Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
qwen3.5:2b
OLLAMA GGUFqwen35 · 2.3B · Q8_0
Mar 2, 2026 · Apple M4
Global Score
87 vs 73
Hardware Fit
100 vs 100
Quality Score
82 vs 62
Hardware
Ling-3.0-tiny-IQ4_… qwen3.5:2b
MachineASUSTeK COMPUTER INC. GL702VMKMacBook Air
CPUIntel Core™ i7-7700HQApple M4
Cores810
RAM16 GB32 GB
GPUNVIDIA GeForce GTX 1060Apple M4
OSMicrosoft Windows 11 Home 10.0.26200macOS 26.3
Archx64arm64
Power Modebalancedbalanced
Performance
Ling-3.0-tiny-IQ4_… qwen3.5:2b
Tokens/sec24.730.4
First chunk283 msN/A
TTFT283 ms215 ms
Load time45.8 s1.8 s
Memory usage4.3 GB4.5 GB
Memory %27%14%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3.5:2b
Speed
40/50
TTFT
30/20
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
qwen3.5:2b
Reasoning
12/20
Coding
10/20
Instruction
13/20
Structured
14/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak 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