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Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

qwen3-vl-4b-instruct

LM-STUDIO GGUF

qwen3vl · 4B · Q4_K_M

Excellent

Apr 20, 2026 · Apple M2 Max

Global Score
87 vs 87
Hardware Fit
100 vs 100
Quality Score
82 vs 81

Hardware

Ling-3.0-tiny-IQ4_… qwen3-vl-4b-instruct
MachineASUSTeK COMPUTER INC. GL702VMKMac Studio
CPUIntel Core™ i7-7700HQApple M2 Max
Cores812
RAM16 GB96 GB
GPUNVIDIA GeForce GTX 1060Apple M2 Max
OSMicrosoft Windows 11 Home 10.0.26200macOS 26.1
Archx64arm64
Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… qwen3-vl-4b-instruct
Tokens/sec24.771.2
First chunk283 ms4 ms
TTFT283 ms156 ms
Load time45.8 sN/A
Memory usage4.3 GB20.5 GB
Memory %27%21%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

Speed
50/50
TTFT
20/20
Memory
30/30

qwen3-vl-4b-instruct

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

qwen3-vl-4b-instruct

Reasoning
15/20
Coding
17/20
Instruction
17/20
Structured
15/15
Math
8/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View Ling-3.0-tiny-IQ4_… details | View qwen3-vl-4b-instruct 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