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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

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
87 vs 81
Hardware Fit
100 vs 100
Quality Score
82 vs 73

Hardware

Ling-3.0-tiny-IQ4_… gemma3n:latest
MachineASUSTeK COMPUTER INC. GL702VMKSupermicro AS -2015HS-TNR
CPUIntel Core™ i7-7700HQAMD EPYC 9654P 96-Core Processor
Cores864
RAM16 GB128 GB
GPUNVIDIA GeForce GTX 1060GH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 24.04.3 LTS
Archx64x64
Power Modebalancedperformance

Performance

Ling-3.0-tiny-IQ4_… gemma3n:latest
Tokens/sec24.7108.7
First chunk283 ms333 ms
TTFT283 ms333 ms
Load time45.8 s4.5 s
Memory usage4.3 GB8.6 GB
Memory %27%7%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

gemma3n:latest

Speed
50/50
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

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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