hf.co/unsloth/Qwen3.8-27B-GGUF:UD-IQ1_S

OLLAMA GGUF

qwen35 · 27.3B · unknown

Marginal

Aug 25, 2026 · Apple M1 Pro

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

46 vs 76

Hardware Fit

50 vs 51

Quality Score

44 vs 87

Hardware

hf.co/unsloth/Qwen… gemma-3-27b-it-qat

MachineMacBook ProMac mini

CPUApple M1 ProApple M4 Pro

Cores1014

RAM16 GB64 GB

GPUApple M1 ProApple M4 Pro

OSmacOS 26.6.2macOS 15.7.4

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/unsloth/Qwen… gemma-3-27b-it-qat

Tokens/sec6.08.9

First chunk2377 ms3976 ms

TTFT2.2 s4.0 s

Load time6.8 sN/A

Memory usage10.6 GB15.7 GB

Memory %66%25%

HW Fit Score Breakdown

hf.co/unsloth/Qwen3.8-2…

Speed

15/50

TTFT

18/20

Memory

17/30

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

Quality

hf.co/unsloth/Qwen3.8-2…

Reasoning

8/20

Coding

5/20

Instruction

10/20

Structured

11/15

Math

3/15

Multilingual

7/10

Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Adequate

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

View hf.co/unsloth/Qwen… details | View gemma-3-27b-it-qat details

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