Analysis Summary
Nemotron 3 Nano Omni from NVIDIA is a free multimodal model handling image, audio and video input alongside tool use and function calling, with a 256K token context window. Its reasoning and coding scores are modest but its instruction-following performance is comparatively strong.
This profile suits low-cost multimodal automation, simple assistant tasks and experimentation where budget is the primary constraint rather than peak reasoning quality.
At zero cost, it is a reasonable option for prototyping multimodal pipelines, though businesses needing dependable complex reasoning should pair it with a stronger paid model.
Assessed July 29, 2026
Editorial notes
NVIDIA's free Nemotron 3 Nano Omni supports multimodal input with tool use and a 256K context window, offering strong value despite modest reasoning scores.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
NVIDIA's free Nemotron 3 Nano Omni supports multimodal input with tool use and a 256K context window, offering strong value despite modest reasoning scores.
Benchmark scores
Magenta = intelligence · Ink = technical/agentic · Cyan = content & long-context · Grey = community benchmarks. Data: Artificial Analysis, Hugging Face.
14.9 Intelligence Index·13.8 Coding Index
How NVIDIA: Nemotron 3 Nano Omni (free) compares
NVIDIA: Nemotron 3 Nano Omni (free) ranks #184 of 398 AI models we track for overall intelligence, #135 of 173 for coding. Its 256K-token context window is larger than 63% of the models we list. NVIDIA: Nemotron 3 Nano Omni (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 Nano Omni (free)
NVIDIA Nemotron™ 3 Nano Omni is a 30B-A3B open multimodal model designed to function as a perception and context sub-agent in enterprise agent systems. It accepts text, image, video, and..
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Frequently asked questions about NVIDIA: Nemotron 3 Nano Omni (free)
How much does NVIDIA: Nemotron 3 Nano Omni (free) cost?
NVIDIA: Nemotron 3 Nano Omni (free) is currently available for free via OpenRouter.
What is the context window of NVIDIA: Nemotron 3 Nano Omni (free)?
NVIDIA: Nemotron 3 Nano Omni (free) has a context window of 256,000 tokens (256K).
Is NVIDIA: Nemotron 3 Nano Omni (free) good for coding?
On our coding benchmark index, NVIDIA: Nemotron 3 Nano Omni (free) ranks #135 of 173 models, placing it in the broader range of the field for code generation and debugging.
What can NVIDIA: Nemotron 3 Nano Omni (free) do?
NVIDIA: Nemotron 3 Nano Omni (free) supports image/vision input, tool use, and function calling.
Who created NVIDIA: Nemotron 3 Nano Omni (free)?
NVIDIA: Nemotron 3 Nano Omni (free) is developed by NVIDIA and was released on April 28, 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 5, 2026 8:38 pm