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

qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
90 vs 68
Hardware Fit
97 vs 100
Quality Score
87 vs 54

Hardware

Qwen3.8-27B-UD-Q3_… qwen2.5-coder:1.5b
Machine—LENOVO 20U30029MB
CPUIntel Gen Intel® Core™ i5-12600KIntel Core™ i5-10210U
Cores168
RAM31 GB15 GB
GPUAlderLake-S GT1, AD106 [GeForce RTX 4060 Ti 16GB]CometLake-U GT2 [UHD Graphics]
OSUbuntu 24.04.4 LTSPop 24.04 LTS
Archx64x64
Power Modelow-powerlow-power

Performance

Qwen3.8-27B-UD-Q3_… qwen2.5-coder:1.5b
Tokens/sec39.021.8
First chunk305 ms499 ms
TTFT305 ms499 ms
Load time0.0 s4.4 s
Memory usage12.5 GB1.5 GB
Memory %41%10%

HW Fit Score Breakdown

Qwen3.8-27B-UD-Q3_K_XL

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

qwen2.5-coder:1.5b

Speed
50/50
TTFT
20/20
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

qwen2.5-coder:1.5b

Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Strong
View Qwen3.8-27B-UD-Q3_… details | View qwen2.5-coder:1.5b details

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