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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

huihui-qwen3.6-35b-a3b-claude-4.7-opus-abliterated-mtp

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K

Excellent

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

Global Score
87 vs 88
Hardware Fit
100 vs 94
Quality Score
82 vs 85

Hardware

Ling-3.0-tiny-IQ4_… huihui-qwen3.6-35b…
MachineASUSTeK COMPUTER INC. GL702VMKGigabyte Technology Co., Ltd. B550M AORUS PRO
CPUIntel Core™ i7-7700HQAMD Ryzen 5 5600X 6-Core Processor
Cores812
RAM16 GB47 GB
GPUNVIDIA GeForce GTX 1060AD106 [GeForce RTX 4060 Ti]
OSMicrosoft Windows 11 Home 10.0.26200cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

Ling-3.0-tiny-IQ4_… huihui-qwen3.6-35b…
Tokens/sec24.739.8
First chunk283 ms3 ms
TTFT283 ms479 ms
Load time45.8 sN/A
Memory usage4.3 GB24.4 GB
Memory %27%52%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

huihui-qwen3.6-35b-a3b-…

Speed
50/50
TTFT
20/20
Memory
24/30

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

huihui-qwen3.6-35b-a3b-…

Reasoning
18/20
Coding
17/20
Instruction
13/20
Structured
14/15
Math
13/15
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