---
title: Amazon Nova
description: Amazon Nova is the family of foundation models built by AWS — Micro, Lite, Pro, Premier, Canvas, and Reel — available exclusively on Amazon Bedrock with industry-leading price/performance.
url: https://www.factualminds.com/glossary/amazon-nova/
publishDate: 2026-06-13
updateDate: 2026-06-13
---

# Amazon Nova

> Amazon Nova is the family of foundation models built by AWS — Micro, Lite, Pro, Premier, Canvas, and Reel — available exclusively on Amazon Bedrock with industry-leading price/performance.

## Definition

Amazon Nova is AWS's first-party foundation model family, available exclusively through Amazon Bedrock. Text and multimodal models span **Nova Micro** (lowest latency and cost), **Nova Lite** (multimodal document and video understanding), **Nova Pro** (stronger reasoning and tool use), and **Nova Premier** (highest-capability Nova reasoning). **Nova Canvas** generates and edits images; **Nova Reel** generates short-form video. Nova is positioned for high-volume workloads where frontier-model reasoning from Claude Opus 4.6 is unnecessary — classification, routing, OCR-heavy extraction, and cost-sensitive multi-tenant features.

## When to use it

- **High-volume text tasks** — intent classification, metadata extraction, content moderation pre-screens, and query routing (Nova Micro).
- **Document and media understanding at scale** — PDFs, slides, charts, and short video with multimodal input (Nova Lite).
- **Cost-sensitive SaaS features** where unit economics require a lower per-token model than Claude Sonnet 4.6 (Nova Pro or Premier after benchmarking).
- **Image generation and editing** in AWS-native workflows without third-party image APIs (Nova Canvas).
- **Short marketing or training clips** where Nova Reel's clip length fits the use case.

## When not to use it

- **Long-horizon agentic workflows with heavy tool use** — Claude Sonnet 4.6 or Opus 4.6 remain safer defaults until you validate Nova on your tool-calling traces.
- **Customer fine-tuning of proprietary weights** — Nova does not offer the same open-weight fine-tuning path as Llama on Bedrock; use customization features only where documented for Nova.
- **Long-form video production** — Nova Reel targets short clips; multi-minute video needs external pipelines or other services.

## Tips

- Benchmark **Nova Micro vs Nova Lite** on a representative sample before defaulting to Lite for "just in case" multimodal — cost differences add up at scale.
- Pair Nova with **Bedrock Guardrails** and **Prompt Caching** for repeated system prompts in multi-tenant apps.
- Use **Nova Premier** only after Sonnet 4.6 / Nova Pro comparisons on your eval set — Premier costs more than Micro/Lite by a wide margin.
- For Canvas and Reel, plan **content moderation and watermarking** requirements upfront — Nova includes provenance features AWS documents for generated media.
- Log model ID and token usage per tenant for **chargeback and abuse detection**.

## Gotchas

### Serious

- **Assuming Nova Pro matches Opus 4.6 on complex reasoning** — run task-specific evals; legal, medical, and multi-hop analysis often still favor Claude.
- **Feeding unredacted PHI into the wrong environment** — Nova follows Bedrock data handling; your compliance boundary still requires BAA, logging, and access controls.

### Regular

- **Using Premier for routing** — a 150× cost spread between Micro and Premier means mis-tiered defaults burn budget silently.
- **Nova Reel for long narratives** — plan multi-clip generation and stitching; single-prompt long video is not the model's design center.
- **Ignoring regional model availability** — Nova model IDs differ by region; hardcode in config with region checks.

## Official references

- [What is Amazon Nova?](https://docs.aws.amazon.com/nova/latest/userguide/what-is-nova.html)
- [Supported models in Amazon Bedrock](https://docs.aws.amazon.com/bedrock/latest/userguide/models-supported.html)
- [Inference parameters for Nova models](https://docs.aws.amazon.com/nova/latest/userguide/inference-parameters.html)
- [Amazon Nova Canvas](https://docs.aws.amazon.com/nova/latest/userguide/modalities-image.html)

## Related FactualMinds content

- [Amazon Bedrock Consulting](/services/aws-bedrock/)
- [Generative AI on AWS](/services/generative-ai-on-aws/)
- [Amazon Bedrock](/glossary/amazon-bedrock/)

## Related AWS Services

- aws-bedrock
- generative-ai-on-aws

## Related Posts

- aws-bedrock-nova-models-guide

---

*Source: https://www.factualminds.com/glossary/amazon-nova/*