Model benchmarks
qwen36-35b_VISION local LLM performance
As of August 2026, qwen36-35b_VISION runs at up to 33.9 tok/s for local inference (best of 5 community benchmark runs across 1 GPU).
Model size
35B
Peak speed
33.9 tok/s
Average speed
33.1 tok/s
Min memory
n/a
Max context
8,192 tokens
Avg runtime / run
4m 56s
Avg quality
67.0
Benchmark runs
5
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 5 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 | 59.6 | 67.0 | 74.4 |
| Agent Workflow | 30.1 | 52.9 | 77.8 |
| Code Generation | 57.3 | 60.7 | 66.0 |
| Role Play & Narrative | 79.6 | 81.6 | 85.5 |
| Research & Analysis | 70.2 | 73.0 | 75.6 |
Performance by hardware and tool
Every hardware/tool/quantization combination qwen36-35b_VISION 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 |
|---|---|---|---|---|---|---|---|---|
| NVIDIA GeForce RTX 3080 | LM Studio | — | 33.9 tok/s | 33.1 tok/s | n/a | 8,192 tokens | 67.0 | 5 |
Benchmark runs
All 5 qwen36-35b_VISION runs submitted so far — expand one for its hardware, quality breakdown and per-scenario detail.
Frequently asked questions
- Is qwen36-35b_VISION good for coding?
- In our benchmarks, qwen36-35b_VISION scores 60.7/100 for coding. It runs at about 33.1 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 qwen36-35b_VISION good for agentic (tool-using) tasks?
- In our benchmarks, qwen36-35b_VISION scores 52.9/100 for agentic workflows. It runs at about 33.1 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 qwen36-35b_VISION for local inference?
- Across 5 community benchmark runs, qwen36-35b_VISION reaches up to 33.9 tok/s and averages 33.1 tok/s, with the fastest results on NVIDIA GeForce RTX 3080.
- Which tools have been used to run qwen36-35b_VISION?
- Benchmarks were submitted using LM Studio. Results are community-contributed and updated as new runs arrive.