Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
lfm2.5:latest
OLLAMA GGUFlfm2moe · 8.5B · Q4_K_M
Jun 11, 2026 · Intel Core™ i5-8350U
Global Score
87 vs 73
Hardware Fit
100 vs 93
Quality Score
82 vs 65
Hardware
Ling-3.0-tiny-IQ4_… lfm2.5:latest
MachineASUSTeK COMPUTER INC. GL702VMKLENOVO 20L7CTO1WW
CPUIntel Core™ i7-7700HQIntel Core™ i5-8350U
Cores88
RAM16 GB23 GB
GPUNVIDIA GeForce GTX 1060Kaby Lake-R GT2 [UHD Graphics 620]
OSMicrosoft Windows 11 Home 10.0.26200Fedora Linux 44
Archx64x64
Power Modebalancedperformance
Performance
Ling-3.0-tiny-IQ4_… lfm2.5:latest
Tokens/sec24.718.3
First chunk283 ms981 ms
TTFT283 ms981 ms
Load time45.8 s8.0 s
Memory usage4.3 GB4.9 GB
Memory %27%21%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
lfm2.5:latest
Speed
43/50
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
lfm2.5:latest
Reasoning
2/20
Coding
11/20
Instruction
14/20
Structured
13/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate 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