qwen3-coder:30b

qwen3moe · 30.5B · Q4_K_M

Gigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4 (Intel Core™ i5-14400F)

32 GB · Microsoft Windows 11 Professionnel 10.0.26200

Tested on September 15, 2026 · Submitted by ichido

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Global Score

89 /100

Excellent

Hardware Fit

92/100

Quality

88/100

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GGUF versions & quantizations

Hardware

Machine: Gigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPU: Intel Core™ i5-14400F
Cores: 16 total (16 perf)
Frequency: 2.5 GHz
RAM: 32 GB DDR4
GPU: NVIDIA GeForce RTX 5060 Ti
OS: Microsoft Windows 11 Professionnel 10.0.26200
Arch: x64
Power Mode: balanced

Performance

Tokens/sec Tokens generated per second — higher is better: 57.0
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: 194 ms
Time to first token How fast the model starts responding — lower is better: 194 ms
Load time Time to load the model into memory before inference: 13.8 s
Memory usage RAM consumed during inference — percentage of total system memory: 17.9 GB (56%)
Total tokens Total number of tokens generated across all benchmark prompts: 1008

Score breakdown

Speed

50/50

Time to first token

20/20

Memory

22/30

Quality

Reasoning

16/20

Coding

19/20

Instruction following

17/20

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 0.34.0
Model format: GGUF
Hardware profile: BALANCED
Result hash: 875b2c027d1c460387e5d1c2a0b56a5511a8119d98609aa257d622e8b3a2fd44

Interpretation

Hardware fit: 92/100. Overall suitability: EXCELLENT (Global 89/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Adequate, Multilingual: Strong.

Bench Environment

CPU load: avg 58% (peak 69%)

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