gemma3:270m
OLLAMA GGUFgemma3 · 268.10M · Q8_0
Mar 5, 2026 · Apple M3 Pro
starcoder2:7b
OLLAMA GGUFstarcoder2 · 7B · Q4_0
Mar 2, 2026 · Apple M4
Global Score
50 vs 35
Hardware Fit
97 vs 97
Quality Score
30 vs 8
Hardware
gemma3:270m starcoder2:7b
MachineMacBook ProMacBook Air
CPUApple M3 ProApple M4
Cores1210
RAM36 GB32 GB
GPUApple M3 ProApple M4
OSmacOS 15.7.5macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
gemma3:270m starcoder2:7b
Tokens/sec239.223.8
First chunk127 msN/A
TTFT127 ms251 ms
Load time0.7 s0.4 s
Memory usage0.6 GB6.3 GB
Memory %2%20%
HW Fit Score Breakdown
gemma3:270m
Speed
50/50
TTFT
20/20
Memory
27/30
starcoder2:7b
Speed
37/50
TTFT
30/20
Memory
30/30
Quality
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
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