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qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Not Rec.

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

Global Score
65 vs 87
Hardware Fit
73 vs 100
Quality Score
62 vs 82

Hardware

qwen3.5:4b Ling-3.0-tiny-IQ4_…
MachineAZW GTR ProASUSTeK COMPUTER INC. GL702VMK
CPUAMD RYZEN AI MAX+ 395Intel Core™ i7-7700HQ
Cores328
RAM125 GB16 GB
GPUAMD Radeon 8060SNVIDIA GeForce GTX 1060
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

qwen3.5:4b Ling-3.0-tiny-IQ4_…
Tokens/sec45.724.7
First chunk180 ms283 ms
TTFT30.0 s283 ms
Load time5.3 s45.8 s
Memory usage16.2 GB4.3 GB
Memory %13%27%

HW Fit Score Breakdown

qwen3.5:4b

Speed
43/50
TTFT
0/20
Memory
30/30

Ling-3.0-tiny-IQ4_XS:la…

Speed
50/50
TTFT
20/20
Memory
30/30

Quality

qwen3.5:4b

Reasoning
17/20
Coding
1/20
Instruction
13/20
Structured
8/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Strong Multilingual: Strong

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

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest