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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 18, 2026 · Intel Core™ i7-14700F

Global Score
86 vs 94
Hardware Fit
100 vs 96
Quality Score
80 vs 93

Hardware

qwen3.5:9b-q8_0 GPT-20B:20b
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4HP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUIntel Core™ i5-14400FIntel Core™ i7-14700F
Cores1628
RAM32 GB64 GB
GPUNVIDIA GeForce RTX 5060 TiNVIDIA GeForce RTX 5080
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3.5:9b-q8_0 GPT-20B:20b
Tokens/sec37.7181.0
First chunk120 ms596 ms
TTFT120 ms1.3 s
Load time8.3 s10.0 s
Memory usage8.4 GB11.9 GB
Memory %26%19%

HW Fit Score Breakdown

qwen3.5:9b-q8_0

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

GPT-20B:20b

Speed
50/50
TTFT
16/20
Memory
30/30

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
18/20
Instruction
16/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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