maternion/ling-3.0-tiny:8b

OLLAMA GGUF

bailingmoe3 · 7.9B · Q4_K_M

Good

Aug 24, 2026 · Apple M1 Pro

qwen2.5-7b-instruct

LM-STUDIO MLX

qwen2 · 7B · 4bit

Excellent

Mar 3, 2026 · Apple M4

Global Score

68 vs 84

Hardware Fit

98 vs 97

Quality Score

55 vs 78

Hardware

maternion/ling-3.0… qwen2.5-7b-instruct

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… qwen2.5-7b-instruct

Tokens/sec73.624.4

First chunk190 ms464 ms

TTFT190 ms464 ms

Load time2.9 sN/A

Memory usage5.9 GB4.0 GB

Memory %37%13%

HW Fit Score Breakdown

maternion/ling-3.0-tiny…

Speed

50/50

TTFT

20/20

Memory

28/30

qwen2.5-7b-instruct

Speed

47/50

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

qwen2.5-7b-instruct

Reasoning

14/20

Coding

17/20

Instruction

15/20

Structured

15/15

Math

8/15

Multilingual

9/10

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

View maternion/ling-3.0… details | View qwen2.5-7b-instruct 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