qwen2.5-coder:32b

OLLAMA GGUF

qwen2 · 32.8B · Q4_K_M

Good

Jun 26, 2026 · Cortex-X925

qwen3.5-27b-claude-4.6-opus-distilled-mlx

LM-STUDIO MLX

qwen3_5 · 27B · 4bit

Not Rec.

Mar 10, 2026 · Apple M4

Global Score

78 vs 34

Hardware Fit

59 vs 21

Quality Score

86 vs 39

Hardware

qwen2.5-coder:32b qwen3.5-27b-claude…

MachineNVIDIA NVIDIA_DGX_SparkMac mini

CPUCortex-X925Apple M4

Cores2010

RAM122 GB24 GB

GPUDevice 2e12Apple M4

OSUbuntu 24.04.4 LTSmacOS 26.3

Archarm64arm64

Power Modeperformancebalanced

Performance

qwen2.5-coder:32b qwen3.5-27b-claude…

Tokens/sec9.56.1

First chunk394 ms7 ms

TTFT395 ms22.9 s

Load time72.1 sN/A

Memory usage26.5 GB19.8 GB

Memory %22%82%

HW Fit Score Breakdown

qwen2.5-coder:32b

Speed

9/50

TTFT

20/20

Memory

30/30

qwen3.5-27b-claude-4.6-…

Speed

12/50

TTFT

0/20

Memory

9/30

Quality

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

qwen3.5-27b-claude-4.6-…

Reasoning

1/20

Coding

14/20

Instruction

5/20

Structured

8/15

Math

4/15

Multilingual

7/10

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

View qwen2.5-coder:32b details | View qwen3.5-27b-claude… 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