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qwen3.5:9b-q8_0

OLLAMA GGUF

qwen35 · 9.7B · Q8_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score
86 vs 87
Hardware Fit
100 vs 81
Quality Score
80 vs 90

Hardware

qwen3.5:9b-q8_0 GPT-20B:20b
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4HP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUIntel Core™ i5-14400FAMD Ryzen 9 9955HX3D 16-Core Processor
Cores1632
RAM32 GB31 GB
GPUNVIDIA GeForce RTX 5060 TiAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3.5:9b-q8_0 GPT-20B:20b
Tokens/sec37.736.9
First chunk120 ms902 ms
TTFT120 ms4.2 s
Load time8.3 s19.5 s
Memory usage8.4 GB13.1 GB
Memory %26%42%

HW Fit Score Breakdown

qwen3.5:9b-q8_0

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

GPT-20B:20b

Speed
47/50
TTFT
7/20
Memory
27/30

Quality

qwen3.5:9b-q8_0

Reasoning
14/20
Coding
16/20
Instruction
15/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

GPT-20B:20b

Reasoning
19/20
Coding
17/20
Instruction
14/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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