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MoonshotAI: Kimi K2.7 Code vs Google Gemini Flash Latest

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-07-29.

MoonshotAI: Kimi K2.7 Code Google Gemini Flash Latest
Vendormoonshotai~google
Quality Score100100
Benchmark Score73.4-
Input Price$0.73/M$1.50/M
Output Price$3.50/M$7.50/M
Context Window262,1441,048,576
Max Output262,14465,536
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio-✓
Benchmark Scores
ai_index69.2-
ai_index_agentic48.8-
ai_index_coding100.0-

Who wins by task?

TaskMoonshotAI: Kimi K2.7 CodeGoogle Gemini Flash Latest
SQL Generation 163 133
Code Review 155 132
Code Completion 129 118
Code Refactoring 151 136
Bug Fixing 165 136
Unit Test Generation 147 124
Code Documentation 135 130
Regex Writing 133 118
CI/CD Pipelines 138 120
Frontend Component Design 142 122
Data Analysis 162 124
CSV / Spreadsheet Cleanup 147 133
ETL Scripting 144 128
JSON Extraction 147 122
Bulk Data Labeling 134 119
OCR / Document Parsing 142 131
Table Extraction from PDFs 142 131
Long-Document Summarization 147 137
Short-Form Summarization 130 114
Blog Post Writing 134 121

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

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