NVIDIA: Nemotron 3 Nano Omni (free) vs Z.ai: GLM 5V Turbo
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.
| NVIDIA: Nemotron 3 Nano Omni (free) | Z.ai: GLM 5V Turbo | |
|---|---|---|
| Vendor | nvidia | z-ai |
| Quality Score | 100 | 100 |
| Benchmark Score | - | 56.8 |
| Input Price | Free | $1.20/M |
| Output Price | Free | $4.00/M |
| Context Window | 256,000 | 202,752 |
| Max Output | 65,536 | 131,072 |
| Tool Calling | ✓ | ✓ |
| Structured Output | - | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | ✓ | - |
| Benchmark Scores | ||
| ai_index | - | 56.9 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Nemotron 3 Nano Omni (free) costs $0 and GLM 5V Turbo costs $2.20, so Nemotron 3 Nano Omni (free) is free for the same work.
Both take in a similar amount of text: 256,000 and 202,752 tokens, about 384 and 304 pages.
Only Nemotron 3 Nano Omni (free) offers audio input; only GLM 5V Turbo offers structured output.
Across the 20 tasks where they differ, Nemotron 3 Nano Omni (free) scores higher on 3 (Code Completion, Bulk Data Labeling, Short-Form Summarization), GLM 5V Turbo on 17 (SQL Generation, Code Review, Code Refactoring and others).
Pick Nemotron 3 Nano Omni (free) if you need lower cost or audio input; pick GLM 5V Turbo 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) | Z.ai: GLM 5V Turbo |
|---|---|---|
| SQL Generation | 123 | 136 |
| Code Review | 122 | 134 |
| Code Completion | 129 | 116 |
| Code Refactoring | 123 | 133 |
| Bug Fixing | 130 | 138 |
| Unit Test Generation | 113 | 126 |
| Code Documentation | 126 | 128 |
| Regex Writing | 120 | 124 |
| CI/CD Pipelines | 113 | 122 |
| Frontend Component Design | 118 | 128 |
| Data Analysis | 120 | 132 |
| CSV / Spreadsheet Cleanup | 116 | 127 |
| ETL Scripting | 118 | 128 |
| JSON Extraction | 120 | 123 |
| Bulk Data Labeling | 126 | 120 |
| OCR / Document Parsing | 120 | 129 |
| Table Extraction from PDFs | 120 | 129 |
| Long-Document Summarization | 129 | 134 |
| Short-Form Summarization | 124 | 117 |
| Blog Post Writing | 119 | 124 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →