head-to-head

Meta: Muse Ember vs PrismML: Ternary Bonsai 2 9B

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

Meta: Muse Ember PrismML: Ternary Bonsai 2 9B
Vendormetaprism-ml
Quality Score100100
Benchmark Score56.7-
Input Price$0.10/M$0.08/M
Output Price$0.50/M$0.13/M
Context Window1,048,576262,144
Max Output943,71865,536
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓-
Benchmark Scores
ai_index59.4-

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Ternary Bonsai 2 9B costs $0.11 and Muse Ember costs $0.23, so Ternary Bonsai 2 9B is about 2.0 times cheaper for the same work.

Muse Ember reads up to 1,048,576 tokens at once, roughly 1,573 pages of text, against about 393 pages for Ternary Bonsai 2 9B.

Only Muse Ember offers audio input and video input.

Across the 20 tasks where they differ, Muse Ember scores higher on 18 (SQL Generation, Code Review, Code Completion and others), Ternary Bonsai 2 9B on 2 (JSON Extraction, Bulk Data Labeling).

Muse Ember was released in November 2026 and Ternary Bonsai 2 9B in October 2026.

Pick Muse Ember if you need long documents, audio input, video input or the stronger all-round task scores; pick Ternary Bonsai 2 9B 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?

TaskMeta: Muse EmberPrismML: Ternary Bonsai 2 9B
SQL Generation 141 131
Code Review 143 126
Code Completion 133 129
Code Refactoring 145 127
Bug Fixing 147 130
Unit Test Generation 131 121
Code Documentation 137 126
Regex Writing 125 120
CI/CD Pipelines 127 117
Frontend Component Design 129 122
Data Analysis 132 124
CSV / Spreadsheet Cleanup 136 128
ETL Scripting 136 122
JSON Extraction 131 132
Bulk Data Labeling 129 129
OCR / Document Parsing 134 128
Table Extraction from PDFs 134 128
Long-Document Summarization 147 129
Short-Form Summarization 126 124
Blog Post Writing 129 119

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

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