gemma4:12b
OLLAMA GGUFgemma4 · 11.9B · Q4_K_M
Aug 22, 2026 · Apple M1 Pro
qwen3:32b
OLLAMA GGUFqwen3 · 32.8B · Q4_K_M
Jun 26, 2026 · Cortex-X925
Global Score
63 vs 79
Hardware Fit
62 vs 59
Quality Score
63 vs 88
Hardware
gemma4:12b qwen3:32b
MachineMacBook ProNVIDIA NVIDIA_DGX_Spark
CPUApple M1 ProCortex-X925
Cores1020
RAM16 GB122 GB
GPUApple M1 ProDevice 2e12
OSmacOS 26.6.2Ubuntu 24.04.4 LTS
Archarm64arm64
Power Modebalancedperformance
Performance
gemma4:12b qwen3:32b
Tokens/sec15.39.7
First chunk1142 ms324 ms
TTFT30.0 s324 ms
Load time5.4 s24.5 s
Memory usage7.6 GB26.8 GB
Memory %47%22%
HW Fit Score Breakdown
gemma4:12b
Speed
36/50
TTFT
0/20
Memory
26/30
qwen3:32b
Speed
9/50
TTFT
20/20
Memory
30/30
Quality
gemma4:12b
Reasoning
10/20
Coding
10/20
Instruction
9/20
Structured
14/15
Math
10/15
Multilingual
10/10
Reasoning: Weak Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Adequate Multilingual: Strong
qwen3:32b
Reasoning
19/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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