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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

qwen2.5:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Mar 16, 2026 · Intel Core™ i7-4771

Global Score
87 vs 65
Hardware Fit
100 vs 92
Quality Score
82 vs 54

Hardware

Ling-3.0-tiny-IQ4_… qwen2.5:1.5b
MachineASUSTeK COMPUTER INC. GL702VMKiMac
CPUIntel Core™ i7-7700HQIntel Core™ i7-4771
Cores88
RAM16 GB32 GB
GPUNVIDIA GeForce GTX 1060NVIDIA GeForce GTX 780M
OSMicrosoft Windows 11 Home 10.0.26200macOS 15.7.3
Archx64x64
Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… qwen2.5:1.5b
Tokens/sec24.719.6
First chunk283 ms690 ms
TTFT283 ms690 ms
Load time45.8 s21.4 s
Memory usage4.3 GB1.0 GB
Memory %27%3%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

qwen2.5:1.5b

Speed
42/50
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

qwen2.5:1.5b

Reasoning
8/20
Coding
9/20
Instruction
12/20
Structured
13/15
Math
5/15
Multilingual
7/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Adequate

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