qwen2.5-coder-0.5b-instruct
LM-STUDIO GGUFqwen2 · 0.5B · Q4_K_M
Mar 6, 2026 · Intel Core™ i5-5300U
gemma3:270m
OLLAMA GGUFgemma3 · 268.10M · Q8_0
Mar 5, 2026 · Apple M3 Pro
Global Score
55 vs 50
Hardware Fit
89 vs 97
Quality Score
40 vs 30
Hardware
qwen2.5-coder-0.5b… gemma3:270m
MachineLENOVO 20BUS00700MacBook Pro
CPUIntel Core™ i5-5300UApple M3 Pro
Cores412
RAM16 GB36 GB
GPUIntel(R) HD Graphics 5500Apple M3 Pro
OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 15.7.5
Archx64arm64
Power Modebalancedbalanced
Performance
qwen2.5-coder-0.5b… gemma3:270m
Tokens/sec13.5239.2
First chunk1292 ms127 ms
TTFT1.3 s127 ms
Load timeN/A0.7 s
Memory usage0.4 GB0.6 GB
Memory %2%2%
HW Fit Score Breakdown
qwen2.5-coder-0.5b-inst…
Speed
41/50
TTFT
20/20
Memory
28/30
gemma3:270m
Speed
50/50
TTFT
20/20
Memory
27/30
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
gemma3:270m
Reasoning
4/20
Coding
2/20
Instruction
10/20
Structured
8/15
Math
1/15
Multilingual
5/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak
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