Compare the Top Small Language Models that integrate with Amazon Nova as of September 2026

This a list of Small Language Models that integrate with Amazon Nova. Use the filters on the left to add additional filters for products that have integrations with Amazon Nova. View the products that work with Amazon Nova in the table below.

What are Small Language Models for Amazon Nova?

Small Language Models (SLMs) are compact AI models designed to perform natural language understanding and generation tasks while requiring significantly fewer computational resources than large language models (LLMs). These models are optimized for low latency, lower memory usage, on-device inference, and cost-efficient deployment, making them well suited for edge devices, mobile applications, embedded systems, and enterprise workloads with strict performance or privacy requirements. SLMs can power applications such as chatbots, document summarization, code generation, classification, translation, question answering, and AI agents while delivering fast inference and reduced infrastructure costs. Many small language models are available as open-source or commercial offerings and integrate with AI frameworks, inference engines, cloud platforms, and developer tools for flexible deployment. By balancing performance, efficiency, and scalability, small language models help organizations build responsive, cost-effective AI applications across a wide range of environments. Compare and read user reviews of the best Small Language Models for Amazon Nova currently available using the table below. This list is updated regularly.

  • 1
    Amazon Nova Micro
    Amazon Nova Micro is an AI model designed for high-speed, low-cost text processing and generation. It excels in language understanding, translation, code completion, and mathematical problem-solving, providing fast responses with a generation speed of over 200 tokens per second. The model supports fine-tuning for text input and is ideal for applications requiring real-time processing and efficiency. With support for 200+ languages and a maximum of 128k tokens, Nova Micro is perfect for interactive AI applications that prioritize speed and affordability.
  • 2
    Amazon Nova Lite
    Amazon Nova Lite is a cost-efficient, multimodal AI model designed for rapid processing of image, video, and text inputs. It delivers impressive performance at an affordable price, making it ideal for interactive, high-volume applications where cost is a key consideration. With support for fine-tuning across text, image, and video inputs, Nova Lite excels in a variety of tasks that require fast, accurate responses, such as content generation and real-time analytics.
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