qwen2.5-coder-0.5b-instruct
LM-STUDIO GGUFqwen2 · 0.5B · Q4_K_M
Mar 6, 2026 · Intel Core™ i5-5300U
gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
Global Score
55 vs 84
Hardware Fit
89 vs 69
Quality Score
40 vs 91
Hardware
qwen2.5-coder-0.5b… gptoss · 20.9B · M…
MachineLENOVO 20BUS00700Mac Pro
CPUIntel Core™ i5-5300UIntel Core™ i5-10400
Cores412
RAM16 GB32 GB
GPUIntel(R) HD Graphics 5500AMD Radeon RX 6700 XT
OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 26.5.1
Archx64x64
Power Modebalancedbalanced
Performance
qwen2.5-coder-0.5b… gptoss · 20.9B · M…
Tokens/sec13.517.5
First chunk1292 ms643 ms
TTFT1.3 s7.7 s
Load timeN/A0.0 s
Memory usage0.4 GB0.8 GB
Memory %2%3%
HW Fit Score Breakdown
qwen2.5-coder-0.5b-inst…
Speed
41/50
TTFT
20/20
Memory
28/30
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
Memory
30/30
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
gptoss · 20.9B · MXFP4
Reasoning
19/20
Coding
19/20
Instruction
13/20
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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest