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gemma4:12b-fast

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

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

google/gemma-3-27b

LM-STUDIO MLX

gemma3 · 27B · 4bit

Not Rec.

Mar 19, 2026 · Apple M4

Global Score
85 vs 71
Hardware Fit
80 vs 35
Quality Score
87 vs 86

Hardware

gemma4:12b-fast google/gemma-3-27b
MachineASUSMac mini
CPUIntel Gen Intel® Core™ i7-12700Apple M4
Cores2010
RAM30 GB24 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Apple M4
OSUbuntu 26.04.1 LTSmacOS 26.3
Archx64arm64
Power Modelow-powerbalanced

Performance

gemma4:12b-fast google/gemma-3-27b
Tokens/sec75.95.9
First chunk169 ms19 ms
TTFT30.0 s1.8 s
Load time8.4 sN/A
Memory usage1.3 GB22.0 GB
Memory %5%92%

HW Fit Score Breakdown

gemma4:12b-fast

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

google/gemma-3-27b

Speed
12/50
TTFT
19/20
Memory
4/30

Quality

gemma4:12b-fast

Reasoning
18/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

google/gemma-3-27b

Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong 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