nemotron-3-nano:4b

nemotron_h · 4.0B · Q4_K_M

THINKING MODEL

Microsoft WSL (AMD Ryzen 5 5500)

8 GB · Ubuntu 26.04.1 LTS

Tested on October 12, 2026 · Submitted by john_yuki

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Global Score

95 /100

Excellent

Hardware Fit

99/100

Quality

93/100

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Hardware

Machine: Microsoft WSL
CPU: AMD Ryzen 5 5500
Cores: 12 threads (6 cores)
RAM: 8 GB
GPU: Integrated / Unknown
OS: Ubuntu 26.04.1 LTS
Arch: x64

Performance

Tokens/sec Tokens generated per second — higher is better: 107.6
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±3.1
First chunk latency Delay before the first streamed chunk arrives from runtime: 361 ms
Time to first token How fast the model starts responding — lower is better: 1.1 s
Load time Time to load the model into memory before inference: 7.9 s
Memory usage RAM consumed during inference — percentage of total system memory: 2.6 GB (34%)
Total tokens Total number of tokens generated across all benchmark prompts: 1262
Thinking tokens (est.) Estimated internal reasoning tokens — models with "thinking" generate more tokens: ~258

Score breakdown

Speed

50/50

Time to first token

20/20

Memory

29/30

Quality

Reasoning

19/20

Coding

16/20

Instruction following

18/20

Structured output

15/15

Math

15/15

Multilingual

10/10

Category levels

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

Metadata

Spec version: 0.2.1
Runtime: Ollama 0.34.0
Model format: GGUF
Hardware profile: ENTRY
Result hash: 50b5286ed4520a5ab65f24c52a94e7bd106d856f255bd6963eb224435fe1df9b

Interpretation

Hardware fit: 99/100. Overall suitability: EXCELLENT (Global 95/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Strong, Multilingual: Strong.

Bench Environment

CPU load: avg 24% (peak 30%)

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