Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

text-embedding-nomic-embed-text-v1.5

LM-STUDIO GGUF

nomic-bert · Q4_K_M

Marginal

Mar 3, 2026 · Apple M4

Global Score

87 vs 59

Hardware Fit

100 vs 94

Quality Score

82 vs 44

Hardware

Ling-3.0-tiny-IQ4_… text-embedding-nom…

MachineASUSTeK COMPUTER INC. GL702VMKMacBook Air

CPUIntel Core™ i7-7700HQApple M4

Cores810

RAM16 GB32 GB

GPUNVIDIA GeForce GTX 1060Apple M4

OSMicrosoft Windows 11 Home 10.0.26200macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… text-embedding-nom…

Tokens/sec24.745.3

First chunk283 ms2440 ms

TTFT283 ms2.4 s

Load time45.8 sN/A

Memory usage4.3 GB0.0 GB

Memory %27%0%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

Speed

50/50

TTFT

20/20

Memory

30/30

text-embedding-nomic-em…

Speed

40/50

TTFT

25/20

Memory

29/30

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

text-embedding-nomic-em…

Reasoning

10/20

Coding

3/20

Instruction

11/20

Structured

12/15

Math

3/15

Multilingual

5/10

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

View Ling-3.0-tiny-IQ4_… details | View text-embedding-nom… 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