hf.co/ornith-ai/Ornith-1.0-9B-GGUF:Q8_0

OLLAMA GGUF

qwen35 · 8.95B · unknown

Marginal

Aug 23, 2026 · Apple M1 Pro

mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

57 vs 74

Hardware Fit

81 vs 66

Quality Score

46 vs 78

Hardware

hf.co/ornith-ai/Or… mistralai/magistra…

MachineMacBook ProMacBook Air

CPUApple M1 ProApple M4

Cores1010

RAM16 GB32 GB

GPUApple M1 ProApple M4

OSmacOS 26.6.2macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/ornith-ai/Or… mistralai/magistra…

Tokens/sec18.67.9

First chunk303 ms1356 ms

TTFT303 ms1.4 s

Load time4.6 sN/A

Memory usage10.1 GB13.2 GB

Memory %63%41%

HW Fit Score Breakdown

hf.co/ornith-ai/Ornith-…

Speed

42/50

TTFT

20/20

Memory

19/30

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

Quality

hf.co/ornith-ai/Ornith-…

Reasoning

14/20

Coding

13/20

Instruction

5/20

Structured

1/15

Math

13/15

Multilingual

0/10

Reasoning: Adequate 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 hf.co/ornith-ai/Or… 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