qwen3.5:9b-q8_0

OLLAMA GGUF

qwen35 · 9.7B · Q8_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

86 vs 69

Hardware Fit

100 vs 50

Quality Score

80 vs 77

Hardware

qwen3.5:9b-q8_0 mistralai/devstral…

MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4MacBook Air

CPUIntel Core™ i5-14400FApple M4

Cores1610

RAM32 GB32 GB

GPUNVIDIA GeForce RTX 5060 TiApple M4

OSMicrosoft Windows 11 Professionnel 10.0.26200macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

qwen3.5:9b-q8_0 mistralai/devstral…

Tokens/sec37.75.7

First chunk120 ms5007 ms

TTFT120 ms5.0 s

Load time8.3 sN/A

Memory usage8.4 GB13.2 GB

Memory %26%41%

HW Fit Score Breakdown

qwen3.5:9b-q8_0

Speed

50/50

TTFT

20/20

Memory

30/30

mistralai/devstral-smal…

Speed

11/50

TTFT

9/20

Memory

30/30

Quality

qwen3.5:9b-q8_0

Reasoning

14/20

Coding

16/20

Instruction

15/20

Structured

15/15

Math

10/15

Multilingual

10/10

Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong 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-q8_0 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