Perplexity’s Sonar Pro is an advanced search model with 200K context, multi-step web retrieval, and about 2x more citations than Sonar.
Capabilities, design details, and architectural traits
Sonar Pro is Perplexity’s premium search model for complex research queries. The official docs position it as a search-augmented model that retrieves more sources per query and returns citation-rich answers.
Perplexity describes Sonar Pro as sharing the same foundational search-augmented architecture as Sonar, but with deeper web retrieval across more sources. It is intended for queries that need cross-referencing and broader evidence synthesis.
The model keeps the same single-call developer flow as base Sonar, with no external search configuration required. Perplexity notes that web search runs on each inference call, and Sonar Pro simply expands how many candidate sources are gathered and synthesized.
Independent evaluations · Artificial Analysis
Evaluate specifications, pricing, and independent benchmark indices
| Model Details | |||
|---|---|---|---|
| General Info | |||
| Provider | Perplexity | Anthropic | Anthropic |
| Release Date | January 21, 2025 | July 24, 2026 | June 9, 2026 |
| Knowledge Cutoff | - | May 2026 | - |
| Context & Limits | |||
| Context Window | 200K | 1M Best Context Window | 1M Best Context Window |
| Pricing (per 1M tokens) | |||
| Input Pricing | Free Best Input Pricing | $5 | $10 |
| Output Pricing | Free Best Output Pricing | $25 | $50 |
| Modalities | |||
| Inputs | textimage | textimage | textimagefile |
| Outputs | text | text | text |
| Benchmarks (0-100) | |||
| Intelligence Index | 9.1 | 63.1 Best Intelligence Index | 62.1 |
| Coding Index | - | 78.0 Best Coding Index | 76.5 |
| Agentic Index | - | 59.2 Best Agentic Index | 56.6 |
Graduate-level reasoning and expert Q&A evaluation.
Extremely difficult logical reasoning and knowledge.
Scientific coding and mathematical modeling.
Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.