qwen3-coder:latest

qwen3moe · 30.5B · Q4_K_M

ECO MODE

Dell Inc. Inspiron 15 3530 (Intel Gen Intel® Core™ i7-1355U)

31 GB · cachyos rolling

Tested on May 24, 2026

Top 36% Compare

Global Score

76 /100

Good

Hardware Fit

51/100

Quality

87/100

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Ollama

ollama pull qwen3-coder:latest

View on Ollama Library

ollama.com/library/qwen3-coder

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GGUF versions & quantizations

Hardware

Machine: Dell Inc. Inspiron 15 3530
CPU: Intel Gen Intel® Core™ i7-1355U
Cores: 12 total (2 perf + 8 eff)
Frequency: 2.8 GHz
RAM: 31 GB
GPU: Raptor Lake-P [Iris Xe Graphics]
OS: cachyos rolling
Arch: x64
Power Mode: low-power

Performance

Tokens/sec Tokens generated per second — higher is better: 7.6
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±0.4
First chunk latency Delay before the first streamed chunk arrives from runtime: 2.0 s
Time to first token How fast the model starts responding — lower is better: 2.0 s
Load time Time to load the model into memory before inference: 8.7 s
Memory usage RAM consumed during inference — percentage of total system memory: 18.9 GB (61%)
Total tokens Total number of tokens generated across all benchmark prompts: 979

Score breakdown

Speed

13/50

Time to first token

18/20

Memory

20/30

Quality

Reasoning

16/20

Coding

19/20

Instruction following

16/20

Structured output

15/15

Math

11/15

Multilingual

10/10

Category levels

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Metadata

Spec version: 0.2.1
Runtime: Ollama 0.24.0
Model format: GGUF
Hardware profile: BALANCED
Result hash: db0967f2203b77ec37d2a50d120a3d6d7fd25f0af7578321a9a716a14956bdd9

Interpretation

Hardware fit: 51/100. Overall suitability: GOOD (Global 76/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Adequate, Multilingual: Strong.

Warnings

System was in low-power mode during this benchmark.
Significant swap activity during benchmark (+2.5 GB). Model may exceed available RAM — results are severely degraded.
Running on battery power — performance may be reduced.

Bench Environment

Thermal: moderate Power: Battery Swap delta: +2.5 GB CPU load: avg 24% (peak 29%)

Run yours now

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest