head-to-head

NVIDIA: Nemotron 3 Nano Omni (free) vs Google: Gemma 4 31B (free)

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-23.

	NVIDIA: Nemotron 3 Nano Omni (free)	Google: Gemma 4 31B (free)
Vendor	nvidia	google
Quality Score	100	100
Benchmark Score	-	53.7
Input Price	Free	Free
Output Price	Free	Free
Context Window	256,000	262,144
Max Output	65,536	32,768
Tool Calling	✓	✓
Structured Output	-	✓
Reasoning Mode	✓	✓
Vision	✓	✓
Audio	✓	-
Benchmark Scores
ai_index	-	31.3
eqbench	-	70.8

Who wins by task?

Task	NVIDIA: Nemotron 3 Nano Omni (free)	Google: Gemma 4 31B (free)
SQL Generation	123	140
Code Review	122	140
Code Completion	129	132
Code Refactoring	123	141
Bug Fixing	130	144
Unit Test Generation	113	130
Code Documentation	126	135
Regex Writing	120	126
CI/CD Pipelines	113	126
Frontend Component Design	118	128
Data Analysis	120	132
CSV / Spreadsheet Cleanup	116	134
ETL Scripting	118	133
JSON Extraction	120	132
Bulk Data Labeling	126	130
OCR / Document Parsing	120	131
Table Extraction from PDFs	120	131
Long-Document Summarization	129	143
Short-Form Summarization	124	127
Blog Post Writing	119	128

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