NVIDIA: Nemotron 3 Nano Omni (free) vs Google: Gemma 4 26B A4B (free)
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.
| NVIDIA: Nemotron 3 Nano Omni (free) | Google: Gemma 4 26B A4B (free) | |
|---|---|---|
| Vendor | nvidia | |
| Quality Score | 100 | 100 |
| Benchmark Score | - | 48.4 |
| Input Price | Free | Free |
| Output Price | Free | Free |
| Context Window | 256,000 | 262,144 |
| Max Output | 65,536 | 32,768 |
| Tool Calling | ✓ | ✓ |
| Structured Output | - | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | ✓ | - |
| Benchmark Scores | ||
| ai_index | - | 42.4 |
| ai_index_agentic | - | 18.1 |
| ai_index_coding | - | 64.9 |
| eqbench | - | 56.3 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, both cost $0 at current list prices.
Both take in a similar amount of text: 256,000 and 262,144 tokens, about 384 and 393 pages.
Only Nemotron 3 Nano Omni (free) offers audio input; only Gemma 4 26B A4B (free) offers structured output.
Across the 20 tasks where they differ, Gemma 4 26B A4B (free) on 20 (SQL Generation, Code Review, Code Completion and others).
Pick Nemotron 3 Nano Omni (free) if you need audio input; pick Gemma 4 26B A4B (free) if you need structured output 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?
| Task | NVIDIA: Nemotron 3 Nano Omni (free) | Google: Gemma 4 26B A4B (free) |
|---|---|---|
| SQL Generation | 123 | 153 |
| Code Review | 122 | 150 |
| Code Completion | 129 | 131 |
| Code Refactoring | 123 | 148 |
| Bug Fixing | 130 | 156 |
| Unit Test Generation | 113 | 140 |
| Code Documentation | 126 | 136 |
| Regex Writing | 120 | 130 |
| CI/CD Pipelines | 113 | 133 |
| Frontend Component Design | 118 | 136 |
| Data Analysis | 120 | 148 |
| CSV / Spreadsheet Cleanup | 116 | 143 |
| ETL Scripting | 118 | 141 |
| JSON Extraction | 120 | 142 |
| Bulk Data Labeling | 126 | 133 |
| OCR / Document Parsing | 120 | 138 |
| Table Extraction from PDFs | 120 | 138 |
| Long-Document Summarization | 129 | 147 |
| Short-Form Summarization | 124 | 129 |
| Blog Post Writing | 119 | 132 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →