Sonar Pro Search
Provider：Perplexity
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 deeper reasoning and analysis. Pricing is based...
Key specs
- Context：200K
- Max output：8K
- Tokenizer：Other
- Released：2025-10-30
Token pricing
- Input price：$3.00 / 1M tokens
- Output price：$15.00 / 1M tokens
- Blended price：$6.00 / 1M tokens
Modalities
Text, Image
Use Cases
- Deep Reasoning & Analysis：Process long legal docs, academic papers, financial reports; multi-hop reasoning and evidence-chain tracing across huge contexts.（≈ $0.120/call）
- Vision Understanding & Generation：Recognize data trends in charts, OCR scanned docs, analyze photos and produce structured reports.（≈ $0.090/call）
When to pick this model
Signals derived from public pricing and spec fields — not a benchmark. Validate with official docs and your own eval.
- Multimodal (text+image): fit for image captioning, OCR, chart QA, vision-grounded reasoning.
FAQ
- What is the token pricing of Sonar Pro Search? Input price $3.00 / 1M tokens, output price $15.00 / 1M tokens, blended about $6.00 / 1M tokens. Refer to Perplexity’s official page for the exact rate.
- What context window does Sonar Pro Search support? Context window is 200K, max output about 8K, suitable for long documents, multi-turn chat and complex reasoning.
- What scenarios is Sonar Pro Search best for? Based on its capability and pricing, Sonar Pro Search fits best: Deep Reasoning & Analysis, Vision Understanding & Generation. See the Use Cases section for details and cost estimates.
- What input/output modalities does Sonar Pro Search support? Supports Text, Image modality.
- Is Sonar Pro Search a free model? Sonar Pro Search is billed per token, not a free model.
- Which provider offers Sonar Pro Search? Sonar Pro Search is offered by Perplexity.
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Full info：Sonar Pro Search