← Back to community benchmarks
gemma-3-27b-it-qat
Performance
16k
tokens
301.6
PP tok/s
26.0
TG tok/s
54319
TTFT (ms)
17.9
Peak mem (GB)
Hardware
Chip
M3 Ultra (60c)
Memory
256 GB
GPU Cores
60
Software
oMLX
v0.3.1
macOS
macOS 26.3
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 288.3 | 34.8 | 16.0 GB | view |
| 4k | 303.1 | 32.2 | 16.9 GB | view |
| 8k | 302.3 | 30.5 | 17.2 GB | view |
| 16k | 301.6 | 26.0 | 17.9 GB | current |
| 32k | 294.3 | 20.3 | 19.1 GB | view |
| 64k | 279.4 | 13.3 | 21.8 GB | view |
| 128k | 251.2 | 3.3 | 27.7 GB | view |
| 195k | 225.4 | 2.3 | 33.1 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 34.8 | 1.00× |
| 2× | 51.7 | 1.49× |
| 4× | 62.0 | 1.78× |
| 8× | 68.6 | 1.97× |