Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

gpt-oss-safeguard-20b-mlx

LM-STUDIO MLX

gpt_oss · 20B · MXFP4

Excellent

Mar 12, 2026 · Apple M4

Global Score

87 vs 87

Hardware Fit

100 vs 82

Quality Score

82 vs 89

Hardware

Ling-3.0-tiny-IQ4_… gpt-oss-safeguard-…

MachineASUSTeK COMPUTER INC. GL702VMKMac mini

CPUIntel Core™ i7-7700HQApple M4

Cores810

RAM16 GB24 GB

GPUNVIDIA GeForce GTX 1060Apple M4

OSMicrosoft Windows 11 Home 10.0.26200macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… gpt-oss-safeguard-…

Tokens/sec24.741.4

First chunk283 ms8 ms

TTFT283 ms3.6 s

Load time45.8 sN/A

Memory usage4.3 GB14.5 GB

Memory %27%61%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

Speed

50/50

TTFT

20/20

Memory

30/30

gpt-oss-safeguard-20b-mlx

Speed

50/50

TTFT

12/20

Memory

20/30

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

gpt-oss-safeguard-20b-mlx

Reasoning

19/20

Coding

12/20

Instruction

19/20

Structured

15/15

Math

15/15

Multilingual

9/10

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

View Ling-3.0-tiny-IQ4_… details | View gpt-oss-safeguard-… 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