qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

Global Score

57 vs 73

Hardware Fit

61 vs 64

Quality Score

55 vs 77

Hardware

qwen3.5:9b mistralai/devstral…

MachineAZW GTR ProMacBook Pro

CPUAMD RYZEN AI MAX+ 395Apple M1 Pro

Cores3210

RAM125 GB32 GB

GPUAMD Radeon 8060SApple M1 Pro

OSUbuntu 24.04.4 LTSmacOS 15.6.1

Archx64arm64

Power Modelow-powerbalanced

Performance

qwen3.5:9b mistralai/devstral…

Tokens/sec30.311.9

First chunk205 ms7 ms

TTFT8.7 s1.1 s

Load time5.6 sN/A

Memory usage18.8 GB19.7 GB

Memory %15%62%

HW Fit Score Breakdown

qwen3.5:9b

Speed

30/50

TTFT

1/20

Memory

30/30

mistralai/devstral-smal…

Speed

25/50

TTFT

20/20

Memory

19/30

Quality

qwen3.5:9b

Reasoning

17/20

Coding

2/20

Instruction

7/20

Structured

8/15

Math

12/15

Multilingual

9/10

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

mistralai/devstral-smal…

Reasoning

17/20

Coding

16/20

Instruction

13/20

Structured

14/15

Math

7/15

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