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qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.0B · Q4_K_M

Excellent

Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H

qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
85 vs 68
Hardware Fit
100 vs 100
Quality Score
79 vs 54

Hardware

qwen3.5:9b qwen2.5-coder:1.5b
MachineMicro-Star International Co., Ltd. Stealth GS77 12UHLENOVO 20U30029MB
CPUIntel Gen Intel® Core™ i9-12900HIntel Core™ i5-10210U
Cores208
RAM32 GB15 GB
GPUIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPUCometLake-U GT2 [UHD Graphics]
OSMicrosoft Windows 11 Home 10.0.26200Pop 24.04 LTS
Archx64x64
Power Modebalancedlow-power

Performance

qwen3.5:9b qwen2.5-coder:1.5b
Tokens/sec41.421.8
First chunk162 ms499 ms
TTFT162 ms499 ms
Load time8.1 s4.4 s
Memory usage5.9 GB1.5 GB
Memory %19%10%

HW Fit Score Breakdown

qwen3.5:9b

Speed
50/50
TTFT
20/20
Memory
30/30

qwen2.5-coder:1.5b

Speed
50/50
TTFT
20/20
Memory
30/30

Quality

qwen3.5:9b

Reasoning
14/20
Coding
15/20
Instruction
15/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

qwen2.5-coder:1.5b

Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest