Back to leaderboard

Qwen3.8-27B-UD-Q3_K_XL

OLLAMA GGUF

llama · 27.3B · Q4_K

Excellent

Aug 23, 2026 · Intel Gen Intel® Core™ i5-12600K

gpt-oss:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 18, 2026 · Intel Core™ Ultra X7 358H

Global Score
90 vs 81
Hardware Fit
97 vs 59
Quality Score
87 vs 91

Hardware

Qwen3.8-27B-UD-Q3_… gpt-oss:20b
MachineGMKtec NucBox EVO-T2S
CPUIntel Gen Intel® Core™ i5-12600KIntel Core™ Ultra X7 358H
Cores1616
RAM31 GB64 GB
GPUAlderLake-S GT1, AD106 [GeForce RTX 4060 Ti 16GB]Intel(R) Arc(TM) B390 GPU
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

Qwen3.8-27B-UD-Q3_… gpt-oss:20b
Tokens/sec39.019.1
First chunk305 ms1985 ms
TTFT305 ms11.1 s
Load time0.0 s7.7 s
Memory usage12.5 GB12.9 GB
Memory %41%20%

HW Fit Score Breakdown

Qwen3.8-27B-UD-Q3_K_XL

Speed
50/50
TTFT
20/20
Memory
27/30

gpt-oss:20b

Speed
26/50
TTFT
3/20
Memory
30/30

Quality

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

gpt-oss:20b

Reasoning
18/20
Coding
19/20
Instruction
14/20
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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest