qwen2.5-0.5b-instruct
LM-STUDIO GGUFqwen2 · 0.5B · Q4_K_M
Mar 6, 2026 · Intel Core™ i5-5300U
starcoder2:7b
OLLAMA GGUFstarcoder2 · 7B · Q4_0
Mar 2, 2026 · Apple M4
Global Score
53 vs 35
Hardware Fit
89 vs 97
Quality Score
38 vs 8
Hardware
qwen2.5-0.5b-instr… starcoder2:7b
MachineLENOVO 20BUS00700MacBook Air
CPUIntel Core™ i5-5300UApple M4
Cores410
RAM16 GB32 GB
GPUIntel(R) HD Graphics 5500Apple M4
OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 26.3
Archx64arm64
Power Modebalancedbalanced
Performance
qwen2.5-0.5b-instr… starcoder2:7b
Tokens/sec13.223.8
First chunk1339 msN/A
TTFT1.3 s251 ms
Load timeN/A0.4 s
Memory usage0.4 GB6.3 GB
Memory %2%20%
HW Fit Score Breakdown
qwen2.5-0.5b-instruct
Speed
41/50
TTFT
20/20
Memory
28/30
starcoder2:7b
Speed
37/50
TTFT
30/20
Memory
30/30
Quality
qwen2.5-0.5b-instruct
Reasoning
5/20
Coding
4/20
Instruction
10/20
Structured
11/15
Math
3/15
Multilingual
5/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak
starcoder2:7b
Reasoning
0/20
Coding
1/20
Instruction
4/20
Structured
2/15
Math
0/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
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