head-to-head

MoonshotAI: Kimi K2.7 Code vs NVIDIA: Nemotron 3 Nano Omni (free)

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-06-20.

	MoonshotAI: Kimi K2.7 Code	NVIDIA: Nemotron 3 Nano Omni (free)
Vendor	moonshotai	nvidia
Quality Score	100	100
Benchmark Score	74.3	-
Input Price	$0.61/M	Free
Output Price	$3.07/M	Free
Context Window	262,144	256,000
Max Output	262,144	65,536
Tool Calling	✓	✓
Structured Output	✓	-
Reasoning Mode	✓	✓
Vision	✓	✓
Audio	-	✓
Benchmark Scores
ai_index	69.2	-
ai_index_agentic	48.8	-
ai_index_coding	100.0	-

Who wins by task?

Task	MoonshotAI: Kimi K2.7 Code	NVIDIA: Nemotron 3 Nano Omni (free)
SQL Generation	163	123
Code Review	155	122
Code Completion	129	129
Code Refactoring	151	123
Bug Fixing	165	130
Unit Test Generation	147	113
Code Documentation	135	126
Regex Writing	133	120
CI/CD Pipelines	138	113
Frontend Component Design	142	118
Data Analysis	162	120
CSV / Spreadsheet Cleanup	147	116
ETL Scripting	144	118
JSON Extraction	147	120
Bulk Data Labeling	134	126
OCR / Document Parsing	142	120
Table Extraction from PDFs	142	120
Long-Document Summarization	147	129
Short-Form Summarization	130	124
Blog Post Writing	134	119

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