Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

mlx-community/meta-llama-3.1-8b-instruct

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

87 vs 77

Hardware Fit

100 vs 100

Quality Score

82 vs 67

Hardware

Ling-3.0-tiny-IQ4_… mlx-community/meta…

MachineASUSTeK COMPUTER INC. GL702VMKMac mini

CPUIntel Core™ i7-7700HQApple M4 Pro

Cores814

RAM16 GB64 GB

GPUNVIDIA GeForce GTX 1060Apple M4 Pro

OSMicrosoft Windows 11 Home 10.0.26200macOS 15.7.4

Archx64arm64

Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… mlx-community/meta…

Tokens/sec24.754.3

First chunk283 ms277 ms

TTFT283 ms277 ms

Load time45.8 sN/A

Memory usage4.3 GB4.2 GB

Memory %27%7%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

Speed

50/50

TTFT

20/20

Memory

30/30

mlx-community/meta-llam…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

Ling-3.0-tiny-IQ4_XS:la…

Reasoning

17/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

9/15

Multilingual

9/10

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

mlx-community/meta-llam…

Reasoning

11/20

Coding

14/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

9/10

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

View Ling-3.0-tiny-IQ4_… details | View mlx-community/meta… 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