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Qwen3.5-9B-OmniCoder-Claude-Polaris-oQ4
Performance
1k
tokens
408.6
PP tok/s
48.7
TG tok/s
2506
TTFT (ms)
5.9
Peak mem (GB)
Hardware
Chip
M4 Pro (20c)
Memory
48 GB
GPU Cores
20
Software
oMLX
v0.3.4
macOS
macOS 26.2
Context
1,024
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 408.6 | 48.7 | 5.9 GB | current |
| 4k | 435.2 | 45.3 | 6.5 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 48.7 | 1.00× |
| 2× | 86.6 | 1.78× |
| 4× | 93.9 | 1.93× |