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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

qwen3.8:latest

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Good

Oct 2, 2026 · AMD Ryzen 9 5950X 16-Core Processor

Global Score
87 vs 68
Hardware Fit
100 vs 22
Quality Score
82 vs 88

Hardware

Ling-3.0-tiny-IQ4_… qwen3.8:latest
MachineASUSTeK COMPUTER INC. GL702VMKSystem manufacturer
CPUIntel Core™ i7-7700HQAMD Ryzen 9 5950X 16-Core Processor
Cores832
RAM16 GB32 GB
GPUNVIDIA GeForce GTX 1060NVIDIA GeForce RTX 3090
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26300
Archx64x64
Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… qwen3.8:latest
Tokens/sec24.710.0
First chunk283 ms1041 ms
TTFT283 ms14.3 s
Load time45.8 s22.3 s
Memory usage4.3 GB26.2 GB
Memory %27%82%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

qwen3.8:latest

Speed
12/50
TTFT
1/20
Memory
9/30

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

qwen3.8:latest

Reasoning
19/20
Coding
19/20
Instruction
10/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

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