Model benchmarks
Qwen3.8:27B/MTP@180K local LLM performance
As of August 2026, Qwen3.8:27B/MTP@180K runs at up to 53.0 tok/s for local inference (best of 2 community benchmark runs across 0 GPUs).
Model size
27B
Peak speed
53.0 tok/s
Average speed
47.6 tok/s
Min memory
n/a
Max context
65,536 tokens
Avg runtime / run
7m 58s
Avg quality
69.3
Benchmark runs
2
GPUs tested
0
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 2 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 | 65.7 | 69.3 | 72.9 |
| Agent Workflow | 72.6 | 78.0 | 83.4 |
| Code Generation | 4.0 | 39.5 | 75.1 |
| Role Play & Narrative | 61.9 | 73.2 | 84.4 |
| Research & Analysis | 82.0 | 86.6 | 91.3 |
Performance by hardware and tool
Every hardware/tool/quantization combination Qwen3.8:27B/MTP@180K has been benchmarked on, ranked by peak token generation speed. Last updated August 2026.
| Hardware | Tool | Quant | Best tok/s | Avg tok/s | Memory | Context | Quality | Runs |
|---|---|---|---|---|---|---|---|---|
| CPU only | LM Studio | — | 53.0 tok/s | 47.6 tok/s | n/a | 65,536 tokens | 69.3 | 2 |
Benchmark runs
All 2 Qwen3.8:27B/MTP@180K runs submitted so far — expand one for its hardware, quality breakdown and per-scenario detail.
Frequently asked questions
- Is Qwen3.8:27B/MTP@180K good for coding?
- In our benchmarks, Qwen3.8:27B/MTP@180K scores 39.5/100 for coding. It runs at about 47.6 tok/s, so if you want more speed, local-qwen is faster (~60.2 tok/s) and still scores well for coding (84.8/100).
- Is Qwen3.8:27B/MTP@180K good for agentic (tool-using) tasks?
- In our benchmarks, Qwen3.8:27B/MTP@180K scores 78.0/100 for agentic workflows. It runs at about 47.6 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 Qwen3.8:27B/MTP@180K for local inference?
- Across 2 community benchmark runs, Qwen3.8:27B/MTP@180K reaches up to 53.0 tok/s and averages 47.6 tok/s.
- Which tools have been used to run Qwen3.8:27B/MTP@180K?
- Benchmarks were submitted using LM Studio. Results are community-contributed and updated as new runs arrive.