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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

cogito:3b

OLLAMA GGUF

llama · 3.6B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

Global Score
80 vs 67
Hardware Fit
81 vs 100
Quality Score
80 vs 53

Hardware

nvidia/nemotron-3-… cogito:3b
MachineMicro-Star International Co., Ltd. MS-7E51MacBook Air
CPUAMD Ryzen 7 9700X 8-Core ProcessorApple M4
Cores1610
RAM31 GB32 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsApple M4
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3
Archx64arm64
Power Modebalancedbalanced

Performance

nvidia/nemotron-3-… cogito:3b
Tokens/sec55.445.6
First chunk32 ms177 ms
TTFT336 ms177 ms
Load timeN/A0.8 s
Memory usage24.3 GB7.0 GB
Memory %78%22%

HW Fit Score Breakdown

nvidia/nemotron-3-nano-…

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

cogito:3b

Speed
50/50
TTFT
20/20
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

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
View nvidia/nemotron-3-… details | View cogito:3b details

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