llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
GPT-20B:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor
Global Score
81 vs 90
Hardware Fit
100 vs 79
Quality Score
73 vs 94
Hardware
llama-3.1-8b-instr… GPT-20B:20b
MachineASUSHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD Ryzen 5 5500AMD Ryzen 9 9955HX3D 16-Core Processor
Cores1232
RAM31 GB31 GB
GPUNavi 44 [Radeon RX 9060 XT]AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSNobara Linux 43Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modeperformancebalanced
Performance
llama-3.1-8b-instr… GPT-20B:20b
Tokens/sec35.636.6
First chunk52 ms722 ms
TTFT256 ms4.7 s
Load timeN/A0.3 s
Memory usage8.6 GB13.1 GB
Memory %28%42%
HW Fit Score Breakdown
llama-3.1-8b-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
GPT-20B:20b
Speed
46/50
TTFT
6/20
Memory
27/30
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
GPT-20B:20b
Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest