Is qwen35_122b good for coding?

In our benchmarks, qwen35_122b scores 53.7/100 for coding. It runs at about 15.2 tok/s, so if you want more speed, IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V2.1-GGUF:1 is faster (~25.7 tok/s) and still scores well for coding (85.0/100).

Is qwen35_122b good for agentic (tool-using) tasks?

In our benchmarks, qwen35_122b scores 56.3/100 for agentic workflows. It runs at about 15.2 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 qwen35_122b for local inference?

Across 5 community benchmark runs, qwen35_122b reaches up to 15.2 tok/s and averages 15.2 tok/s, with the fastest results on NVIDIA GeForce RTX 3080.

Which tools have been used to run qwen35_122b?

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

Model benchmarks

qwen35_122b local LLM performance

As of August 2026, qwen35_122b runs at up to 15.2 tok/s for local inference (best of 5 community benchmark runs across 1 GPU).

LM Studio

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Model size

122B

Peak speed

15.2 tok/s

Average speed

15.2 tok/s

Min memory

n/a

Max context

8,192 tokens

Avg runtime / run

23m 30s

Avg quality

66.7

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 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	51.6	66.7	75.8
Agent Workflow	16.9	56.3	82.8
Code Generation	28.1	53.7	64.4
Role Play & Narrative	74.7	80.3	86.9
Research & Analysis	72.8	76.3	80.2

Performance by hardware and tool

Every hardware/tool/quantization combination qwen35_122b 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	—	15.2 tok/s	15.2 tok/s	n/a	8,192 tokens	66.7	5

Benchmark runs

All 5 qwen35_122b runs submitted so far — expand one for its hardware, quality breakdown and per-scenario detail.

Open run page →

Frequently asked questions

Is qwen35_122b good for coding?: In our benchmarks, qwen35_122b scores 53.7/100 for coding. It runs at about 15.2 tok/s, so if you want more speed, IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V2.1-GGUF:1 is faster (~25.7 tok/s) and still scores well for coding (85.0/100).
Is qwen35_122b good for agentic (tool-using) tasks?: In our benchmarks, qwen35_122b scores 56.3/100 for agentic workflows. It runs at about 15.2 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 qwen35_122b for local inference?: Across 5 community benchmark runs, qwen35_122b reaches up to 15.2 tok/s and averages 15.2 tok/s, with the fastest results on NVIDIA GeForce RTX 3080.
Which tools have been used to run qwen35_122b?: Benchmarks were submitted using LM Studio. Results are community-contributed and updated as new runs arrive.