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

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

MoonshotAI: Kimi K2.7 Code MiniMax: MiniMax M3 (batch)
Vendormoonshotaiminimax
Quality Score100100
Benchmark Score73.477.2
Input Price$0.73/M$0.15/M
Output Price$3.50/M$0.60/M
Context Window262,144524,288
Max Output262,144-
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index69.273.3
ai_index_agentic48.858.3
ai_index_coding100.096.6

Who wins by task?

TaskMoonshotAI: Kimi K2.7 CodeMiniMax: MiniMax M3 (batch)
SQL Generation 163 167
Code Review 155 162
Code Completion 129 133
Code Refactoring 151 160
Bug Fixing 165 173
Unit Test Generation 147 151
Code Documentation 135 142
Regex Writing 133 134
CI/CD Pipelines 138 141
Frontend Component Design 142 143
Data Analysis 162 164
CSV / Spreadsheet Cleanup 147 153
ETL Scripting 144 151
JSON Extraction 147 148
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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