maternion/ling-3.0-tiny:8b

OLLAMA GGUF

bailingmoe3 · 7.9B · Q4_K_M

Good

Aug 24, 2026 · Apple M1 Pro

mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

68 vs 74

Hardware Fit

98 vs 66

Quality Score

55 vs 78

Hardware

maternion/ling-3.0… 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

maternion/ling-3.0… mistralai/magistra…

Tokens/sec73.67.9

First chunk190 ms1356 ms

TTFT190 ms1.4 s

Load time2.9 sN/A

Memory usage5.9 GB13.2 GB

Memory %37%41%

HW Fit Score Breakdown

maternion/ling-3.0-tiny…

Speed

50/50

TTFT

20/20

Memory

28/30

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

Quality

maternion/ling-3.0-tiny…

Reasoning

19/20

Coding

17/20

Instruction

3/20

Structured

0/15

Math

15/15

Multilingual

1/10

Reasoning: Strong Coding: Strong Instruction Following: Poor 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 maternion/ling-3.0… 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