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qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

hf.co/lmstudio-community/gemma-4-E4B-it-GGUF:Q6_K

OLLAMA GGUF

gemma4 · 7.52B · unknown

Excellent

Aug 23, 2026 · Apple M1 Pro

Global Score
71 vs 88
Hardware Fit
56 vs 100
Quality Score
78 vs 83

Hardware

qwen3.5:9b hf.co/lmstudio-com…
MachineSystem manufacturerMacBook Pro
CPUAMD Ryzen 5 5500Apple M1 Pro
Cores1210
RAM16 GB16 GB
GPUNVIDIA GeForce RTX 3060Apple M1 Pro
OSMicrosoft Windows 11 IoT Enterprise LTSC 10.0.26100macOS 26.6.2
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3.5:9b hf.co/lmstudio-com…
Tokens/sec5.334.6
First chunk1624 ms210 ms
TTFT1.6 s210 ms
Load time4.0 s4.0 s
Memory usage7.9 GB3.9 GB
Memory %50%25%

HW Fit Score Breakdown

qwen3.5:9b

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

hf.co/lmstudio-communit…

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

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

hf.co/lmstudio-communit…

Reasoning
14/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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