cogito:3b
OLLAMA GGUFllama · 3.6B · Q4_K_M
Mar 6, 2026 · Apple M4
gemma3:1b
OLLAMA GGUFgemma3 · 999.89M · Q4_K_M
Feb 28, 2026 · Apple M4
Global Score
67 vs 68
Hardware Fit
100 vs 98
Quality Score
53 vs 55
Hardware
cogito:3b gemma3:1b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown
Performance
cogito:3b gemma3:1b
Tokens/sec45.639.4
First chunk177 msN/A
TTFT177 ms362 ms
Load time0.8 s0.3 s
Memory usage7.0 GB1.3 GB
Memory %22%4%
HW Fit Score Breakdown
cogito:3b
Speed
50/50
TTFT
20/20
Memory
30/30
gemma3:1b
Speed
40/50
TTFT
30/20
Memory
28/30
Quality
cogito:3b
Reasoning
6/20
Coding
8/20
Instruction
13/20
Structured
15/15
Math
2/15
Multilingual
9/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
gemma3:1b
Reasoning
6/20
Coding
13/20
Instruction
15/20
Structured
12/15
Math
1/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor 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