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qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

devstral-small-2-24b-instruct-2512

LM-STUDIO GGUF

mistral3 · 24B · IQ4_XS

Excellent

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
71 vs 81
Hardware Fit
56 vs 80
Quality Score
78 vs 81

Hardware

qwen3.5:9b devstral-small-2-2…
MachineSystem manufacturerSystem manufacturer
CPUAMD Ryzen 5 5500AMD Ryzen 7 5800X 8-Core Processor
Cores1216
RAM16 GB31 GB
GPUNVIDIA GeForce RTX 3060Navi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 11 IoT Enterprise LTSC 10.0.26100Ubuntu 26.04.1 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3.5:9b devstral-small-2-2…
Tokens/sec5.321.5
First chunk1624 ms12 ms
TTFT1.6 s212 ms
Load time4.0 sN/A
Memory usage7.9 GB15.9 GB
Memory %50%51%

HW Fit Score Breakdown

qwen3.5:9b

Speed
11/50
TTFT
20/20
Memory
25/30

devstral-small-2-24b-in…

Speed
35/50
TTFT
20/20
Memory
25/30

Quality

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

devstral-small-2-24b-in…

Reasoning
16/20
Coding
17/20
Instruction
17/20
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