Qwen3.8-27B-Ridge-3.7bpw_empero.ai:latest

OLLAMA GGUF

qwen35 · 27.3B · IQ2_M

Excellent

Aug 27, 2026 · AMD Ryzen 7 9700X 8-Core Processor

mlx-community/meta-llama-3.1-8b-instruct

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

89 vs 77

Hardware Fit

99 vs 100

Quality Score

85 vs 67

Hardware

Qwen3.8-27B-Ridge-… mlx-community/meta…

MachineMicro-Star International Co., Ltd. MS-7E51Mac mini

CPUAMD Ryzen 7 9700X 8-Core ProcessorApple M4 Pro

Cores1614

RAM31 GB64 GB

GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsApple M4 Pro

OSMicrosoft Windows 11 Pro 10.0.26200macOS 15.7.4

Archx64arm64

Power Modebalancedbalanced

Performance

Qwen3.8-27B-Ridge-… mlx-community/meta…

Tokens/sec60.654.3

First chunk148 ms277 ms

TTFT148 ms277 ms

Load time5.7 sN/A

Memory usage11.0 GB4.2 GB

Memory %35%7%

HW Fit Score Breakdown

Qwen3.8-27B-Ridge-3.7bp…

Speed

50/50

TTFT

20/20

Memory

29/30

mlx-community/meta-llam…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

Qwen3.8-27B-Ridge-3.7bp…

Reasoning

15/20

Coding

18/20

Instruction

17/20

Structured

15/15

Math

10/15

Multilingual

10/10

Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

mlx-community/meta-llam…

Reasoning

11/20

Coding

14/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

9/10

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

View Qwen3.8-27B-Ridge-… details | View mlx-community/meta… 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