cogito:3b
OLLAMA GGUFllama · 3.6B · Q4_K_M
Mar 6, 2026 · Apple M4
neural-chat:7b
OLLAMA GGUFllama · 7B · Q4_0
Mar 2, 2026 · Apple M4
Global Score
67 vs 67
Hardware Fit
100 vs 96
Quality Score
53 vs 55
Hardware
cogito:3b neural-chat:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
cogito:3b neural-chat:7b
Tokens/sec45.622.5
First chunk177 msN/A
TTFT177 ms242 ms
Load time0.8 s0.4 s
Memory usage7.0 GB4.5 GB
Memory %22%14%
HW Fit Score Breakdown
cogito:3b
Speed
50/50
TTFT
20/20
Memory
30/30
neural-chat:7b
Speed
36/50
TTFT
30/20
Memory
30/30
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
neural-chat:7b
Reasoning
7/20
Coding
9/20
Instruction
12/20
Structured
12/15
Math
7/15
Multilingual
8/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak 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