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gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
76 vs 84
Hardware Fit
51 vs 69
Quality Score
87 vs 91

Hardware

gemma-3-27b-it-qat gptoss · 20.9B · M…
MachineMac miniMac Pro
CPUApple M4 ProIntel Core™ i5-10400
Cores1412
RAM64 GB32 GB
GPUApple M4 ProAMD Radeon RX 6700 XT
OSmacOS 15.7.4macOS 26.5.1
Archarm64x64
Power Modebalancedbalanced

Performance

gemma-3-27b-it-qat gptoss · 20.9B · M…
Tokens/sec8.917.5
First chunk3976 ms643 ms
TTFT4.0 s7.7 s
Load timeN/A0.0 s
Memory usage15.7 GB0.8 GB
Memory %25%3%

HW Fit Score Breakdown

gemma-3-27b-it-qat

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

gptoss · 20.9B · MXFP4

Speed
34/50
TTFT
5/20
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

gptoss · 20.9B · MXFP4

Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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