Amazon Nova Pro on live video streams

What Amazon Nova Pro is good at

Nova Pro targets a middle tier of Amazon’s multimodal lineup: strong enough for detailed video and document understanding, priced aggressively enough to run at production volume. Its 300,000-token context window comfortably holds long documents, extended conversation history, or many sampled video frames in a single request.

It handles general visual question answering, document analysis, and video summarization, and Amazon positions it as the balanced default across the Nova family rather than a specialist in any one area. That breadth makes it a reasonable first choice before reaching for a more specialized or more expensive model.

• Long-context video and document understanding up to 300K tokens
• General visual question answering and video summarization
• Aggressive pricing relative to other frontier multimodal models

Amazon Nova Pro and the Overshoot API

Nova Pro is not currently in Overshoot's live model catalog. The catalog changes over time, so the authoritative list is always GET /v1beta/models. If a model like Nova Pro were available as a passthrough option, the workflow would look the same as for any other model on the API: publish a camera or screen share over WebRTC through LiveKit, then send an OpenAI-compatible chat-completions request with an image_url or video_url pointing at an ovs:// reference into the stream's 600-second frame history.

In that setup, Overshoot handles the stream lifecycle, frame selection, and SSE streaming transport identically to the hosted models. Because a passthrough model like Nova Pro would run on Amazon's own infrastructure rather than Overshoot's hosted fast path, end-to-end latency would depend on Amazon Bedrock rather than the figure quoted for hosted open-weight models.

Amazon Nova Pro versus other proprietary options

Nova Pro sits between faster, cheaper tiers like Gemini 3 Flash or GPT-5 Mini and the largest frontier models like GPT-5 or Claude Opus, aiming for a balance of context length, video capability, and price. Teams already committed to AWS infrastructure often default to Nova Pro for that reason, while teams optimizing purely for the lowest possible latency tend to reach for an Overshoot-hosted open-weight model instead.

Frequently asked questions

Can Amazon Nova Pro analyze live video?

Nova Pro accepts video input through Amazon Bedrock, but it is not currently in Overshoot's live model catalog. When a model like this is available through the Overshoot API, the pattern is to publish a camera or screen share over WebRTC and reference the stream with an ovs:// URL in a chat-completions request; check GET /v1beta/models for what is live today.

Is Amazon Nova Pro open source?

No. Nova Pro is a proprietary model available only through Amazon Bedrock, with no downloadable weights. It is not currently in Overshoot's live model catalog, so it is reached directly through Bedrock rather than through the Overshoot API.

How fast is Amazon Nova Pro on Overshoot?

Nova Pro is not currently in Overshoot's live model catalog, so there is no Overshoot latency figure to quote. On Amazon Bedrock, latency depends on Amazon's own serving infrastructure. The Overshoot catalog changes over time; GET /v1beta/models lists the models that are currently live.

What is Amazon Nova Pro best used for?

Nova Pro fits long-context video and document analysis where a 300,000-token window and Amazon Bedrock integration matter, at a lower price than the largest frontier models. Teams needing the fastest possible response on live video should compare it against the models currently available on Overshoot's hosted path.

Related models

• GPT-5 mini
• Gemini 3 Flash
• Claude Haiku 4.5
• Mistral Small 3.1