unsloth/gemma-4-12b-it-qat
LM-STUDIO GGUFgemma4 · 12B · Q4_K_XL
Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H
starling-lm:7b
OLLAMA GGUFllama · 7B · Q4_0
Mar 6, 2026 · Apple M4
Global Score
75 vs 65
Hardware Fit
48 vs 96
Quality Score
86 vs 52
Hardware
unsloth/gemma-4-12… starling-lm:7b
MachineDocker ContainerMacBook Air
CPUIntel Gen Intel® Core™ i9-11900HApple M4
Cores1610
RAM15 GB32 GB
GPUTigerLake-H GT1 [UHD Graphics]Apple M4
OSUbuntu 26.04 LTSmacOS 26.3
Archx64arm64
Power Modeperformancebalanced
Performance
unsloth/gemma-4-12… starling-lm:7b
Tokens/sec6.023.8
First chunk27 ms232 ms
TTFT5.1 s232 ms
Load time8.4 s0.4 s
Memory usage0.0 GB5.3 GB
Memory %0%17%
HW Fit Score Breakdown
unsloth/gemma-4-12b-it-…
Speed
10/50
TTFT
8/20
Memory
30/30
starling-lm:7b
Speed
46/50
TTFT
20/20
Memory
30/30
Quality
unsloth/gemma-4-12b-it-…
Reasoning
16/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
starling-lm:7b
Reasoning
10/20
Coding
13/20
Instruction
8/20
Structured
3/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest