Nova Premier 1.0vs Sonar Pro Search
Sonar Pro Search
Compare performance metrics, pricing, and capabilities of these AI models.
Key Differences
Context Length
Better
Nova Premier 1.0: 1.0M (advantage)
Sonar Pro Search: 200K (disadvantage)
Cost Efficiency
Lower Cost
Prompt: $2.50M vs $3.00M
Completion: $12.50M vs $15.00M
Capabilities
Nova Premier 1.0
Modality: text+image->text
Inputs: text, image
Sonar Pro Search
Modality: text+image->text
Inputs: text, image
A
Nova Premier 1.0
amazon/nova-premier-v1
Amazon Nova Premier is the most capable of Amazon’s multimodal models for complex reasoning tasks and for use as the best teacher for distilling custo...
Context Length1.0M
Prompt Price$2.50M
ReleasedOctober 31, 2025
Supports:
text+image->textP
Sonar Pro Search
perplexity/sonar-pro-search
Exclusively available on the OpenRouter API, Sonar Pro's new Pro Search mode is Perplexity's most advanced agentic search system. It is designed for d...
Context Length200K
Prompt Price$3.00M
ReleasedOctober 30, 2025
Supports:
text+image->textDetailed Comparison
| Feature | | Sonar Pro Search |
|---|---|---|
| Context Length | 1.0M | 200K |
| Prompt Price | $2.50M | $3.00M |
| Completion Price | $12.50M | $15.00M |
| Modality | text+image->text | text+image->text |
| Release Date | October 31, 2025 | October 30, 2025 |
Analysis & Recommendations
Quick Summary
This comparison reveals key trade-offs between Nova Premier 1.0 and Sonar Pro Search. Nova Premier 1.0 offers a larger context window of 1.0M compared to Sonar Pro Search's 200K, though Sonar Pro Search comes at a higher cost.
Nova Premier 1.0 Strengths
- •Larger context window (1.0M) for processing longer documents
- •More cost-effective per token
- •Multimodal capabilities for image analysis
- •Latest generation model
Sonar Pro Search Strengths
- •Competitive context size (200K)
- •Premium pricing for high-quality output
- •Multimodal capabilities for image analysis
- •Proven and stable model
When to Use Each Model
Choose Nova Premier 1.0 when:
- • You need the larger context window for complex tasks
- • Cost efficiency is important in your use case
- • Working with images and text that benefit from deep analysis
Choose Sonar Pro Search when:
- • You need competitive context capability for long-form content
- • Cost efficiency is not the primary concern for your budget
- • Working with images and text that require advanced processing
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