head-to-head

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

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

	NVIDIA: Nemotron 3 Nano Omni (free)	Google: Gemini 3.1 Flash Lite Preview
Vendor	nvidia	google
Quality Score	100	100
Input Price	Free	$0.25/M
Output Price	Free	$1.50/M
Context Window	256,000	1,048,576
Max Output	65,536	65,536
Tool Calling	✓	✓
Structured Output	-	✓
Reasoning Mode	✓	✓
Vision	✓	✓
Audio	✓	✓

Who wins by task?

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

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