Meta: Muse Spark 1.2 vs NVIDIA: Nemotron 3 Nano Omni (free)
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.
| Meta: Muse Spark 1.2 | NVIDIA: Nemotron 3 Nano Omni (free) | |
|---|---|---|
| Vendor | meta | nvidia |
| Quality Score | 100 | 100 |
| Input Price | $1.25/M | Free |
| Output Price | $4.25/M | Free |
| Context Window | 1,048,576 | 256,000 |
| Max Output | 943,718 | 65,536 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | - |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | ✓ |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Nemotron 3 Nano Omni (free) costs $0 and Muse Spark 1.2 costs $2.31, so Nemotron 3 Nano Omni (free) is free for the same work.
Muse Spark 1.2 reads up to 1,048,576 tokens at once, roughly 1,573 pages of text, against about 384 pages for Nemotron 3 Nano Omni (free).
Only Muse Spark 1.2 offers structured output; only Nemotron 3 Nano Omni (free) offers audio input.
Across the 20 tasks where they differ, Muse Spark 1.2 scores higher on 16 (SQL Generation, Code Review, Code Refactoring and others), Nemotron 3 Nano Omni (free) on 4 (Code Completion, Regex Writing, Bulk Data Labeling and others).
Muse Spark 1.2 was released in August 2026 and Nemotron 3 Nano Omni (free) in April 2026.
Pick Muse Spark 1.2 if you need long documents, structured output or the stronger all-round task scores; pick Nemotron 3 Nano Omni (free) if you need lower cost or audio input.
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?
| Task | Meta: Muse Spark 1.2 | NVIDIA: Nemotron 3 Nano Omni (free) |
|---|---|---|
| SQL Generation | 133 | 123 |
| Code Review | 132 | 122 |
| Code Completion | 118 | 129 |
| Code Refactoring | 136 | 123 |
| Bug Fixing | 136 | 130 |
| Unit Test Generation | 124 | 113 |
| Code Documentation | 130 | 126 |
| Regex Writing | 118 | 120 |
| CI/CD Pipelines | 120 | 113 |
| Frontend Component Design | 122 | 118 |
| Data Analysis | 124 | 120 |
| CSV / Spreadsheet Cleanup | 133 | 116 |
| ETL Scripting | 128 | 118 |
| JSON Extraction | 122 | 120 |
| Bulk Data Labeling | 120 | 126 |
| OCR / Document Parsing | 131 | 120 |
| Table Extraction from PDFs | 131 | 120 |
| Long-Document Summarization | 137 | 129 |
| Short-Form Summarization | 114 | 124 |
| Blog Post Writing | 121 | 119 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →