Back to leaderboard

llama3.2:1b

OLLAMA GGUF

llama · 1.2B · Q8_0

Good

Mar 5, 2026 · AMD Ryzen 9 8945HS

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
62 vs 57
Hardware Fit
91 vs 61
Quality Score
50 vs 55

Hardware

llama3.2:1b qwen3.5:9b
MachineASUSTeK COMPUTER INC. ROG Zephyrus G14 GA403UV_GA403UVAZW GTR Pro
CPUAMD Ryzen 9 8945HSAMD RYZEN AI MAX+ 395
Cores1632
RAM15 GB125 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M GraphicsAMD Radeon 8060S
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

llama3.2:1b qwen3.5:9b
Tokens/sec170.230.3
First chunk142 ms205 ms
TTFT142 ms8.7 s
Load time3.2 s5.6 s
Memory usage1.6 GB18.8 GB
Memory %11%15%

HW Fit Score Breakdown

llama3.2:1b

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

qwen3.5:9b

Speed
30/50
TTFT
1/20
Memory
30/30

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

qwen3.5:9b

Reasoning
17/20
Coding
2/20
Instruction
7/20
Structured
8/15
Math
12/15
Multilingual
9/10
Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Strong 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