Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
Global Score
87 vs 84
Hardware Fit
100 vs 69
Quality Score
82 vs 91
Hardware
Ling-3.0-tiny-IQ4_… gptoss · 20.9B · M…
MachineASUSTeK COMPUTER INC. GL702VMKMac Pro
CPUIntel Core™ i7-7700HQIntel Core™ i5-10400
Cores812
RAM16 GB32 GB
GPUNVIDIA GeForce GTX 1060AMD Radeon RX 6700 XT
OSMicrosoft Windows 11 Home 10.0.26200macOS 26.5.1
Archx64x64
Power Modebalancedbalanced
Performance
Ling-3.0-tiny-IQ4_… gptoss · 20.9B · M…
Tokens/sec24.717.5
First chunk283 ms643 ms
TTFT283 ms7.7 s
Load time45.8 s0.0 s
Memory usage4.3 GB0.8 GB
Memory %27%3%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
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
gptoss · 20.9B · MXFP4
Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong 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