Performance
32k
tokens
1,223
PP tok/s
52.6
TG tok/s
26804
TTFT (ms)
71.6
Peak mem (GB)
Hardware
Chip
M5 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.3.8
macOS
macOS 26.4.1
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 963.6 | 66.2 | 65.6 GB | view |
| 4k | 1,532 | 64.5 | 66.9 GB | view |
| 8k | 1,581 | 61.9 | 67.8 GB | view |
| 16k | 1,451 | 58.1 | 69.0 GB | view |
| 32k | 1,223 | 52.6 | 71.6 GB | current |
| 64k | 923.4 | 43.6 | 76.8 GB | view |
| 128k | 611.2 | 33.5 | 87.2 GB | view |
| 195k | 446.0 | 25.9 | 98.8 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 66.2 | 1.00× |
| 2× | 98.3 | 1.48× |
| 4× | 135.0 | 2.04× |