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qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

Global Score
71 vs 81
Hardware Fit
56 vs 100
Quality Score
78 vs 73

Hardware

qwen3.5:9b llama-3.1-8b-instr…
MachineSystem manufacturerASUS
CPUAMD Ryzen 5 5500AMD Ryzen 5 5500
Cores1212
RAM16 GB31 GB
GPUNVIDIA GeForce RTX 3060Navi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 11 IoT Enterprise LTSC 10.0.26100Nobara Linux 43
Archx64x64
Power Modebalancedperformance

Performance

qwen3.5:9b llama-3.1-8b-instr…
Tokens/sec5.335.6
First chunk1624 ms52 ms
TTFT1.6 s256 ms
Load time4.0 sN/A
Memory usage7.9 GB8.6 GB
Memory %50%28%

HW Fit Score Breakdown

qwen3.5:9b

Speed
11/50
TTFT
20/20
Memory
25/30

llama-3.1-8b-instruct

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

Quality

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

llama-3.1-8b-instruct

Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate 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