Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
gemma-4-e2b-it@q5_k_xl
LM-STUDIO GGUFgemma4 · Q5_K_XL
Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H
Global Score
87 vs 79
Hardware Fit
100 vs 81
Quality Score
82 vs 78
Hardware
Ling-3.0-tiny-IQ4_… gemma-4-e2b-it@q5_…
MachineASUSTeK COMPUTER INC. GL702VMKDocker Container
CPUIntel Core™ i7-7700HQIntel Gen Intel® Core™ i9-11900H
Cores816
RAM16 GB15 GB
GPUNVIDIA GeForce GTX 1060TigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance
Performance
Ling-3.0-tiny-IQ4_… gemma-4-e2b-it@q5_…
Tokens/sec24.717.2
First chunk283 ms7 ms
TTFT283 ms1.6 s
Load time45.8 s8.9 s
Memory usage4.3 GB0.0 GB
Memory %27%0%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
gemma-4-e2b-it@q5_k_xl
Speed
32/50
TTFT
19/20
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
gemma-4-e2b-it@q5_k_xl
Reasoning
11/20
Coding
17/20
Instruction
17/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest