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qwen2.5-coder:0.5b

OLLAMA GGUF

qwen2 · 494.03M · Q4_K_M

Marginal

Nov 13, 2026 · Intel Core™ i5-4590T

qwen3.8:27b-q8_0

OLLAMA GGUF

qwen35 · 27.3B · Q8_0

Excellent

Aug 22, 2026 · AMD EPYC 7713 64-Core Processor

Global Score
59 vs 89
Hardware Fit
100 vs 88
Quality Score
41 vs 89

Hardware

qwen2.5-coder:0.5b qwen3.8:27b-q8_0
MachineFUJITSU ESPRIMO Q920Dell Inc. PowerEdge XE8545
CPUIntel Core™ i5-4590TAMD EPYC 7713 64-Core Processor
Cores4128
RAM16 GB1007 GB
GPUIntel(R) HD Graphics 4600, Microsoft Remote Display AdapterGA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]
OSMicrosoft Windows 10 Pro 10.0.19045Rocky Linux 8.10
Archx64x64
Power Modebalancedunknown

Performance

qwen2.5-coder:0.5b qwen3.8:27b-q8_0
Tokens/sec43.740.0
First chunk290 ms177 ms
TTFT290 ms177 ms
Load time1.4 s24.7 s
Memory usage0.9 GB51.0 GB
Memory %6%5%

HW Fit Score Breakdown

qwen2.5-coder:0.5b

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

qwen3.8:27b-q8_0

Speed
38/50
TTFT
20/20
Memory
30/30

Quality

qwen2.5-coder:0.5b

Reasoning
7/20
Coding
8/20
Instruction
10/20
Structured
10/15
Math
2/15
Multilingual
4/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

qwen3.8:27b-q8_0

Reasoning
18/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View qwen2.5-coder:0.5b details | View qwen3.8:27b-q8_0 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