hf.co/mradermacher/gemma-4-E4B-GGUF:Q6_K

OLLAMA GGUF

gemma4 · 7.52B · unknown

Marginal

Aug 24, 2026 · Apple M1 Pro

qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score

41 vs 81

Hardware Fit

100 vs 64

Quality Score

16 vs 88

Hardware

hf.co/mradermacher… qwen3.8-27b-uncens…

MachineMacBook ProSystem manufacturer

CPUApple M1 ProAMD Ryzen 7 5800X 8-Core Processor

Cores1016

RAM16 GB31 GB

GPUApple M1 ProNavi 44 [Radeon RX 9060 XT]

OSmacOS 26.6.2Ubuntu 26.04.1 LTS

Archarm64x64

Power Modebalancedperformance

Performance

hf.co/mradermacher… qwen3.8-27b-uncens…

Tokens/sec34.611.7

First chunk179 ms50 ms

TTFT179 ms1.1 s

Load time3.9 sN/A

Memory usage3.9 GB15.8 GB

Memory %25%51%

HW Fit Score Breakdown

hf.co/mradermacher/gemm…

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3.8-27b-uncensored-…

Speed

19/50

TTFT

20/20

Memory

25/30

Quality

hf.co/mradermacher/gemm…

Reasoning

5/20

Coding

7/20

Instruction

0/20

Structured

0/15

Math

3/15

Multilingual

1/10

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

qwen3.8-27b-uncensored-…

Reasoning

17/20

Coding

19/20

Instruction

16/20

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/mradermacher… details | View qwen3.8-27b-uncens… 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