head-to-head
Meta: Muse Spark 1.2 vs MiniMax: MiniMax M3
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-23.
| Meta: Muse Spark 1.2 | MiniMax: MiniMax M3 | |
|---|---|---|
| Vendor | meta | minimax |
| Quality Score | 100 | 100 |
| Benchmark Score | 66.5 | 47.2 |
| Input Price | $1.25/M | $0.30/M |
| Output Price | $4.25/M | $1.20/M |
| Context Window | 1,048,576 | 1,048,576 |
| Max Output | 943,718 | 512,000 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | ✓ | - |
| Benchmark Scores | ||
| ai_index | 65.3 | 48.2 |
Who wins by task?
| Task | Meta: Muse Spark 1.2 | MiniMax: MiniMax M3 |
|---|---|---|
| SQL Generation | 141 | 139 |
| Code Review | 144 | 141 |
| Code Completion | 120 | 132 |
| Code Refactoring | 146 | 143 |
| Bug Fixing | 148 | 145 |
| Unit Test Generation | 131 | 129 |
| Code Documentation | 136 | 136 |
| Regex Writing | 125 | 124 |
| CI/CD Pipelines | 127 | 125 |
| Frontend Component Design | 129 | 127 |
| Data Analysis | 133 | 131 |
| CSV / Spreadsheet Cleanup | 136 | 135 |
| ETL Scripting | 137 | 134 |
| JSON Extraction | 122 | 131 |
| Bulk Data Labeling | 120 | 129 |
| OCR / Document Parsing | 134 | 133 |
| Table Extraction from PDFs | 134 | 133 |
| Long-Document Summarization | 147 | 145 |
| Short-Form Summarization | 118 | 126 |
| Blog Post Writing | 129 | 127 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →
Related comparisons
Anthropic: Claude Opus 5 (batch) vs MiniMax: MiniMax M3
Anthropic: Claude Sonnet 5 (batch) vs MiniMax: MiniMax M3
Anthropic: Claude Sonnet 5 vs MiniMax: MiniMax M3
ByteDance Seed: Seed-2.0-Code vs Meta: Muse Spark 1.2
ByteDance Seed: Seed-2.0-Code vs MiniMax: MiniMax M3
ByteDance Seed: Seed 2.1 Turbo vs Meta: Muse Spark 1.2
ByteDance Seed: Seed 2.1 Turbo vs MiniMax: MiniMax M3
DeepSeek: DeepSeek Flash Latest vs Meta: Muse Spark 1.2