← Back to community benchmarks
gemma-4-26b-a4b-it
Performance
4k
tokens
1,857
PP tok/s
93.6
TG tok/s
2206
TTFT (ms)
14.7
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.3.5.dev1
macOS
macOS 26.1
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,238 | 98.8 | 14.2 GB | view |
| 4k | 1,857 | 93.6 | 14.7 GB | current |
| 8k | 2,224 | 81.0 | 14.8 GB | view |
| 16k | 2,172 | 66.9 | 15.2 GB | view |
| 32k | 1,967 | 49.7 | 16.0 GB | view |
| 64k | 1,585 | 26.1 | 17.7 GB | view |
| 128k | 1,099 | 12.2 | 21.2 GB | view |
| 195k | 813.2 | 7.8 | 24.9 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 98.8 | 1.00× |
| 2× | 158.7 | 1.61× |
| 4× | 231.3 | 2.34× |