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nvidia/nemotron-3-nano-omni

LM-STUDIO GGUF

nemotron_h_moe · 30B · Q4_K_M

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

Global Score
80 vs 76
Hardware Fit
81 vs 45
Quality Score
80 vs 89

Hardware

nvidia/nemotron-3-… Gemma4-31B:31B
MachineMicro-Star International Co., Ltd. MS-7E51GMKtec NucBox EVO-T2S
CPUAMD Ryzen 7 9700X 8-Core ProcessorIntel Core™ Ultra X7 358H
Cores1616
RAM31 GB64 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

nvidia/nemotron-3-… Gemma4-31B:31B
Tokens/sec55.43.8
First chunk32 ms3536 ms
TTFT336 ms3.5 s
Load timeN/A19.6 s
Memory usage24.3 GB19.9 GB
Memory %78%31%

HW Fit Score Breakdown

nvidia/nemotron-3-nano-…

Speed
50/50
TTFT
20/20
Memory
11/30

Gemma4-31B:31B

Speed
5/50
TTFT
10/20
Memory
30/30

Quality

nvidia/nemotron-3-nano-…

Reasoning
15/20
Coding
17/20
Instruction
17/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Gemma4-31B:31B

Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
14/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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$ npm install -g metrillm@latest
$ metrillm

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Or run without installing: npx metrillm@latest