hf.co/InternScience/Agents-A1-4B-Q8_0-GGUF:Q8_0

OLLAMA GGUF

qwen35 · 4.21B · unknown

Marginal

Aug 22, 2026 · Apple M1 Pro

maternion/ling-3.0-tiny:8b

OLLAMA GGUF

bailingmoe3 · 7.9B · Q4_K_M

Good

Aug 26, 2026 · Apple M1 Pro

Global Score

59 vs 68

Hardware Fit

97 vs 98

Quality Score

43 vs 55

Hardware

hf.co/InternScienc… maternion/ling-3.0…

MachineMacBook ProMacBook Pro

CPUApple M1 ProApple M1 Pro

Cores1010

RAM16 GB16 GB

GPUApple M1 ProApple M1 Pro

OSmacOS 26.6.2macOS 26.6.2

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/InternScienc… maternion/ling-3.0…

Tokens/sec30.972.1

First chunk891 ms175 ms

TTFT891 ms175 ms

Load time3.6 s3.6 s

Memory usage6.6 GB5.9 GB

Memory %41%37%

HW Fit Score Breakdown

hf.co/InternScience/Age…

Speed

50/50

TTFT

20/20

Memory

27/30

maternion/ling-3.0-tiny…

Speed

50/50

TTFT

20/20

Memory

28/30

Quality

hf.co/InternScience/Age…

Reasoning

13/20

Coding

15/20

Instruction

2/20

Structured

0/15

Math

13/15

Multilingual

0/10

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

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

View hf.co/InternScienc… details | View maternion/ling-3.0… 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