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llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

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

Hardware

llama-3.1-8b-instr… qwen3.5:9b
MachineASUSSystem manufacturer
CPUAMD Ryzen 5 5500AMD Ryzen 5 5500
Cores1212
RAM31 GB16 GB
GPUNavi 44 [Radeon RX 9060 XT]NVIDIA GeForce RTX 3060
OSNobara Linux 43Microsoft Windows 11 IoT Enterprise LTSC 10.0.26100
Archx64x64
Power Modeperformancebalanced

Performance

llama-3.1-8b-instr… qwen3.5:9b
Tokens/sec35.65.3
First chunk52 ms1624 ms
TTFT256 ms1.6 s
Load timeN/A4.0 s
Memory usage8.6 GB7.9 GB
Memory %28%50%

HW Fit Score Breakdown

llama-3.1-8b-instruct

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

qwen3.5:9b

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

Quality

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

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

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