Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
Kimi-48B:48B
OLLAMA GGUFkimi-linear · 49.1B · unknown
Aug 19, 2026 · Intel Core™ i7-14700F
Global Score
87 vs 85
Hardware Fit
100 vs 83
Quality Score
82 vs 86
Hardware
Ling-3.0-tiny-IQ4_… Kimi-48B:48B
MachineASUSTeK COMPUTER INC. GL702VMKHP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUIntel Core™ i7-7700HQIntel Core™ i7-14700F
Cores828
RAM16 GB64 GB
GPUNVIDIA GeForce GTX 1060NVIDIA GeForce RTX 5080
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
Ling-3.0-tiny-IQ4_… Kimi-48B:48B
Tokens/sec24.732.8
First chunk283 ms724 ms
TTFT283 ms724 ms
Load time45.8 s20.9 s
Memory usage4.3 GB25.8 GB
Memory %27%41%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
Kimi-48B:48B
Speed
36/50
TTFT
20/20
Memory
27/30
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
Kimi-48B:48B
Reasoning
16/20
Coding
17/20
Instruction
15/20
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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest