NVIDIA: Nemotron 3.5 Super VL (free) vs Meta: Muse Wonder
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-19.
| NVIDIA: Nemotron 3.5 Super VL (free) | Meta: Muse Wonder | |
|---|---|---|
| Vendor | nvidia | meta |
| Quality Score | 100 | 100 |
| Benchmark Score | 40.1 | 89.9 |
| Input Price | Free | $4.00/M |
| Output Price | Free | $20.00/M |
| Context Window | 1,000,000 | 1,048,576 |
| Max Output | 131,072 | 943,718 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | ✓ |
| Benchmark Scores | ||
| ai_index | 43.7 | 86.4 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Nemotron 3.5 Super VL (free) costs $0 and Muse Wonder costs $9.00, so Nemotron 3.5 Super VL (free) is free for the same work.
Both take in a similar amount of text: 1,000,000 and 1,048,576 tokens, about 1,500 and 1,573 pages.
Only Muse Wonder offers audio input.
On our blended benchmark score Muse Wonder leads 89.9 to 40.1.
Across the 20 tasks where they differ, Nemotron 3.5 Super VL (free) scores higher on 7 (Code Completion, Code Documentation, Regex Writing and others), Muse Wonder on 13 (SQL Generation, Code Review, Code Refactoring and others).
Pick Nemotron 3.5 Super VL (free) if you need lower cost; pick Muse Wonder if you need audio input or benchmark performance.
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 | NVIDIA: Nemotron 3.5 Super VL (free) | Meta: Muse Wonder |
|---|---|---|
| SQL Generation | 139 | 142 |
| Code Review | 140 | 148 |
| Code Completion | 132 | 116 |
| Code Refactoring | 143 | 149 |
| Bug Fixing | 144 | 152 |
| Unit Test Generation | 129 | 134 |
| Code Documentation | 135 | 135 |
| Regex Writing | 124 | 123 |
| CI/CD Pipelines | 125 | 130 |
| Frontend Component Design | 127 | 132 |
| Data Analysis | 130 | 137 |
| CSV / Spreadsheet Cleanup | 135 | 135 |
| ETL Scripting | 134 | 140 |
| JSON Extraction | 132 | 119 |
| Bulk Data Labeling | 130 | 114 |
| OCR / Document Parsing | 133 | 135 |
| Table Extraction from PDFs | 133 | 135 |
| Long-Document Summarization | 145 | 149 |
| Short-Form Summarization | 126 | 115 |
| Blog Post Writing | 127 | 130 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →