gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
gemma4:12b-it-qat
OLLAMA GGUFgemma4 · 11.9B · Q4_0
Jun 25, 2026 · Apple M4 Pro
Global Score
84 vs 88
Hardware Fit
69 vs 86
Quality Score
91 vs 89
Hardware
gptoss · 20.9B · M… gemma4:12b-it-qat
MachineMac ProMac mini
CPUIntel Core™ i5-10400Apple M4 Pro
Cores1212
RAM32 GB24 GB
GPUAMD Radeon RX 6700 XTApple M4 Pro
OSmacOS 26.5.1macOS 15.6.1
Archx64arm64
Power Modebalancedbalanced
Performance
gptoss · 20.9B · M… gemma4:12b-it-qat
Tokens/sec17.530.0
First chunk643 ms686 ms
TTFT7.7 s7.1 s
Load time0.0 s5.4 s
Memory usage0.8 GB7.1 GB
Memory %3%30%
HW Fit Score Breakdown
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
Memory
30/30
gemma4:12b-it-qat
Speed
50/50
TTFT
6/20
Memory
30/30
Quality
gptoss · 20.9B · MXFP4
Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
gemma4:12b-it-qat
Reasoning
18/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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