Sonar Reasoning Pro
FrontierVisionPerplexity · Released March 2025
Note: Sonar Pro pricing includes Perplexity search pricing. See [details here](https://docs.perplexity.ai/guides/pricing#detailed-pricing-breakdown-for-sonar-reasoning-pro-and-sonar-pro) Sonar Reasoning Pro is a premier reasoning model powered by DeepSeek R1 with Chain of Thought (CoT).
It is part of Perplexity's Sonar line, built specifically for search-grounded, citation-backed answers.
Facts and pricing
- Provider
- Perplexity
- Context window
- 128K tokens
- Input price
- 24.0 credits / 1M tokens ($2.00 raw)
- Output price
- 96.0 credits / 1M tokens ($8.00 raw)
- Vision (image input)
- Yes
- Tool calling
- No
- Extended reasoning
- No
Credits are what Zeplik bills: 1 credit = $0.10, computed from the raw provider rate with a 1.20x margin. Raw prices shown per 1M tokens.
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What Sonar Reasoning Pro is best for
- Hard problems where answer quality matters more than cost: strategy, analysis, difficult writing
- Working with images: screenshots, charts, photos and scanned documents alongside text
Example prompts
Prompts that suit a frontier model like Sonar Reasoning Pro:
- Review this business plan and give me the three hardest questions an investor would ask
- Rewrite this announcement so it lands with both engineers and executives
- I am choosing between two job offers, help me think through the tradeoffs
- Draft a technical design doc for a rate limiter, including failure modes
Perplexity family
| Model | Context | Input cr/M | Output cr/M | Released |
|---|---|---|---|---|
| Sonar Pro Search | 200K | 36.0 | 180 | October 2025 |
| Sonar Reasoning Pro | 128K | 24.0 | 96.0 | March 2025 |
| Sonar Pro | 200K | 36.0 | 180 | March 2025 |
| Sonar Deep Research | 128K | 24.0 | 96.0 | March 2025 |
| Sonar | 127K | 12.0 | 12.0 | January 2025 |
Model comparisons
- Claude Opus 5.5 vs Claude Opus 5
- Claude Opus 5.5 vs GPT-6 Astra
- Claude Opus 5.5 vs GPT-6 Sol
- Claude Opus 5.5 vs Claude Sonnet 5
Frequently asked questions
- What is Sonar Reasoning Pro?
- Sonar Reasoning Pro is an AI model by Perplexity. Note: Sonar Pro pricing includes Perplexity search pricing. See [details here](https://docs.perplexity.ai/guides/pricing#detailed-pricing-breakdown-for-sonar-reasoning-pro-and-sonar-pro) Sonar Reasoning Pro is a premier reasoning model powered by DeepSeek R1 with Chain of Thought (CoT).
- How much does Sonar Reasoning Pro cost on Zeplik?
- Input tokens cost 24.0 credits per million and output tokens 96.0 credits per million (1 credit = $0.10; the raw provider rates are $2.00 and $8.00 per million). New accounts start with free credits.
- How long can a conversation with Sonar Reasoning Pro be?
- Sonar Reasoning Pro has a 128K-token context window (128,000 tokens), which covers the conversation plus any documents you attach.
- Does Sonar Reasoning Pro support images and tools?
- Sonar Reasoning Pro accepts image input and does not support tool calling.
Related models
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.
Note: Sonar Pro pricing includes Perplexity search pricing.
Sonar Deep Research is a research-focused model designed for multi-step retrieval, synthesis, and reasoning across complex topics.
Sonar is lightweight, affordable, fast, and simple to use — now featuring citations and the ability to customize sources.
Ripple-65B-Preview by ricursiveAI, a 65B model with native tool calling, served in BF16.
More you can do with Sonar Reasoning Pro
- 468 AI skillsReady-to-run expert methods for writing, data, code and more, each running on Sonar Reasoning Pro or any model you pick.
- 997 integrationsConnect Gmail, Slack, GitHub, Notion and hundreds more so the assistant can work in your apps.
- Simple pricingPlus, Pro and Max plans with a monthly credit allowance that works across every model.