Perplexity: Sonar Deep Research
Analysis Summary
Perplexity: Sonar Deep Research sits in the Legacy tier on our leaderboard, ranked #421 of 544 published models on overall intelligence. At $2.00 input and $8.00 output per 1M tokens, it is among the most expensive on the market. It offers a standard large context window.
Editorial notes
Perplexity Sonar Deep Research has no benchmark data; it is positioned for research-oriented search tasks but cannot be assessed on reasoning or coding capability without measured scores.
Assessed May 5, 2026
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
Performance Profile
Sonar Deep Research is a research-focused model designed for multi-step retrieval, synthesis, and reasoning across complex topics. It autonomously searches, reads, and evaluates sources, refining its approach as it gathers..
Architecture Detail
| Instruct Type | deepseek-r1 |
How does Perplexity: Sonar Deep Research stack up?
Compare side-by-side with other legacy models.
Model Information
| OpenRouter ID |
perplexity/sonar-deep-research
|
| Provider | perplexity |
| Release Date | March 7, 2025 |
| Context Length | 128,000 tokens |
| Status | Active |
Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $2.00 | $0.002000 |
| Output | $8.00 | $0.008000 |
Live Performance
Live endpoint metrics — refreshed every 30 minutes.
Leaderboard Categories
External Resources
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Data sourced from OpenRouter API, Artificial Analysis and Hugging Face Open LLM Leaderboard. Scores are editorially curated by our team.
Last updated: May 9, 2026 8:38 pm