Nova Premier 1.0 vs Sonar (Comparative Analysis)
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Comparative Analysis: Nova Premier 1.0 vs. Sonar
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Overview
Sonar was released 9 months before Nova Premier 1.0.
 Nova Premier 1.0 |  Sonar | |
|---|---|---|
Model Provider The organization behind this AI's development | Amazon | Perplexity |
Input Context Window Maximum input tokens this model can process at once | 1M tokens | 127.1K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 32K tokens | Not specified tokens |
Release Date When this model first became publicly available | October 31, 2025 8 months ago October 31st, 2025 | January 27, 2025 1 year ago January 27th, 2025 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Nova Premier 1.0 | Sonar | |
|---|---|---|
Input Types Supported input formats | 📝Text🖼️Image | 📝Text🖼️Image |
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 OutputReasoning ModeContent Moderation |
Pricing
Nova Premier 1.0 is roughly 2.5x more expensive compared to Sonar for input tokens and roughly 12.5x more expensive for output tokens.
| Nova Premier 1.0 | Sonar | |
|---|---|---|
Input Token Cost Cost per million input tokens | $2.50 per million tokens | $1.00 per million tokens |
Output Token Cost Cost per million output tokens | $12.50 per million tokens | $1.00 per million tokens |
Web Search Cost Additional cost for each web search operation | Not specified | $0.005 per search |
Cache Read Cost Cost to reuse cached input tokens | $0.63 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between Nova Premier 1.0 and Sonar.
| Nova Premier 1.0 | Sonar | |
|---|---|---|
Best Design Arena Score Highest human-preference Elo score across design arenas | 866 Elo (#114 in Website (26.2% win rate)) | Benchmark not available. |
At a Glance
Quick overview of what makes Nova Premier 1.0 and Sonar unique.
Nova Premier 1.0 by Amazon understands both text and images, can use external tools and APIs. It can handle standard conversations with its 1M token context window. Reasonably priced at $2.50/M input and $12.50/M output tokens. Includes built-in content moderation for safer outputs. Released October 31st, 2025.Sonar by Perplexity understands both text and images. It can handle standard conversations with its 127.1K token context window. Reasonably priced at $1.00/M input and $1.00/M output tokens. Released January 27th, 2025.Explore More Comparisons
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