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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-next:80b-a3b-instruct-q4_K_M

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Excellent

Aug 1, 2026 · Intel Xeon® E5-2637 v3

Global Score
87 vs 80
Hardware Fit
100 vs 54
Quality Score
82 vs 91

Hardware

Ling-3.0-tiny-IQ4_… qwen3-next:80b-a3b…
MachineASUSTeK COMPUTER INC. GL702VMKDell Inc. Precision Tower 7910
CPUIntel Core™ i7-7700HQIntel Xeon® E5-2637 v3
Cores816
RAM16 GB96 GB
GPUNVIDIA GeForce GTX 1060NVIDIA GeForce RTX 5060 Ti
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 10 Pro 10.0.19045
Archx64x64
Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… qwen3-next:80b-a3b…
Tokens/sec24.714.9
First chunk283 ms1808 ms
TTFT283 ms1.8 s
Load time45.8 s95.0 s
Memory usage4.3 GB48.0 GB
Memory %27%50%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

qwen3-next:80b-a3b-inst…

Speed
16/50
TTFT
13/20
Memory
25/30

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-next:80b-a3b-inst…

Reasoning
18/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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