Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
gpt-oss:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Jun 25, 2026 · Cortex-X925
Global Score
87 vs 92
Hardware Fit
100 vs 86
Quality Score
82 vs 95
Hardware
Ling-3.0-tiny-IQ4_… gpt-oss:20b
MachineASUSTeK COMPUTER INC. GL702VMKNVIDIA NVIDIA_DGX_Spark
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_… gpt-oss:20b
Tokens/sec24.760.7
First chunk283 ms542 ms
TTFT283 ms3.2 s
Load time45.8 s12.0 s
Memory usage4.3 GB12.0 GB
Memory %27%10%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
gpt-oss:20b
Speed
50/50
TTFT
6/20
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
gpt-oss:20b
Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
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npm install -g metrillm@latest$
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Or run without installing: npx metrillm@latest