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llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

qwen3.5:27b

OLLAMA GGUF

qwen35 · 27.8B · Q4_K_M

Good

Mar 6, 2026 · AMD RYZEN AI MAX+ 395 w/ Radeon 8060S

Global Score
81 vs 79
Hardware Fit
100 vs 57
Quality Score
73 vs 89

Hardware

llama-3.1-8b-instr… qwen3.5:27b
MachineASUSAZW GTR Pro
CPUAMD Ryzen 5 5500AMD RYZEN AI MAX+ 395 w/ Radeon 8060S
Cores1232
RAM31 GB125 GB
GPUNavi 44 [Radeon RX 9060 XT]Integrated / Apple Silicon
OSNobara Linux 43Ubuntu 24.04.4 LTS
Archx64x64
Power Modeperformanceperformance

Performance

llama-3.1-8b-instr… qwen3.5:27b
Tokens/sec35.610.7
First chunk52 ms341 ms
TTFT256 ms341 ms
Load timeN/A10.2 s
Memory usage8.6 GB39.7 GB
Memory %28%32%

HW Fit Score Breakdown

llama-3.1-8b-instruct

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

qwen3.5:27b

Speed
9/50
TTFT
20/20
Memory
28/30

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

qwen3.5:27b

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View llama-3.1-8b-instr… details | View qwen3.5:27b details

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