Model benchmarks
qwen3.6-35b-a3b-mtp local LLM performance
As of October 2026, qwen3.6-35b-a3b-mtp runs at up to 121.5 tok/s for local inference (best of 2 community benchmark runs across 2 GPUs).
Model size
35B
Peak speed
121.5 tok/s
Average speed
74.5 tok/s
Avg PP
785.6 tok/s
Min memory
19.4 GB
Max context
262,144 tokens
Avg output / run
14,461 tokens
Avg runtime / run
5m 31s
Avg quality
79.9
Benchmark runs
2
GPUs tested
2
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 | 79.7 | 79.9 | 80.1 |
| Agent Workflow | 75.6 | 77.9 | 80.1 |
| Code Generation | 72.4 | 72.6 | 72.8 |
| Role Play & Narrative | 83.4 | 86.0 | 88.6 |
| Research & Analysis | 82.6 | 83.2 | 83.7 |
Performance by hardware and tool
Every hardware/tool/quantization combination qwen3.6-35b-a3b-mtp has been benchmarked on, ranked by peak token generation speed. Last updated October 2026.
| Hardware | Tool | Quant | Best tok/s | Avg tok/s | Memory | Context | Quality | Runs |
|---|---|---|---|---|---|---|---|---|
| AMD Radeon RX 7900 XTX | LM Studio | IQ3_XXS | 121.5 tok/s | 121.5 tok/s | 19.4 GB | 80,000 tokens | 79.7 | 1 |
| AMD Radeon RX 9070/9070 XT/9070 GRE | LM Studio | — | 27.4 tok/s | 27.4 tok/s | n/a | 262,144 tokens | 80.1 | 1 |
Benchmark runs
All 2 qwen3.6-35b-a3b-mtp runs submitted so far — expand one for its hardware, quality breakdown and per-scenario detail.
Frequently asked questions
- Is qwen3.6-35b-a3b-mtp good for coding?
- In our benchmarks, qwen3.6-35b-a3b-mtp scores 72.6/100 for coding. It runs at about 74.5 tok/s, so if you want more speed, Tiel-Coder-35B-A3B-MLX-oQ4e is faster (~107.9 tok/s) and still scores well for coding (81.5/100).
- Is qwen3.6-35b-a3b-mtp good for agentic (tool-using) tasks?
- In our benchmarks, qwen3.6-35b-a3b-mtp scores 77.9/100 for agentic workflows. It runs at about 74.5 tok/s, so if you want more speed, Nex-N2.5-mini-APEX-Mini is faster (~88.2 tok/s) and still scores well for agentic workflows (91.3/100).
- How fast is qwen3.6-35b-a3b-mtp for local inference?
- Across 2 community benchmark runs, qwen3.6-35b-a3b-mtp reaches up to 121.5 tok/s and averages 74.5 tok/s, with the fastest results on AMD Radeon RX 7900 XTX.
- How much memory does qwen3.6-35b-a3b-mtp need?
- The leanest observed configuration used about 19.4 GB of memory (quantizations tested: IQ3_XXS).
- Which tools have been used to run qwen3.6-35b-a3b-mtp?
- Benchmarks were submitted using LM Studio. Results are community-contributed and updated as new runs arrive.