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qwen3.8-27b-mlx

LM-STUDIO UNKNOWN

27B

Good

Aug 17, 2026 · Apple M5 Max

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score
66 vs 72
Hardware Fit
91 vs 71
Quality Score
55 vs 72

Hardware

qwen3.8-27b-mlx gemma4:e2b
MachineMacBook ProDell Inc. Inspiron 15 3530
CPUApple M5 MaxIntel Gen Intel® Core™ i7-1355U
Cores1812
RAM64 GB31 GB
GPUApple M5 MaxRaptor Lake-P [Iris Xe Graphics]
OSmacOS 27.0cachyos rolling
Archarm64x64
Power Modebalancedlow-power

Performance

qwen3.8-27b-mlx gemma4:e2b
Tokens/sec33.210.8
First chunk7 ms1408 ms
TTFT311 ms1.4 s
Load timeN/A6.0 s
Memory usage0.5 GB7.2 GB
Memory %1%23%

HW Fit Score Breakdown

qwen3.8-27b-mlx

Speed
41/50
TTFT
20/20
Memory
30/30

gemma4:e2b

Speed
21/50
TTFT
20/20
Memory
30/30

Quality

qwen3.8-27b-mlx

Reasoning
19/20
Coding
13/20
Instruction
6/20
Structured
0/15
Math
14/15
Multilingual
3/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Weak

gemma4:e2b

Reasoning
10/20
Coding
16/20
Instruction
14/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest