Analysis Summary
NVIDIA Nemotron 3.5 Content Safety is a purpose-built safety and content moderation model with vision support and a 128K context window. It is not a general-purpose language model and carries no benchmark data across reasoning, coding, or agentic dimensions.
For businesses, its value is narrow but specific: automated content moderation pipelines, image and text safety screening, and compliance workflows where flagging harmful or policy-violating content is the primary objective. It is not suitable for general reasoning, coding, or content generation tasks.
Teams building moderation infrastructure may find it a useful component in a broader model stack, but it should not be evaluated as a standalone general-purpose model. No pricing data is available, so cost-effectiveness cannot be assessed.
Assessed July 10, 2026
Editorial notes
NVIDIA Nemotron 3.5 Content Safety is a specialised safety classifier with vision support but no benchmark data, limiting its use to content moderation rather than general business tasks.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
NVIDIA Nemotron 3.5 Content Safety is a specialised safety classifier with vision support but no benchmark data, limiting its use to content moderation rather than general business tasks.
How NVIDIA: Nemotron 3.5 Content Safety (free) compares
Its 128K-token context window is larger than 41% of the models we list. NVIDIA: Nemotron 3.5 Content Safety (free) is currently free to use via OpenRouter.
Dark bar = input Ā· light bar = output, scaled to the priciest peer.
1M tokens ā 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on content. The pulled-in value corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side āAbout NVIDIA: Nemotron 3.5 Content Safety (free)
NVIDIA Nemotron 3.5 Content Safety is a compact 4B-parameter multimodal guardrail model from NVIDIA, fine-tuned from Google Gemma-3-4B. It moderates both inputs to and responses from LLMs and VLMs, accepting..
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Frequently asked questions about NVIDIA: Nemotron 3.5 Content Safety (free)
How much does NVIDIA: Nemotron 3.5 Content Safety (free) cost?
NVIDIA: Nemotron 3.5 Content Safety (free) is currently available for free via OpenRouter.
What is the context window of NVIDIA: Nemotron 3.5 Content Safety (free)?
NVIDIA: Nemotron 3.5 Content Safety (free) has a context window of 128,000 tokens (128K).
What can NVIDIA: Nemotron 3.5 Content Safety (free) do?
NVIDIA: Nemotron 3.5 Content Safety (free) supports image/vision input.
Who created NVIDIA: Nemotron 3.5 Content Safety (free)?
NVIDIA: Nemotron 3.5 Content Safety (free) is developed by NVIDIA and was released on June 4, 2026.
Data sourced from the OpenRouter API, Artificial Analysis, the Hugging Face Open LLM Leaderboard and our own internal testing. Scores are editorially curated by our team.
Last updated: July 19, 2026 10:00 am