llamaperf
Oct 12, 2026
Throughput
62.6 t/s gen · 1077.3 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
MXFP4/BF16 MLX (MLX)
System RAM
512 GB

Use cases

long-context

Summary

User reports gpt-oss 117B-A5.1B at 62.6 t/s generation and 1,077.3 t/s prompt processing on an M3 Ultra 512GB. Setup is MLX with MXFP4/BF16 MLX weights, 32,006 actual input tokens and 128 generated tokens per run, three runs, peak memory 67.2 GB. The figures are medians; prompt processing p10/p90 are 1,074.7 and 1,078.3 t/s, and the configured context cap is unknown.