Model benchmarks
unsloth/Qwen3.6-35B-A3B-MTP-GGUF local LLM performance
As of October 2026, unsloth/Qwen3.6-35B-A3B-MTP-GGUF runs at up to 53.0 tok/s for local inference (best of 2 community benchmark runs across 1 GPU).
Model size
35B
Peak speed
53.0 tok/s
Average speed
52.7 tok/s
Avg PP
440.7 tok/s
Min memory
n/a
Max context
8,192 tokens
Avg output / run
17,401 tokens
Avg runtime / run
5m 57s
Avg quality
75.8
Benchmark runs
2
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 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 | 73.8 | 75.8 | 77.8 |
| Agent Workflow | 67.0 | 71.1 | 75.2 |
| Code Generation | 75.7 | 76.5 | 77.3 |
| Role Play & Narrative | 75.8 | 81.5 | 87.2 |
| Research & Analysis | 66.8 | 74.1 | 81.4 |
Performance by hardware and tool
Every hardware/tool/quantization combination unsloth/Qwen3.6-35B-A3B-MTP-GGUF 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 |
|---|---|---|---|---|---|---|---|---|
| NVIDIA GeForce RTX 3070 Ti | Unsloth Studio | UD-Q4_K_M | 53.0 tok/s | 52.7 tok/s | n/a | 8,192 tokens | 75.8 | 2 |
Benchmark runs
All 2 unsloth/Qwen3.6-35B-A3B-MTP-GGUF runs submitted so far — expand one for its hardware, quality breakdown and per-scenario detail.
Frequently asked questions
- Is unsloth/Qwen3.6-35B-A3B-MTP-GGUF good for coding?
- In our benchmarks, unsloth/Qwen3.6-35B-A3B-MTP-GGUF scores 76.5/100 for coding. It runs at about 52.7 tok/s, so if you want more speed, ornith-ai/Ornith-1.5-35B-A3B-GGUF is faster (~90.8 tok/s) and still scores well for coding (83.8/100).
- Is unsloth/Qwen3.6-35B-A3B-MTP-GGUF good for agentic (tool-using) tasks?
- In our benchmarks, unsloth/Qwen3.6-35B-A3B-MTP-GGUF scores 71.1/100 for agentic workflows. It runs at about 52.7 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 unsloth/Qwen3.6-35B-A3B-MTP-GGUF for local inference?
- Across 2 community benchmark runs, unsloth/Qwen3.6-35B-A3B-MTP-GGUF reaches up to 53.0 tok/s and averages 52.7 tok/s, with the fastest results on NVIDIA GeForce RTX 3070 Ti.
- Which tools have been used to run unsloth/Qwen3.6-35B-A3B-MTP-GGUF?
- Benchmarks were submitted using Unsloth Studio. Results are community-contributed and updated as new runs arrive.