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MiniMax: MiniMax M3 vs OpenAI: GPT-5.4 Nano

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-06-12.

MiniMax: MiniMax M3 OpenAI: GPT-5.4 Nano
Vendorminimaxopenai
Quality Score100100
Benchmark Score87.073.0
Input Price$0.30/M$0.20/M
Output Price$1.20/M$1.25/M
Context Window1,048,576400,000
Max Output512,000128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index90.272.6
ai_index_agentic100.078.5
ai_index_coding71.672.4

Who wins by task?

TaskMiniMax: MiniMax M3OpenAI: GPT-5.4 Nano
SQL Generation 170 165
Code Review 167 161
Code Completion 133 133
Code Refactoring 163 159
Bug Fixing 182 175
Unit Test Generation 152 149
Code Documentation 144 142
Regex Writing 137 134
CI/CD Pipelines 144 140
Frontend Component Design 146 142
Data Analysis 171 164
CSV / Spreadsheet Cleanup 151 150
ETL Scripting 154 150
JSON Extraction 145 144
Bulk Data Labeling 134 134
OCR / Document Parsing 144 143
Table Extraction from PDFs 144 143
Long-Document Summarization 161 157
Short-Form Summarization 132 131
Blog Post Writing 141 138

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

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