Performance
32k
tokens
1,889
PP tok/s
85.6
TG tok/s
17344
TTFT (ms)
36.8
Peak mem (GB)
Hardware
Chip
M5 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.5.3
macOS
macOS 26.5.2
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 2,348 | 100.7 | 35.5 GB | view |
| 4k | 3,745 | 98.3 | 36.4 GB | view |
| 8k | 4,088 | 96.0 | 36.7 GB | view |
| 16k | 2,447 | 92.0 | 36.5 GB | view |
| 32k | 1,889 | 85.6 | 36.8 GB | current |
| 64k | 1,177 | 74.6 | 37.4 GB | view |
| 128k | 692.8 | 59.6 | 38.7 GB | view |
| 195k | 494.6 | 50.7 | 40.1 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 100.7 | 1.00× |
| 2× | 210.0 | 2.09× |
| 4× | 419.9 | 4.17× |
| 8× | 840.8 | 8.35× |