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Google: Gemini 3.1 Flash Lite vs NVIDIA: Nemotron 3 Nano Omni (free)

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-06-22.

Google: Gemini 3.1 Flash Lite NVIDIA: Nemotron 3 Nano Omni (free)
Vendorgooglenvidia
Quality Score100100
Input Price$0.25/MFree
Output Price$1.50/MFree
Context Window1,048,576256,000
Max Output65,53665,536
Tool Calling✓✓
Structured Output✓-
Reasoning Mode✓✓
Vision✓✓
Audio✓✓

Who wins by task?

TaskGoogle: Gemini 3.1 Flash LiteNVIDIA: Nemotron 3 Nano Omni (free)
SQL Generation 133 123
Code Review 132 122
Code Completion 131 129
Code Refactoring 136 123
Bug Fixing 136 130
Unit Test Generation 124 113
Code Documentation 131 126
Regex Writing 119 120
CI/CD Pipelines 120 113
Frontend Component Design 122 118
Data Analysis 124 120
CSV / Spreadsheet Cleanup 133 116
ETL Scripting 128 118
JSON Extraction 131 120
Bulk Data Labeling 129 126
OCR / Document Parsing 131 120
Table Extraction from PDFs 131 120
Long-Document Summarization 137 129
Short-Form Summarization 123 124
Blog Post Writing 121 119

Scores reflect capability match + benchmark data + pricing for each task. Methodology →

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