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gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

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

qwen3.8-27b-mlx

LM-STUDIO MLX

qwen3_5 · 27B · 8bit

Marginal

Aug 17, 2026 · Apple M5 Max

Global Score
72 vs 59
Hardware Fit
71 vs 63
Quality Score
72 vs 58

Hardware

gemma4:e2b qwen3.8-27b-mlx
MachineDell Inc. Inspiron 15 3530MacBook Pro
CPUIntel Gen Intel® Core™ i7-1355UApple M5 Max
Cores1218
RAM31 GB64 GB
GPURaptor Lake-P [Iris Xe Graphics]Apple M5 Max
OScachyos rollingmacOS 27.0
Archx64arm64
Power Modelow-powerbalanced

Performance

gemma4:e2b qwen3.8-27b-mlx
Tokens/sec10.818.3
First chunk1408 ms4 ms
TTFT1.4 s530 ms
Load time6.0 sN/A
Memory usage7.2 GB38.5 GB
Memory %23%60%

HW Fit Score Breakdown

gemma4:e2b

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

qwen3.8-27b-mlx

Speed
23/50
TTFT
20/20
Memory
20/30

Quality

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

qwen3.8-27b-mlx

Reasoning
19/20
Coding
14/20
Instruction
6/20
Structured
1/15
Math
13/15
Multilingual
5/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Weak

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