Is qwen:latest good for coding?

In our benchmarks, qwen:latest scores 3.0/100 for coding. It runs at about 75.0 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 qwen:latest good for agentic (tool-using) tasks?

In our benchmarks, qwen:latest scores 19.2/100 for agentic workflows. It runs at about 75.0 tok/s, so if you want more speed, Qwen3.8-Flash-Next-oQ3.5e-mtp is faster (~98.5 tok/s) and still scores well for agentic workflows (92.5/100).

How fast is qwen:latest for local inference?

Across 10 community benchmark runs, qwen:latest reaches up to 76.7 tok/s and averages 75.0 tok/s, with the fastest results on NVIDIA GeForce RTX 3060.

Which tools have been used to run qwen:latest?

Benchmarks were submitted using Ollama. Results are community-contributed and updated as new runs arrive.

Model benchmarks

qwen:latest local LLM performance

As of November 2026, qwen:latest runs at up to 76.7 tok/s for local inference (best of 10 community benchmark runs across 1 GPU).

OllamaQ4_0

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Model size

Unknown

Peak speed

76.7 tok/s

Average speed

75.0 tok/s

Avg PP

1943.5 tok/s

Min memory

n/a

Max context

24,576 tokens

Avg output / run

1,329 tokens

Avg runtime / run

30s

Avg quality

9.5

Benchmark runs

GPUs tested

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 10 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	3.0	9.5	15.6
Agent Workflow	1.8	19.2	51.0
Code Generation	0.0	3.0	13.3
Role Play & Narrative	3.5	10.6	20.0
Research & Analysis	0.7	5.0	12.4

Performance by hardware and tool

Every hardware/tool/quantization combination qwen:latest has been benchmarked on, ranked by peak token generation speed. Last updated November 2026.

Hardware	Tool	Quant	Best tok/s	Avg tok/s	Memory	Context	Quality	Runs
NVIDIA GeForce RTX 3060	Ollama	Q4_0	76.7 tok/s	75.0 tok/s	n/a	24,576 tokens	9.5	10

Benchmark runs

All 10 qwen:latest runs submitted so far — expand one for its hardware, quality breakdown and per-scenario detail.

Open run page →

Frequently asked questions

Is qwen:latest good for coding?: In our benchmarks, qwen:latest scores 3.0/100 for coding. It runs at about 75.0 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 qwen:latest good for agentic (tool-using) tasks?: In our benchmarks, qwen:latest scores 19.2/100 for agentic workflows. It runs at about 75.0 tok/s, so if you want more speed, Qwen3.8-Flash-Next-oQ3.5e-mtp is faster (~98.5 tok/s) and still scores well for agentic workflows (92.5/100).
How fast is qwen:latest for local inference?: Across 10 community benchmark runs, qwen:latest reaches up to 76.7 tok/s and averages 75.0 tok/s, with the fastest results on NVIDIA GeForce RTX 3060.
Which tools have been used to run qwen:latest?: Benchmarks were submitted using Ollama. Results are community-contributed and updated as new runs arrive.