qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · Apple M1 Max

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

53 vs 69

Hardware Fit

72 vs 50

Quality Score

45 vs 77

Hardware

qwen3.5:9b mistralai/devstral…

MachineMacBook ProMacBook Air

CPUApple M1 MaxApple M4

Cores1010

RAM32 GB32 GB

GPUApple M1 MaxApple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3.5:9b mistralai/devstral…

Tokens/sec18.65.7

First chunk403 ms5007 ms

TTFT10.2 s5.0 s

Load time4.3 sN/A

Memory usage9.1 GB13.2 GB

Memory %28%41%

HW Fit Score Breakdown

qwen3.5:9b

Speed

38/50

TTFT

4/20

Memory

30/30

mistralai/devstral-smal…

Speed

11/50

TTFT

9/20

Memory

30/30

Quality

qwen3.5:9b

Reasoning

12/20

Coding

3/20

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

mistralai/devstral-smal…

Reasoning

16/20

Coding

18/20

Instruction

13/20

Structured

14/15

Math

6/15

Multilingual

10/10

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

View qwen3.5:9b details | View mistralai/devstral… 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