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llama3.2:1b

OLLAMA GGUF

llama · 1.2B · Q8_0

Good

Mar 5, 2026 · AMD Ryzen 9 8945HS

spark-x2.5-4b

LM-STUDIO GGUF

spark2_5 · 4B · Q4_K_M

Good

Sep 30, 2026 · AMD Ryzen 7 4800H

Global Score
62 vs 77
Hardware Fit
91 vs 90
Quality Score
50 vs 71

Hardware

llama3.2:1b spark-x2.5-4b
MachineASUSTeK COMPUTER INC. ROG Zephyrus G14 GA403UV_GA403UVASUSTeK COMPUTER INC. ROG Strix G513IM_G513IM
CPUAMD Ryzen 9 8945HSAMD Ryzen 7 4800H
Cores1616
RAM15 GB15 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M GraphicsAMD Radeon(TM) Graphics, NVIDIA GeForce RTX 3060 Laptop GPU
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

llama3.2:1b spark-x2.5-4b
Tokens/sec170.248.9
First chunk142 ms20 ms
TTFT142 ms168 ms
Load time3.2 sN/A
Memory usage1.6 GB9.4 GB
Memory %11%61%

HW Fit Score Breakdown

llama3.2:1b

Speed
50/50
TTFT
20/20
Memory
21/30

spark-x2.5-4b

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

Quality

llama3.2:1b

Reasoning
4/20
Coding
13/20
Instruction
14/20
Structured
13/15
Math
0/15
Multilingual
6/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate

spark-x2.5-4b

Reasoning
13/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak 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