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qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · Apple M1 Max

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 4, 2026 · Apple M2 Pro

Global Score
53 vs 89
Hardware Fit
72 vs 88
Quality Score
45 vs 89

Hardware

qwen3.5:9b gemma4:12b
MachineMacBook ProMacBook Pro
CPUApple M1 MaxApple M2 Pro
Cores1010
RAM32 GB16 GB
GPUApple M1 MaxApple M2 Pro
OSmacOS 26.3macOS 26.5
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen3.5:9b gemma4:12b
Tokens/sec18.618.4
First chunk403 ms758 ms
TTFT10.2 s758 ms
Load time4.3 s0.3 s
Memory usage9.1 GB7.5 GB
Memory %28%47%

HW Fit Score Breakdown

qwen3.5:9b

Speed
38/50
TTFT
4/20
Memory
30/30

gemma4:12b

Speed
42/50
TTFT
20/20
Memory
26/30

Quality

qwen3.5:9b

Reasoning
12/20
Coding
3/20
Instruction
5/20
Structured
6/15
Math
11/15
Multilingual
8/10
Reasoning: Adequate Coding: Poor Instruction Following: Weak Structured Output: Weak Math: Adequate Multilingual: Strong

gemma4:12b

Reasoning
17/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View qwen3.5:9b details | View gemma4:12b details

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