gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
Global Score
84 vs 81
Hardware Fit
69 vs 100
Quality Score
91 vs 73
Hardware
gptoss · 20.9B · M… llama-3.1-8b-instr…
MachineMac ProASUS
CPUIntel Core™ i5-10400AMD Ryzen 5 5500
Cores1212
RAM32 GB31 GB
GPUAMD Radeon RX 6700 XTNavi 44 [Radeon RX 9060 XT]
OSmacOS 26.5.1Nobara Linux 43
Archx64x64
Power Modebalancedperformance
Performance
gptoss · 20.9B · M… llama-3.1-8b-instr…
Tokens/sec17.535.6
First chunk643 ms52 ms
TTFT7.7 s256 ms
Load time0.0 sN/A
Memory usage0.8 GB8.6 GB
Memory %3%28%
HW Fit Score Breakdown
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
Memory
30/30
llama-3.1-8b-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
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
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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest