← Back to community benchmarks
MiniMax-M2.5
Performance
4k
tokens
726.3
PP tok/s
34.4
TG tok/s
5640
TTFT (ms)
175.0
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.2.6
macOS
macOS 26.3
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 631.8 | 39.5 | 174.0 GB | view |
| 4k | 726.3 | 34.4 | 175.0 GB | current |
| 8k | 675.2 | 29.6 | 175.9 GB | view |
| 16k | 575.5 | 23.7 | 177.8 GB | view |
| 32k | 437.6 | 16.3 | 181.7 GB | view |
| 64k | 292.6 | 10.9 | 189.6 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 39.5 | 1.00× |
| 2× | 58.2 | 1.47× |
| 4× | 74.8 | 1.89× |
| 8× | 105.6 | 2.67× |