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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

gemma4:26b

OLLAMA GGUF

gemma4 · 25.8B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

Global Score
87 vs 88
Hardware Fit
100 vs 80
Quality Score
82 vs 92

Hardware

Ling-3.0-tiny-IQ4_… gemma4:26b
MachineASUSTeK COMPUTER INC. GL702VMKASUSTeK COMPUTER INC. GX10
CPUIntel Core™ i7-7700HQCortex-X925
Cores820
RAM16 GB122 GB
GPUNVIDIA GeForce GTX 1060Device 2e12
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

Ling-3.0-tiny-IQ4_… gemma4:26b
Tokens/sec24.766.7
First chunk283 ms583 ms
TTFT283 ms30.0 s
Load time45.8 s6.7 s
Memory usage4.3 GB17.6 GB
Memory %27%15%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

gemma4:26b

Speed
50/50
TTFT
0/20
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

gemma4:26b

Reasoning
19/20
Coding
17/20
Instruction
17/20
Structured
15/15
Math
14/15
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