What Are the 6 Amazon Nova AI Models, How Do They Compare With GPT-4, and Are They 75% Cheaper?

TL;DR

Amazon Nova is a family of six foundation models for text, multimodal analysis, image generation, and video generation through Amazon Bedrock. Amazon reported that Nova Pro matched or beat GPT-4o on 17 of 20 benchmarks, while the Nova models were about 75% less expensive than other leading Bedrock models. Read on for each model’s role, benchmark comparisons, availability, and business uses.

Transcript

Amazon Just Dropped a Bomb on the AI world and nobody saw this coming they've released six new AI models called Nova that are not just matching GPT 4 and Gemini they're beating them on most benchmarks and get this they're 75% cheaper but this isn't just another AI launch this is Amazon declaring war on open Ai and Google and I'm going to break down... Read More

Key Insights

• Amazon Nova is a family of six foundation models announced in December 2024 for Amazon Bedrock customers. The lineup covers text processing, multimodal understanding, image generation, and video generation, giving AWS users several model sizes and creative capabilities within one product family.
• Nova Micro is a text-only model designed for text input and text output. Amazon described it as fast and cost-effective for simpler tasks, and reported that it was equal to or better than comparable Llama and Gemini models across the benchmarks presented.
• Nova Lite and Nova Pro are multimodal models that accept text, images, or video and produce text. Amazon reported that Nova Lite was equal to or better than GPT-4o mini on 17 of 19 benchmarks and Gemini on 17 of 21 benchmarks.
• Nova Pro is Amazon's more capable generally available multimodal model in the announced lineup. Amazon said it was equal to or better than GPT-4o on 17 of 20 benchmarks and Gemini on 16 of 21, while matching or exceeding Claude 3.5 Sonnet V2 on about half.
• Nova Premier is the largest multimodal intelligence model described in the announcement. Unlike Micro, Lite, and Pro, which were generally available at launch, Premier was scheduled for availability during the first-quarter time frame as Amazon expanded the Nova family.
• Nova Canvas and Nova Reel are generative media models for producing images and videos. The presentation positioned Canvas against leading AI image generators and Reel against video systems such as OpenAI Sora and Runway, with studio-quality output presented as their intended creative standard.
• Amazon Nova models are about 75% less expensive than other leading models in Bedrock, according to Amazon's announcement. Amazon also emphasized low latency, latency-optimized inference, and deep integration with Bedrock features as practical advantages beyond raw benchmark performance.
• Customized frontier models can support marketing, sales, and operational workflows when trained with relevant business information and clear parameters. The transcript describes using Claude projects and custom GPTs for headlines, descriptions, social posts, emails, books, weekly marketing production, and automated publishing pathways.

Questions & Answers

Q: What are the six Amazon Nova AI models?

The family includes Amazon Nova Micro, Nova Lite, Nova Pro, Nova Premier, Nova Canvas, and Nova Reel. Micro handles text input and output, while Lite, Pro, and Premier process text, images, and video and return text. Canvas generates images, and Reel generates videos.

Q: How much cheaper are Amazon Nova models?

Amazon said the Nova models were about 75% less expensive than other leading models available through Amazon Bedrock. The transcript does not provide individual input or output token prices, so this is a relative cost claim rather than a detailed pricing table.

Q: How does Amazon Nova Pro compare with GPT-4o and Gemini?

Amazon reported that Nova Pro was equal to or better than GPT-4o on 17 of 20 benchmarks. It was also equal to or better than Gemini on 16 of 21 benchmarks and matched or exceeded Claude 3.5 Sonnet V2 on about half of the measured benchmarks.

Q: Which Amazon Nova models can process text, images, and video?

Amazon Nova Lite, Nova Pro, and Nova Premier accept text, images, or video as input and produce text as output. Premier was described as the largest multimodal intelligence model, while Micro is limited to text input and output.

Q: What are Amazon Nova Canvas and Nova Reel used for?

Amazon Nova Canvas generates studio-quality images and was positioned against leading AI image generators. Amazon Nova Reel generates studio-quality videos and was compared with OpenAI Sora and Runway.

Q: When did Amazon announce the Nova models?

Amazon announced the six-model Nova family on December 3, 2024. Nova Micro, Nova Lite, and Nova Pro were generally available at the announcement, while Nova Premier was planned for the first-quarter time frame.

Q: Who can access Amazon Nova models?

The Nova models were announced specifically for Amazon Bedrock customers. Amazon emphasized their integration with AWS infrastructure and Bedrock features, along with low latency and latency-optimized inference.

Q: How can businesses use customized frontier AI models?

Businesses can train projects or assistants with information about their brand, audience, goals, and preferred writing formulas. The transcript describes uses across headlines, descriptions, social posts, emails, books, sales, marketing, operations, automation, and direct publishing workflows.

Summary & Key Takeaways

• Definition: Amazon Nova is a family of six foundation models available to Amazon Bedrock customers.

• Who: Nova Micro handles text input and text output for fast, cost-effective tasks.

• Compare: Nova Lite, Nova Pro, and Nova Premier process text, images, or video and produce text.

• Tool: Nova Canvas generates studio-quality images, while Nova Reel generates studio-quality videos.

• Number: Nova Pro was equal to or better than GPT-4o on 17 of 20 benchmarks.

• Number: Nova Pro was equal to or better than Gemini on 16 of 21 benchmarks.

• Number: Amazon said Nova models were about 75% less expensive than other leading Amazon Bedrock models.

• When: Amazon announced the Nova family on December 3, 2024.

• Compare: Nova Premier was described as the largest multimodal intelligence model in the announced family.

• Tool: Businesses can customize frontier models for sales, marketing, operations, content production, automation, and direct publishing.