phi4-mini
OLLAMA GGUFAug 28, 2026 · Intel Core™ i5-10210U
qwen3.5:4b-mlx
OLLAMA GGUFnvfp4
Aug 25, 2026 · Apple M1 Pro
Global Score
51 vs 68
Hardware Fit
46 vs 91
Quality Score
53 vs 58
Hardware
phi4-mini qwen3.5:4b-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 qwen3.5:4b-mlx
Tokens/sec2.642.2
First chunk5406 ms201 ms
TTFT5.4 s4.4 s
Load time27.4 s0.0 s
Memory usage4.6 GB3.8 GB
Memory %30%24%
HW Fit Score Breakdown
phi4-mini
Speed
6/50
TTFT
10/20
Memory
30/30
qwen3.5:4b-mlx
Speed
50/50
TTFT
11/20
Memory
30/30
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
qwen3.5:4b-mlx
Reasoning
16/20
Coding
2/20
Instruction
13/20
Structured
7/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Weak 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