gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
Qwen3.8-27B-UD-Q3_K_XL
OLLAMA GGUFllama · 27.3B · Q4_K
Aug 23, 2026 · Intel Gen Intel® Core™ i5-12600K
Global Score
84 vs 90
Hardware Fit
69 vs 97
Quality Score
91 vs 87
Hardware
gptoss · 20.9B · M… Qwen3.8-27B-UD-Q3_…
MachineMac Pro—
CPUIntel Core™ i5-10400Intel Gen Intel® Core™ i5-12600K
Cores1216
RAM32 GB31 GB
GPUAMD Radeon RX 6700 XTAlderLake-S GT1, AD106 [GeForce RTX 4060 Ti 16GB]
OSmacOS 26.5.1Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power
Performance
gptoss · 20.9B · M… Qwen3.8-27B-UD-Q3_…
Tokens/sec17.539.0
First chunk643 ms305 ms
TTFT7.7 s305 ms
Load time0.0 s0.0 s
Memory usage0.8 GB12.5 GB
Memory %3%41%
HW Fit Score Breakdown
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
Memory
30/30
Qwen3.8-27B-UD-Q3_K_XL
Speed
50/50
TTFT
20/20
Memory
27/30
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
Qwen3.8-27B-UD-Q3_K_XL
Reasoning
17/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
11/15
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