Nemotron-3-Nano-Omni-30B-A3B-Reasoning-Q4_K_M:latest

nemotron_h_moe · 31.6B · Q4_K_M

Micro-Star International Co., Ltd. MS-7E51 (AMD Ryzen 7 9700X 8-Core Processor)

31 GB · Microsoft Windows 11 Pro 10.0.26200

Tested on August 19, 2026

Top 37% Compare

Global Score

81 /100

Excellent

Hardware Fit

78/100

Quality

82/100

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Ollama

ollama pull Nemotron-3-Nano-Omni-30B-A3B-Reasoning-Q4_K_M:latest

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ollama.com/library/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-Q4_K_M

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GGUF versions & quantizations

Hardware

Machine: Micro-Star International Co., Ltd. MS-7E51
CPU: AMD Ryzen 7 9700X 8-Core Processor
Cores: 16 total (16 perf)
Frequency: 3.8 GHz
RAM: 31 GB DDR5
GPU: NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OS: Microsoft Windows 11 Pro 10.0.26200
Arch: x64
Power Mode: balanced

Performance

Tokens/sec Tokens generated per second — higher is better: 56.8
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±0.2
First chunk latency Delay before the first streamed chunk arrives from runtime: 421 ms
Time to first token How fast the model starts responding — lower is better: 421 ms
Load time Time to load the model into memory before inference: 0.1 s
Memory usage RAM consumed during inference — percentage of total system memory: 26.0 GB (84%)
Total tokens Total number of tokens generated across all benchmark prompts: 1142

Score breakdown

Speed

50/50

Time to first token

20/20

Memory

8/30

Quality

Reasoning

14/20

Coding

18/20

Instruction following

16/20

Structured output

15/15

Math

10/15

Multilingual

9/10

Category levels

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

Metadata

Spec version: 0.2.1
Runtime: Ollama 0.32.14
Model format: GGUF
Hardware profile: BALANCED
Result hash: a08116e6b93ba28a0540dc0376c632274323dae6241b37dd0c5cc143ae53904c

Interpretation

Hardware fit: 78/100. Overall suitability: EXCELLENT (Global 81/100). Category profile: Reasoning: Adequate, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Adequate, Multilingual: Strong.

Bench Environment

CPU load: avg 46% (peak 56%)

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$ metrillm

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