maternion/ling-3.0-tiny:8b

OLLAMA GGUF

bailingmoe3 · 7.9B · Q4_K_M

Excellent

Aug 25, 2026 · Apple M1 Pro

microsoft/phi-4-mini-reasoning

LM-STUDIO MLX

phi3 · 3.8B · 4bit

Good

Mar 3, 2026 · Apple M4

Global Score

88 vs 62

Hardware Fit

98 vs 99

Quality Score

83 vs 46

Hardware

maternion/ling-3.0… microsoft/phi-4-mi…

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… microsoft/phi-4-mi…

Tokens/sec73.040.3

First chunk175 ms289 ms

TTFT175 ms289 ms

Load time3.2 sN/A

Memory usage5.9 GB2.0 GB

Memory %37%6%

HW Fit Score Breakdown

maternion/ling-3.0-tiny…

Speed

50/50

TTFT

20/20

Memory

28/30

microsoft/phi-4-mini-re…

Speed

50/50

TTFT

20/20

Memory

29/30

Quality

maternion/ling-3.0-tiny…

Reasoning

16/20

Coding

19/20

Instruction

15/20

Structured

15/15

Math

8/15

Multilingual

10/10

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

microsoft/phi-4-mini-re…

Reasoning

7/20

Coding

6/20

Instruction

7/20

Structured

7/15

Math

12/15

Multilingual

7/10

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

View maternion/ling-3.0… details | View microsoft/phi-4-mi… 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