head-to-head

Google: Gemini 3.5 Flash Lite (batch) vs MoonshotAI: Kimi K2.7 Code

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-07-30.

	Google: Gemini 3.5 Flash Lite (batch)	MoonshotAI: Kimi K2.7 Code
Vendor	google	moonshotai
Quality Score	100	100
Benchmark Score	62.4	73.4
Input Price	$0.15/M	$0.73/M
Output Price	$1.25/M	$3.50/M
Context Window	1,048,576	262,144
Max Output	65,536	262,144
Tool Calling	✓	✓
Structured Output	✓	✓
Reasoning Mode	✓	✓
Vision	✓	✓
Audio	✓	-
Benchmark Scores
ai_index	60.2	69.2
ai_index_agentic	44.3	48.8
ai_index_coding	81.4	100.0

Who wins by task?

Task	Google: Gemini 3.5 Flash Lite (batch)	MoonshotAI: Kimi K2.7 Code
SQL Generation	161	163
Code Review	156	155
Code Completion	132	129
Code Refactoring	156	151
Bug Fixing	166	165
Unit Test Generation	146	147
Code Documentation	140	135
Regex Writing	131	133
CI/CD Pipelines	137	138
Frontend Component Design	139	142
Data Analysis	156	162
CSV / Spreadsheet Cleanup	149	147
ETL Scripting	146	144
JSON Extraction	145	147
Bulk Data Labeling	134	134
OCR / Document Parsing	143	142
Table Extraction from PDFs	143	142
Long-Document Summarization	153	147
Short-Form Summarization	129	130
Blog Post Writing	135	134

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