llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
Global Score
81 vs 84
Hardware Fit
100 vs 69
Quality Score
73 vs 91
Hardware
llama-3.1-8b-instr… gptoss · 20.9B · M…
MachineASUSMac Pro
CPUAMD Ryzen 5 5500Intel Core™ i5-10400
Cores1212
RAM31 GB32 GB
GPUNavi 44 [Radeon RX 9060 XT]AMD Radeon RX 6700 XT
OSNobara Linux 43macOS 26.5.1
Archx64x64
Power Modeperformancebalanced
Performance
llama-3.1-8b-instr… gptoss · 20.9B · M…
Tokens/sec35.617.5
First chunk52 ms643 ms
TTFT256 ms7.7 s
Load timeN/A0.0 s
Memory usage8.6 GB0.8 GB
Memory %28%3%
HW Fit Score Breakdown
llama-3.1-8b-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
Memory
30/30
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
gptoss · 20.9B · MXFP4
Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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