MiniMax: MiniMax M3.1 Flash vs OpenAI: GPT-6 Luna Pro
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-23.
| MiniMax: MiniMax M3.1 Flash | OpenAI: GPT-6 Luna Pro | |
|---|---|---|
| Vendor | minimax | openai |
| Quality Score | 100 | 100 |
| Benchmark Score | 71.3 | - |
| Input Price | $0.15/M | $0.10/M |
| Output Price | $0.60/M | $0.50/M |
| Context Window | 1,048,576 | 1,050,000 |
| Max Output | 524,288 | 128,000 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | 70.5 | - |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, GPT-6 Luna Pro costs $0.23 and MiniMax M3.1 Flash costs $0.30, so GPT-6 Luna Pro is about 1.3 times cheaper for the same work.
Both take in a similar amount of text: 1,048,576 and 1,050,000 tokens, about 1,573 and 1,575 pages.
Only MiniMax M3.1 Flash offers video input.
Across the 19 tasks where they differ, MiniMax M3.1 Flash scores higher on 18 (SQL Generation, Code Review, Code Completion and others), GPT-6 Luna Pro on 1 (JSON Extraction).
MiniMax M3.1 Flash was released in October 2026 and GPT-6 Luna Pro in September 2026.
Pick MiniMax M3.1 Flash if you need video input or the stronger all-round task scores; pick GPT-6 Luna Pro if you need lower cost.
Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.
Who wins by task?
| Task | MiniMax: MiniMax M3.1 Flash | OpenAI: GPT-6 Luna Pro |
|---|---|---|
| SQL Generation | 142 | 133 |
| Code Review | 145 | 132 |
| Code Completion | 133 | 131 |
| Code Refactoring | 147 | 136 |
| Bug Fixing | 149 | 136 |
| Unit Test Generation | 132 | 124 |
| Code Documentation | 138 | 131 |
| Regex Writing | 126 | 119 |
| CI/CD Pipelines | 128 | 120 |
| Frontend Component Design | 130 | 122 |
| Data Analysis | 134 | 124 |
| CSV / Spreadsheet Cleanup | 136 | 133 |
| ETL Scripting | 137 | 128 |
| JSON Extraction | 131 | 131 |
| OCR / Document Parsing | 134 | 131 |
| Table Extraction from PDFs | 134 | 131 |
| Long-Document Summarization | 149 | 137 |
| Short-Form Summarization | 127 | 123 |
| Blog Post Writing | 130 | 121 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →