Nova Lite 1.0 vs Sonar Reasoning Pro (Comparative Analysis)
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Comparative Analysis: Nova Lite 1.0 vs. Sonar Reasoning Pro
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Overview
Nova Lite 1.0 was released 3 months before Sonar Reasoning Pro.
 Nova Lite 1.0 |  Sonar Reasoning Pro | |
|---|---|---|
Model Provider The organization behind this AI's development | Amazon | Perplexity |
Input Context Window Maximum input tokens this model can process at once | 300K tokens | 128K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 5.1K tokens | Not specified tokens |
Release Date When this model first became publicly available | December 5, 2024 1 year ago December 5th, 2024 | March 7, 2025 1 year ago March 7th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | October 31, 2024 | Not reported |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Nova Lite 1.0 | Sonar Reasoning Pro | |
|---|---|---|
Input Types Supported input formats | 📝Text🖼️Image | 📝Text🖼️Image |
Reasoning Controls Defaults and configurable reasoning effort | Not reported | Optional |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Nova | Other |
Key Features Advanced capabilities | ✓Function CallingStructured OutputReasoning Mode✓Content Moderation | Function CallingStructured Output✓Reasoning ModeContent Moderation |
Pricing
Nova Lite 1.0 is roughly 0.03x less expensive compared to Sonar Reasoning Pro for input tokens and roughly 0.03x less expensive for output tokens.
| Nova Lite 1.0 | Sonar Reasoning Pro | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.06 per million tokens | $2.00 per million tokens |
Output Token Cost Cost per million output tokens | $0.24 per million tokens | $8.00 per million tokens |
Web Search Cost Additional cost for each web search operation | Not specified | $0.005 per search |
At a Glance
Quick overview of what makes Nova Lite 1.0 and Sonar Reasoning Pro unique.
Nova Lite 1.0 by Amazon understands both text and images, can use external tools and APIs. It can handle standard conversations with its 300K token context window. Very affordable at $0.06/M input and $0.24/M output tokens. Includes built-in content moderation for safer outputs. Released December 5th, 2024.Sonar Reasoning Pro by Perplexity understands both text and images, offers advanced reasoning. It can handle standard conversations with its 128K token context window. Reasonably priced at $2.00/M input and $8.00/M output tokens. Released March 7th, 2025.Explore More Comparisons
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