phi4-mini
OLLAMA GGUFAug 28, 2026 · Intel Core™ i5-10210U
gemma4:12b-mlx
OLLAMA GGUFAug 24, 2026 · Apple M1 Pro
Global Score
51 vs 71
Hardware Fit
46 vs 76
Quality Score
53 vs 69
Hardware
phi4-mini gemma4:12b-mlx
MachineLENOVO 20U30029MBMacBook Pro
CPUIntel Core™ i5-10210UApple M1 Pro
Cores810
RAM15 GB16 GB
GPUCometLake-U GT2 [UHD Graphics]Apple M1 Pro
OSPop 24.04 LTSmacOS 26.6.2
Archx64arm64
Power Modeperformancebalanced
Performance
phi4-mini gemma4:12b-mlx
Tokens/sec2.625.0
First chunk5406 ms787 ms
TTFT5.4 s30.0 s
Load time27.4 s4.0 s
Memory usage4.6 GB7.1 GB
Memory %30%45%
HW Fit Score Breakdown
phi4-mini
Speed
6/50
TTFT
10/20
Memory
30/30
gemma4:12b-mlx
Speed
50/50
TTFT
0/20
Memory
26/30
Quality
phi4-mini
Reasoning
11/20
Coding
9/20
Instruction
6/20
Structured
12/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Weak Instruction Following: Weak Structured Output: Strong Math: Weak Multilingual: Strong
gemma4:12b-mlx
Reasoning
14/20
Coding
10/20
Instruction
9/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Strong 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