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MoonshotAI: Kimi K2.7 Code (batch) vs MiniMax: MiniMax M3

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-08.

MoonshotAI: Kimi K2.7 Code (batch) MiniMax: MiniMax M3
Vendormoonshotaiminimax
Quality Score100100
Benchmark Score73.577.0
Input Price$0.47/M$0.30/M
Output Price$2.00/M$1.20/M
Context Window262,1441,048,576
Max Output-512,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index71.074.9
ai_index_agentic50.059.6
ai_index_coding100.096.6

Who wins by task?

TaskMoonshotAI: Kimi K2.7 Code (batch)MiniMax: MiniMax M3
SQL Generation 163 167
Code Review 156 162
Code Completion 130 133
Code Refactoring 151 160
Bug Fixing 166 174
Unit Test Generation 147 151
Code Documentation 135 142
Regex Writing 133 134
CI/CD Pipelines 138 141
Frontend Component Design 143 143
Data Analysis 162 164
CSV / Spreadsheet Cleanup 147 153
ETL Scripting 144 151
Bulk Data Labeling 134 135
OCR / Document Parsing 142 145
Table Extraction from PDFs 142 145
Long-Document Summarization 147 157
Short-Form Summarization 130 131
Blog Post Writing 134 138

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

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