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gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700

qwen3.6:35b

OLLAMA GGUF

qwen35moe · 36.0B · Q4_K_M

Not Rec.

May 25, 2026 · Apple M4 Pro

Global Score
86 vs 70
Hardware Fit
80 vs 66
Quality Score
89 vs 71

Hardware

gemma4:12b qwen3.6:35b
MachineASUSMacBook Pro
CPUIntel Gen Intel® Core™ i7-12700Apple M4 Pro
Cores2014
RAM30 GB48 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Apple M4 Pro
OSUbuntu 26.04.1 LTSmacOS 26.4.1
Archx64arm64
Power Modelow-powerbalanced

Performance

gemma4:12b qwen3.6:35b
Tokens/sec74.430.6
First chunk152 ms304 ms
TTFT30.0 s30.0 s
Load time0.0 s10.0 s
Memory usage0.8 GB28.1 GB
Memory %3%59%

HW Fit Score Breakdown

gemma4:12b

Speed
50/50
TTFT
0/20
Memory
30/30

qwen3.6:35b

Speed
45/50
TTFT
0/20
Memory
21/30

Quality

gemma4:12b

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

qwen3.6:35b

Reasoning
18/20
Coding
12/20
Instruction
12/20
Structured
6/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Weak 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