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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

qwen3.8-27b-uncensored-ymq-mtp

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Sep 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
87 vs 84
Hardware Fit
100 vs 81
Quality Score
82 vs 85

Hardware

Ling-3.0-tiny-IQ4_… qwen3.8-27b-uncens…
MachineASUSTeK COMPUTER INC. GL702VMKGigabyte Technology Co., Ltd. X570 AORUS PRO
CPUIntel Core™ i7-7700HQAMD Ryzen 5 5600X 6-Core Processor
Cores812
RAM16 GB32 GB
GPUNVIDIA GeForce GTX 1060NVIDIA GeForce RTX 5070 Ti
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… qwen3.8-27b-uncens…
Tokens/sec24.718.3
First chunk283 ms9 ms
TTFT283 ms522 ms
Load time45.8 s7.7 s
Memory usage4.3 GB14.9 GB
Memory %27%47%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

qwen3.8-27b-uncensored-…

Speed
35/50
TTFT
20/20
Memory
26/30

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

qwen3.8-27b-uncensored-…

Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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