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qwen3.5:9b-q8_0

OLLAMA GGUF

qwen35 · 9.7B · Q8_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

huihui-devstral-small-2-24b-instruct-2512-abliterated-i1

LM-STUDIO GGUF

mistral3 · 24B · Q4_K_S

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
86 vs 78
Hardware Fit
100 vs 74
Quality Score
80 vs 79

Hardware

qwen3.5:9b-q8_0 huihui-devstral-sm…
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4System manufacturer
CPUIntel Core™ i5-14400FAMD Ryzen 7 5800X 8-Core Processor
Cores1616
RAM32 GB32 GB
GPUNVIDIA GeForce RTX 5060 TiAMD Radeon RX 9060 XT
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3.5:9b-q8_0 huihui-devstral-sm…
Tokens/sec37.717.5
First chunk120 ms20 ms
TTFT120 ms279 ms
Load time8.3 sN/A
Memory usage8.4 GB15.6 GB
Memory %26%49%

HW Fit Score Breakdown

qwen3.5:9b-q8_0

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

huihui-devstral-small-2…

Speed
29/50
TTFT
20/20
Memory
25/30

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

huihui-devstral-small-2…

Reasoning
16/20
Coding
17/20
Instruction
15/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak 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