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gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp

LM-STUDIO GGUF

qwen35 · 27B

Good

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
84 vs 78
Hardware Fit
69 vs 56
Quality Score
91 vs 87

Hardware

gptoss · 20.9B · M… qwen3.8-27b-uncens…
MachineMac ProSystem manufacturer
CPUIntel Core™ i5-10400AMD Ryzen 7 5800X 8-Core Processor
Cores1216
RAM32 GB31 GB
GPUAMD Radeon RX 6700 XTNavi 44 [Radeon RX 9060 XT]
OSmacOS 26.5.1Ubuntu 26.04.1 LTS
Archx64x64
Power Modebalancedperformance

Performance

gptoss · 20.9B · M… qwen3.8-27b-uncens…
Tokens/sec17.57.0
First chunk643 ms19 ms
TTFT7.7 s1.2 s
Load time0.0 sN/A
Memory usage0.8 GB15.6 GB
Memory %3%50%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

Speed
34/50
TTFT
5/20
Memory
30/30

qwen3.8-27b-uncensored-…

Speed
11/50
TTFT
20/20
Memory
25/30

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-uncensored-…

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: Adequate Multilingual: Strong

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