head-to-head

Meta: Muse Ember vs NVIDIA: Nemotron 3.5 Super VL

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

Meta: Muse Ember NVIDIA: Nemotron 3.5 Super VL
Vendormetanvidia
Quality Score100100
Benchmark Score56.717.3
Input Price$0.10/M$0.15/M
Output Price$0.50/M$0.47/M
Context Window1,048,5761,048,576
Max Output943,718943,718
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓-
Benchmark Scores
ai_index59.422.5

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Muse Ember costs $0.23 and Nemotron 3.5 Super VL costs $0.27, so Muse Ember is slightly 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 17.3.

Across the 18 tasks where they differ, Muse Ember scores higher on 18 (SQL Generation, Code Review, Code Completion and others).

Muse Ember was released in November 2026 and Nemotron 3.5 Super VL 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 EmberNVIDIA: Nemotron 3.5 Super VL
SQL Generation 141 136
Code Review 143 136
Code Completion 133 132
Code Refactoring 145 139
Bug Fixing 147 140
Unit Test Generation 131 126
Code Documentation 137 133
Regex Writing 125 122
CI/CD Pipelines 127 122
Frontend Component Design 129 124
Data Analysis 132 127
CSV / Spreadsheet Cleanup 136 134
ETL Scripting 136 131
OCR / Document Parsing 134 132
Table Extraction from PDFs 134 132
Long-Document Summarization 147 141
Short-Form Summarization 126 125
Blog Post Writing 129 124

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

Related comparisons

Google: Gemini 4 Carbon vs Meta: Muse Ember Google: Gemini 4 Carbon vs NVIDIA: Nemotron 3.5 Super VL Google: Gemini 4 Carbon (batch) vs Meta: Muse Ember Google: Gemini 4 Carbon (batch) vs NVIDIA: Nemotron 3.5 Super VL Nex AGI: Nex-N2.6 vs Meta: Muse Ember Nex AGI: Nex-N2.6 vs NVIDIA: Nemotron 3.5 Super VL Meta: Muse Ember vs Tencent: Hy4 Meta: Muse Ember vs Z.ai: GLM 5.3 FlashX Legal

The Model Movers Report

One email every Friday, built from this site's own rankings: the current top five by benchmark score, every model released in the last seven days, and one note worked out from that week's numbers. You can unsubscribe from any issue with one click.