qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Aug 22, 2026 · Apple M1 Pro

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

58 vs 76

Hardware Fit

79 vs 51

Quality Score

49 vs 87

Hardware

qwen3.5:9b gemma-3-27b-it-qat

MachineMacBook ProMac mini

CPUApple M1 ProApple M4 Pro

Cores1014

RAM16 GB64 GB

GPUApple M1 ProApple M4 Pro

OSmacOS 26.6.2macOS 15.7.4

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3.5:9b gemma-3-27b-it-qat

Tokens/sec22.18.9

First chunk601 ms3976 ms

TTFT9.1 s4.0 s

Load time4.2 sN/A

Memory usage7.2 GB15.7 GB

Memory %45%25%

HW Fit Score Breakdown

qwen3.5:9b

Speed

48/50

TTFT

5/20

Memory

26/30

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

Quality

qwen3.5:9b

Reasoning

15/20

Coding

4/20

Instruction

5/20

Structured

6/15

Math

11/15

Multilingual

8/10

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

gemma-3-27b-it-qat

Reasoning

16/20

Coding

18/20

Instruction

17/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View qwen3.5:9b details | View gemma-3-27b-it-qat 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