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 2026-08-06.

Meta: Muse Spark 1.2 MiniMax: MiniMax M3
Vendormetaminimax
Quality Score100100
Benchmark Score90.977.1
Input Price$1.25/M$0.30/M
Output Price$4.25/M$1.20/M
Context Window1,048,5761,048,576
Max Output-512,000
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio-
Benchmark Scores
ai_index89.273.3
ai_index_agentic77.258.3
ai_index_coding100.096.6

Who wins by task?

TaskMeta: Muse Spark 1.2MiniMax: MiniMax M3
SQL Generation 172 167
Code Review 167 162
Code Completion 120 133
Code Refactoring 164 160
Bug Fixing 181 173
Unit Test Generation 154 151
Code Documentation 143 142
Regex Writing 136 134
CI/CD Pipelines 145 141
Frontend Component Design 147 143
Data Analysis 171 164
CSV / Spreadsheet Cleanup 154 153
ETL Scripting 154 151
JSON Extraction 140 147
Bulk Data Labeling 126 135
OCR / Document Parsing 147 145
Table Extraction from PDFs 147 145
Long-Document Summarization 160 156
Short-Form Summarization 123 131
Blog Post Writing 140 138

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

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