richardyoung/qwythos-9b-abliterated:Q8_0

OLLAMA GGUF

qwen35 · 9.0B · Q8_0

Good

Jun 28, 2026 · Apple M4 Pro

mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

65 vs 74

Hardware Fit

96 vs 66

Quality Score

52 vs 78

Hardware

richardyoung/qwyth… mistralai/magistra…

MachineMac miniMacBook Air

CPUApple M4 ProApple M4

Cores1210

RAM24 GB32 GB

GPUApple M4 ProApple M4

OSmacOS 15.6.1macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

richardyoung/qwyth… mistralai/magistra…

Tokens/sec25.37.9

First chunk397 ms1356 ms

TTFT397 ms1.4 s

Load time6.3 sN/A

Memory usage8.3 GB13.2 GB

Memory %34%41%

HW Fit Score Breakdown

richardyoung/qwythos-9b…

Speed

47/50

TTFT

20/20

Memory

29/30

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

Quality

richardyoung/qwythos-9b…

Reasoning

18/20

Coding

13/20

Instruction

6/20

Structured

0/15

Math

14/15

Multilingual

1/10

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

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 richardyoung/qwyth… 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