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

mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

89 vs 74

Hardware Fit

99 vs 66

Quality Score

85 vs 78

Hardware

Qwen3.8-27B-Ridge-… mistralai/magistra…

MachineMicro-Star International Co., Ltd. MS-7E51MacBook Air

CPUAMD Ryzen 7 9700X 8-Core ProcessorApple M4

Cores1610

RAM31 GB32 GB

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

OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

Qwen3.8-27B-Ridge-… mistralai/magistra…

Tokens/sec60.67.9

First chunk148 ms1356 ms

TTFT148 ms1.4 s

Load time5.7 sN/A

Memory usage11.0 GB13.2 GB

Memory %35%41%

HW Fit Score Breakdown

Qwen3.8-27B-Ridge-3.7bp…

Speed

50/50

TTFT

20/20

Memory

29/30

mistralai/magistral-sma…

Speed

16/50

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

mistralai/magistral-sma…

Reasoning

14/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

7/15

Multilingual

10/10

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

View Qwen3.8-27B-Ridge-… details | View mistralai/magistra… 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