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Compare local AI hardware with workload-aware output.
NVIDIA H100 PCIe 80GB wins for coding in balanced mode
Based on model fit, speed, and quality across top recommendations.
NVIDIA H100 PCIe 80GB
WinnerSQwen3-Coder-Next
llama.cppq4-k-mRuns well
59.2 GB / 80.0 GB
113.5 tok/s244K ctx
SQwen 3.6 27B
llama.cppq8-0Runs well
38.8 GB / 80.0 GB
43.1 tok/s262K ctx
SGemma 4 31B
llama.cppq8-0Runs well
56.4 GB / 80.0 GB
36.7 tok/s42K ctx
Quick comparison
| Metric | NVIDIA H100 PCIe 80GB | RTX 4090 24GB |
|---|---|---|
| Models that fit | 3 | 3 |
| Avg decode tok/s | 64.4 | 37.9 |
| Best grade score | 97 | 93 |