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Compare local AI hardware with workload-aware output.
AMD Instinct MI100 32GB wins for coding in balanced mode
Based on model fit, speed, and quality across top recommendations.
AMD Instinct MI100 32GB
WinnerSQwen 3.6 27B
llama.cppQ4_K_MRuns well
21.5 GB / 32.0 GB
32.6 tok/s187K ctx
SDevstral Small 2 24B Instruct
llama.cppQ4_K_MRuns well
21.2 GB / 32.0 GB
58.6 tok/s87K ctx
SQwen3-Coder 30B A3B Instruct
llama.cppQ4_K_MRuns well
24.2 GB / 32.0 GB
120.7 tok/s102K ctx
Quick comparison
| Metric | AMD Instinct MI100 32GB | RTX 5090 32GB |
|---|---|---|
| Models that fit | 3 | 3 |
| Avg decode tok/s | 70.6 | 60.5 |
| Best grade score | 100 | 98 |