qwen2.5-coder-0.5b-instruct
LM-STUDIO GGUFqwen2 · 0.5B · Q4_K_M
Mar 6, 2026 · Intel Core™ i5-5300U
llama3.1:8b
OLLAMA GGUFllama · 8.0B · Q4_K_M
Jun 26, 2026 · Cortex-A78AE
Global Score
55 vs 46
Hardware Fit
89 vs 61
Quality Score
40 vs 40
Hardware
qwen2.5-coder-0.5b… llama3.1:8b
MachineLENOVO 20BUS00700NVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUIntel Core™ i5-5300UCortex-A78AE
Cores46
RAM16 GB7 GB
GPUIntel(R) HD Graphics 5500Integrated / Unknown
OSMicrosoft Windows 10 Professionnel 10.0.19045Ubuntu 22.04.5 LTS
Archx64arm64
Power Modebalancedbalanced
Performance
qwen2.5-coder-0.5b… llama3.1:8b
Tokens/sec13.57.8
First chunk1292 ms1625 ms
TTFT1.3 s1.6 s
Load timeN/A21.8 s
Memory usage0.4 GB5.2 GB
Memory %2%71%
HW Fit Score Breakdown
qwen2.5-coder-0.5b-inst…
Speed
41/50
TTFT
20/20
Memory
28/30
llama3.1:8b
Speed
26/50
TTFT
20/20
Memory
15/30
Quality
qwen2.5-coder-0.5b-inst…
Reasoning
7/20
Coding
7/20
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
llama3.1:8b
Reasoning
12/20
Coding
10/20
Instruction
4/20
Structured
1/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest