qwen3.8-27b-mlx

LM-STUDIO UNKNOWN

27B

Good

Aug 17, 2026 · Apple M5 Max

qwen2.5-coder:32b

OLLAMA GGUF

qwen2 · 32.8B · Q4_K_M

Good

Jun 26, 2026 · Cortex-X925

Global Score

66 vs 78

Hardware Fit

91 vs 59

Quality Score

55 vs 86

Hardware

qwen3.8-27b-mlx qwen2.5-coder:32b

MachineMacBook ProNVIDIA NVIDIA_DGX_Spark

CPUApple M5 MaxCortex-X925

Cores1820

RAM64 GB122 GB

GPUApple M5 MaxDevice 2e12

OSmacOS 27.0Ubuntu 24.04.4 LTS

Archarm64arm64

Power Modebalancedperformance

Performance

qwen3.8-27b-mlx qwen2.5-coder:32b

Tokens/sec33.29.5

First chunk7 ms394 ms

TTFT311 ms395 ms

Load timeN/A72.1 s

Memory usage0.5 GB26.5 GB

Memory %1%22%

HW Fit Score Breakdown

qwen3.8-27b-mlx

Speed

41/50

TTFT

20/20

Memory

30/30

qwen2.5-coder:32b

Speed

9/50

TTFT

20/20

Memory

30/30

Quality

qwen3.8-27b-mlx

Reasoning

19/20

Coding

13/20

Instruction

6/20

Structured

0/15

Math

14/15

Multilingual

3/10

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

qwen2.5-coder:32b

Reasoning

14/20

Coding

19/20

Instruction

17/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View qwen3.8-27b-mlx details | View qwen2.5-coder:32b 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