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Compare local AI hardware with workload-aware output.
Radeon PRO W7900 DS 48GB wins for coding in balanced mode
Based on model fit, speed, and quality across top recommendations.
Radeon PRO W7900 DS 48GB
WinnerSQwen 3.6 27B
llama.cppq6-kRuns well
28.8 GB / 48.0 GB
18.7 tok/s262K ctx
SQwen 3.5 27B
llama.cppq6-kRuns well
31.0 GB / 48.0 GB
26.1 tok/s102K ctx
SNemotron 3 Nano 30B
llama.cppq6-kRuns well
32.7 GB / 48.0 GB
23.4 tok/s116K ctx
Quick comparison
| Metric | Radeon PRO W7900 DS 48GB | RTX 4090 24GB |
|---|---|---|
| Models that fit | 3 | 3 |
| Avg decode tok/s | 22.7 | 37.9 |
| Best grade score | 94 | 93 |