qwen3.5:0.8b

OLLAMA GGUF

qwen35 · 873.44M · Q8_0

Good

Mar 5, 2026 · Apple M1 Max

mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

62 vs 74

Hardware Fit

100 vs 66

Quality Score

46 vs 78

Hardware

qwen3.5:0.8b mistralai/magistra…

MachineMacBook ProMacBook Air

CPUApple M1 MaxApple M4

Cores1010

RAM32 GB32 GB

GPUApple M1 MaxApple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3.5:0.8b mistralai/magistra…

Tokens/sec65.87.9

First chunk230 ms1356 ms

TTFT230 ms1.4 s

Load time1.5 sN/A

Memory usage2.6 GB13.2 GB

Memory %8%41%

HW Fit Score Breakdown

qwen3.5:0.8b

Speed

50/50

TTFT

20/20

Memory

30/30

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

Quality

qwen3.5:0.8b

Reasoning

9/20

Coding

4/20

Instruction

11/20

Structured

13/15

Math

3/15

Multilingual

6/10

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

mistralai/magistral-sma…

Reasoning

14/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

7/15

Multilingual

10/10

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

View qwen3.5:0.8b details | View mistralai/magistra… 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