head-to-head

MoonshotAI: Kimi K2.7 Code vs MiniMax: MiniMax M3

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-23.

MoonshotAI: Kimi K2.7 Code MiniMax: MiniMax M3
Vendormoonshotaiminimax
Quality Score100100
Benchmark Score40.947.2
Input Price$0.71/M$0.30/M
Output Price$3.30/M$1.20/M
Context Window262,1441,048,576
Max Output235,929512,000
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio--
Benchmark Scores
ai_index42.648.2

Who wins by task?

TaskMoonshotAI: Kimi K2.7 CodeMiniMax: MiniMax M3
SQL Generation 136 139
Code Review 134 141
Code Completion 129 132
Code Refactoring 134 143
Bug Fixing 138 145
Unit Test Generation 126 129
Code Documentation 129 136
Regex Writing 123 124
CI/CD Pipelines 122 125
Frontend Component Design 127 127
Data Analysis 130 131
CSV / Spreadsheet Cleanup 129 135
ETL Scripting 128 134
JSON Extraction 131 131
Bulk Data Labeling 128 129
OCR / Document Parsing 130 133
Table Extraction from PDFs 130 133
Long-Document Summarization 136 145
Short-Form Summarization 125 126
Blog Post Writing 124 127

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

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