Analysis Summary
NVIDIA Nemotron 3.5 Content Safety is a specialist model with vision support and text plus image input. Its role appears focused on safety analysis rather than general generation, coding, or agentic execution. The supplied data includes no benchmark results, pricing beyond free access, context detail, tool use, or function calling, so its broader capabilities cannot be assessed.
It may be useful as a screening layer for text and image submissions, moderation queues, or pre-publication checks, provided task-specific testing confirms the relevant detection quality. It should not be selected for client-facing copy, software engineering, long-form analysis, or autonomous workflows. Design for Online would consider it as a narrow safety component alongside a stronger generation model, not as a standalone production assistant.
Assessed August 9, 2026
Editorial notes
Nemotron 3.5 Content Safety is a free vision-capable safety model, but it has no benchmark data and is not positioned as a general content, coding, or agent model.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
Nemotron 3.5 Content Safety is a free vision-capable safety model, but it has no benchmark data and is not positioned as a general content, coding, or agent model.
How NVIDIA: Nemotron 3.5 Content Safety (free) compares
Its 128K-token context window is larger than 38% of the models we list. NVIDIA: Nemotron 3.5 Content Safety (free) is currently free to use via OpenRouter.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 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 →About 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: August 10, 2026 8:38 pm