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gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

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

Global Score
76 vs 72
Hardware Fit
51 vs 71
Quality Score
87 vs 72

Hardware

gemma-3-27b-it-qat gemma4:e2b
MachineMac miniDell Inc. Inspiron 15 3530
CPUApple M4 ProIntel Gen Intel® Core™ i7-1355U
Cores1412
RAM64 GB31 GB
GPUApple M4 ProRaptor Lake-P [Iris Xe Graphics]
OSmacOS 15.7.4cachyos rolling
Archarm64x64
Power Modebalancedlow-power

Performance

gemma-3-27b-it-qat gemma4:e2b
Tokens/sec8.910.8
First chunk3976 ms1408 ms
TTFT4.0 s1.4 s
Load timeN/A6.0 s
Memory usage15.7 GB7.2 GB
Memory %25%23%

HW Fit Score Breakdown

gemma-3-27b-it-qat

Speed
12/50
TTFT
9/20
Memory
30/30

gemma4:e2b

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

Quality

gemma-3-27b-it-qat

Reasoning
16/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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