Compatibility Matrix
This matrix shows how many catalog profiles can run at each VRAM tier, split by workload scenario. Use it as a planning shortcut before checking individual model pages.
| Scenario | 8GB tier | 12GB tier | 16GB tier | 24GB tier | 48GB tier |
|---|---|---|---|---|---|
| Chat | 61 | 97 | 115 | 154 | 177 |
| Coding | 45 | 67 | 84 | 120 | 135 |
| Multimodal | 32 | 48 | 59 | 84 | 92 |
| Reasoning | 16 | 31 | 40 | 63 | 77 |
| Embedding | 10 | 10 | 10 | 10 | 10 |
How to use this matrix
- Pick your actual VRAM ceiling first.
- Find the scenario row that matches your workload.
- Open model pages from that subset and compare measured signals.