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 2026-09-23.

	MoonshotAI: Kimi K2.7 Code	NVIDIA: Nemotron 3 Nano Omni (free)
Vendor	moonshotai	nvidia
Quality Score	100	100
Benchmark Score	40.9	-
Input Price	$0.71/M	Free
Output Price	$3.30/M	Free
Context Window	262,144	256,000
Max Output	235,929	65,536
Tool Calling	✓	✓
Structured Output	✓	-
Reasoning Mode	✓	✓
Vision	✓	✓
Audio	-	✓
Benchmark Scores
ai_index	42.6	-

Who wins by task?

Task	MoonshotAI: Kimi K2.7 Code	NVIDIA: Nemotron 3 Nano Omni (free)
SQL Generation	136	123
Code Review	134	122
Code Completion	129	129
Code Refactoring	134	123
Bug Fixing	138	130
Unit Test Generation	126	113
Code Documentation	129	126
Regex Writing	123	120
CI/CD Pipelines	122	113
Frontend Component Design	127	118
Data Analysis	130	120
CSV / Spreadsheet Cleanup	129	116
ETL Scripting	128	118
JSON Extraction	131	120
Bulk Data Labeling	128	126
OCR / Document Parsing	130	120
Table Extraction from PDFs	130	120
Long-Document Summarization	136	129
Short-Form Summarization	125	124
Blog Post Writing	124	119

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