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Compare local AI hardware with workload-aware output.
NVIDIA L40 48GB wins for coding in balanced mode
Based on model fit, speed, and quality across top recommendations.
NVIDIA L40 48GB
WinnerSQwen 3.6 27B
llama.cppq6-kRuns well
28.8 GB / 48.0 GB
24.7 tok/s262K ctx
SQwen 3.5 27B
llama.cppq6-kRuns well
31.0 GB / 48.0 GB
34.5 tok/s102K ctx
SNemotron 3 Nano 30B
llama.cppq6-kRuns well
32.7 GB / 48.0 GB
30.9 tok/s116K ctx
Quick comparison
| Metric | NVIDIA L40 48GB | NVIDIA A40 48GB |
|---|---|---|
| Models that fit | 3 | 3 |
| Avg decode tok/s | 30.0 | 24.6 |
| Best grade score | 95 | 94 |