head-to-head

Meta: Muse Ember vs MiniMax: MiniMax M3.1 Flash

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-12.

Meta: Muse Ember MiniMax: MiniMax M3.1 Flash
Vendormetaminimax
Quality Score100100
Benchmark Score56.744.4
Input Price$0.10/M$0.15/M
Output Price$0.50/M$0.60/M
Context Window1,048,5761,048,576
Max Output943,718524,288
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓-
Benchmark Scores
ai_index59.447.9

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Muse Ember costs $0.23 and MiniMax M3.1 Flash costs $0.30, so Muse Ember is about 1.3 times cheaper for the same work.

Both read up to 1,048,576 tokens at once, roughly 1,573 pages of text.

Only Muse Ember offers audio input.

On our blended benchmark score Muse Ember leads 56.7 to 44.4.

Across the 19 tasks where they differ, Muse Ember scores higher on 19 (SQL Generation, Code Review, Code Completion and others).

Muse Ember was released in November 2026 and MiniMax M3.1 Flash in October 2026.

Pick Muse Ember if you need lower cost, audio input, benchmark performance or the stronger all-round task scores.

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?

TaskMeta: Muse EmberMiniMax: MiniMax M3.1 Flash
SQL Generation 141 139
Code Review 143 141
Code Completion 133 132
Code Refactoring 145 143
Bug Fixing 147 145
Unit Test Generation 131 129
Code Documentation 137 136
Regex Writing 125 124
CI/CD Pipelines 127 125
Frontend Component Design 129 127
Data Analysis 132 131
CSV / Spreadsheet Cleanup 136 135
ETL Scripting 136 134
JSON Extraction 131 131
OCR / Document Parsing 134 133
Table Extraction from PDFs 134 133
Long-Document Summarization 147 145
Short-Form Summarization 126 126
Blog Post Writing 129 127

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

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