughput predictions use the Instinct MI210's rated 1638 GB/s memory bandwidth and 181 BF16 TFLOPS compute capacity as roofline ceilings, with empirical correction factors per GPU architecture (cdna2). See our full methodology.
Frequently Asked Questions
How many AI models can run on Instinct MI210?
The Instinct MI210 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 4x Instinct MI210.
What is the Instinct MI210 inference throughput?
The Instinct MI210 delivers 181 BF16 TFLOPS and 181 FP8 TFLOPS with 1638 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 Instinct MI210 cost per hour?
The Instinct MI210 is available starting from $0.99/hour via lambda. Prices vary by provider and pricing tier (on-demand, reserved, spot). Compare pricing across all providers in the table above.