Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
gemma4:31b
OLLAMA GGUFgemma4 · 31.3B · Q4_K_M
Jul 7, 2026 · Cortex-X925
Global Score
87 vs 83
Hardware Fit
100 vs 60
Quality Score
82 vs 93
Hardware
Ling-3.0-tiny-IQ4_… gemma4:31b
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_… gemma4:31b
Tokens/sec24.710.9
First chunk283 ms681 ms
TTFT283 ms681 ms
Load time45.8 s16.6 s
Memory usage4.3 GB21.4 GB
Memory %27%18%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
gemma4:31b
Speed
10/50
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
gemma4:31b
Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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