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Qwen3.8-27B-UD-Q3_K_XL

OLLAMA GGUF

llama · 27.3B · Q4_K

Excellent

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

codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

Global Score
90 vs 67
Hardware Fit
97 vs 67
Quality Score
87 vs 67

Hardware

Qwen3.8-27B-UD-Q3_… codestral:22b
Machine—NVIDIA NVIDIA_DGX_Spark
CPUIntel Gen Intel® Core™ i5-12600KCortex-X925
Cores1620
RAM31 GB122 GB
GPUAlderLake-S GT1, AD106 [GeForce RTX 4060 Ti 16GB]Device 2e12
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

Qwen3.8-27B-UD-Q3_… codestral:22b
Tokens/sec39.017.2
First chunk305 ms129 ms
TTFT305 ms129 ms
Load time0.0 s11.6 s
Memory usage12.5 GB18.9 GB
Memory %41%16%

HW Fit Score Breakdown

Qwen3.8-27B-UD-Q3_K_XL

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

codestral:22b

Speed
17/50
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

codestral:22b

Reasoning
11/20
Coding
17/20
Instruction
9/20
Structured
14/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Weak Structured Output: Strong Math: Weak Multilingual: Strong
View Qwen3.8-27B-UD-Q3_… details | View codestral:22b 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