Compare
Compare local AI hardware with workload-aware output.
Operating mode: Balanced. Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.
AMD Instinct MI250X 128GB wins for coding in balanced mode
Based on model fit, speed, and quality across top recommendations.
AMD Instinct MI250X 128GB
WinnerSQwen3-Coder-Next
llama.cppQ4_K_MRuns well
64.0 GB / 128.0 GB
168.6 tok/s256K ctx
SQwen 3.5 122B A10B
llama.cppQ4_K_MRuns well
90.6 GB / 128.0 GB
100.3 tok/s131K ctx
SDevstral 2 123B Instruct
llama.cppQ4_K_MRuns well
94.1 GB / 128.0 GB
36.2 tok/s117K ctx
Intel Data Center GPU Max 1550 128GB
SQwen3-Coder-Next
llama.cppQ4_K_MRuns well
64.0 GB / 128.0 GB
136.1 tok/s256K ctx
SQwen 3.5 122B A10B
llama.cppQ4_K_MRuns well
90.6 GB / 128.0 GB
81.0 tok/s131K ctx
SDevstral 2 123B Instruct
llama.cppQ4_K_MRuns well
94.1 GB / 128.0 GB
29.2 tok/s117K ctx
Quick comparison
| Metric | AMD Instinct MI250X 128GB | Intel Data Center GPU Max 1550 128GB |
|---|---|---|
| Models that fit | 3 | 3 |
| Avg decode tok/s | 101.7 | 82.1 |
| Best grade score | 99 | 99 |