nemotron-3-nano:4b
OLLAMA GGUFnemotron_h · 4.0B · Q4_K_M
Oct 12, 2026 · AMD Ryzen 5 5500
cogito:3b
OLLAMA GGUFllama · 3.6B · Q4_K_M
Mar 6, 2026 · Apple M4
Global Score
95 vs 67
Hardware Fit
99 vs 100
Quality Score
93 vs 53
Hardware
nemotron-3-nano:4b cogito:3b
MachineMicrosoft WSLMacBook Air
CPUAMD Ryzen 5 5500Apple M4
Cores1210
RAM8 GB32 GB
GPUIntegrated / UnknownApple M4
OSUbuntu 26.04.1 LTSmacOS 26.3
Archx64arm64
Power Modeunknownbalanced
Performance
nemotron-3-nano:4b cogito:3b
Tokens/sec107.645.6
First chunk361 ms177 ms
TTFT1.1 s177 ms
Load time7.9 s0.8 s
Memory usage2.6 GB7.0 GB
Memory %34%22%
HW Fit Score Breakdown
nemotron-3-nano:4b
Speed
50/50
TTFT
20/20
Memory
29/30
cogito:3b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
nemotron-3-nano:4b
Reasoning
19/20
Coding
16/20
Instruction
18/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
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
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