Model benchmarks
Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp local LLM performance
As of September 2026, Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp runs at up to 55.0 tok/s for local inference (best of 4 community benchmark runs across 1 GPU).
Model size
Unknown
Peak speed
55.0 tok/s
Average speed
52.4 tok/s
Avg PP
201.4 tok/s
Min memory
81.8 GB
Max context
262.144 tokens
Avg output / run
35.610 tokens
Avg runtime / run
12m 4s
Avg quality
79.7
Benchmark runs
4
GPUs tested
1
Quality by task
Average LLM-judged quality (0–100) with the run-to-run spread shown as a P5–P95 band, overall and for each benchmark task, across all 4 runs. The low and high columns show how much the judge’s score varies between runs, and need at least two runs to display.
| Task | P5 (low) | Avg | P95 (high) |
|---|---|---|---|
| Overall | 74.6 | 79.7 | 85.7 |
| Agent Workflow | 76.4 | 83.4 | 90.8 |
| Code Generation | 29.9 | 62.7 | 78.5 |
| Role Play & Narrative | 82.6 | 88.5 | 95.4 |
| Research & Analysis | 80.4 | 84.0 | 87.7 |
Performance by hardware and tool
Every hardware/tool/quantization combination Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp has been benchmarked on, ranked by peak token generation speed. Last updated September 2026.
| Hardware | Tool | Quant | Best tok/s | Avg tok/s | Memory | Context | Quality | Runs |
|---|---|---|---|---|---|---|---|---|
| Apple M4 Max | oMLX | — | 55.0 tok/s | 52.4 tok/s | 81.8 GB | 262.144 tokens | 79.7 | 4 |
Benchmark runs
All 4 Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp runs submitted so far — expand one for its hardware, quality breakdown and per-scenario detail.
Frequently asked questions
- Is Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp good for coding?
- In our benchmarks, Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp scores 62.7/100 for coding. It runs at about 52.4 tok/s, so if you want more speed, unsloth/Qwen3.8-27B-GGUF:IQ3_S is faster (~104.3 tok/s) and still scores well for coding (83.0/100).
- Is Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp good for agentic (tool-using) tasks?
- In our benchmarks, Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp scores 83.4/100 for agentic workflows. It runs at about 52.4 tok/s, so if you want more speed, granite-4.2-8b-Q4_K_L is faster (~71.6 tok/s) and still scores well for agentic workflows (92.9/100).
- How fast is Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp for local inference?
- Across 4 community benchmark runs, Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp reaches up to 55.0 tok/s and averages 52.4 tok/s, with the fastest results on Apple M4 Max.
- How much memory does Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp need?
- The leanest observed configuration used about 81.8 GB of memory.
- Which tools have been used to run Qwen3.8-Flash-Next-Dynamic-oQ5e-BF16-PLE-mtp?
- Benchmarks were submitted using oMLX. Results are community-contributed and updated as new runs arrive.