An advanced search model designed for complex queries, delivering deeper content understanding with enhanced citation accuracy.

  • Model Type: Non-reasoning
  • Use Case: Suitable for multi-step Q&A tasks requiring deeper content understanding.
  • Context Length: 200k

Key Features:

  • In-depth answers with 2x more citations than Sonar
  • Uses advanced information retrieval architecture
  • Optimized for multi-step tasks

Real-World Examples:

  • Conducting academic literature reviews
  • Researching competitors and industry trends
  • Generating restaurant catalogs with reviews
  • sonar-pro has a max output token limit of 8k.

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Pricing

MetricHigh  Medium  Low  
Input Tokens (Per Million)$3$3$3
Output Tokens (Per Million)$15$15$15
Price per 1,000 Requests$14$10$6

​
Test the Model

curl --request POST \
  --url https://api.perplexity.ai/chat/completions \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '{
  "model": "sonar-pro",
  "messages": [
    {"role": "user", "content": "Summarize the latest research papers on climate change."}
  ],
  "max_tokens": 300
}'

Sample Response

{'
  id': 'f9f96801-2e7f-4400-b0e9-f2cf8cf9ac4d', 
  'model': 'sonar-pro', 
  'created': 1743529048, 
  'usage': {'prompt_tokens': 11, 'completion_tokens': 401, 'total_tokens': 412, 'citation_tokens': 5149, 'num_search_queries': 1}, 
  'citations': ['https://www.wri.org/insights/2023-ipcc-ar6-synthesis-report-climate-change-findings', 'https://www.ipcc.ch/report/ar6/wg1/', 'https://www.ipcc.ch/report/ar6/syr/downloads/report/IPCC_AR6_SYR_SPM.pdf', 'https://science.nasa.gov/climate-change/scientific-consensus/', 'https://science.nasa.gov/climate-change/effects/', 'https://10insightsclimate.science', 'https://www.noaa.gov/education/resource-collections/climate/climate-change-impacts', 'https://academic.oup.com/bioscience/article/74/12/812/7808595', 'https://www.un.org/en/climatechange/reports'], 
  'object': 'chat.completion', 
  'choices': [{'index': 0, 'finish_reason': 'stop', 'message': {'role': 'assistant', 'content': "Recent research on climate change has yielded several important findings:\n\n## Key Findings\n\n1. Global warming continues to accelerate. The Earth's surface temperature was 1.09°C higher in 2011-2020 compared to 1850-1900, with larger increases over land than oceans[1][3].\n\n2. Human activities are the dominant cause of observed warming since the mid-20th century. Greenhouse gas emissions from fossil fuels, land use changes, and unsustainable consumption patterns are primary drivers[1][3].\n\n3. Climate impacts are intensifying. Effects like sea ice loss, glacial melting, sea level rise, and more frequent extreme weather events are occurring faster than previously projected[5].\n\n4. Urgent action is needed. To limit warming to 1.5°C, global emissions must peak before 2025 and decline 43% by 2030 relative to 2019 levels[1].\n\n5. Systemic transformations are required across sectors including energy, buildings, industry, transport, and land use to achieve net-zero emissions[1].\n\n## Recent Developments\n\n- Summer 2023 was Earth's hottest on record, 1.2°C warmer than the 1951-1980 average[5].\n\n- The Arctic is likely to become ice-free in late summer before mid-century if current trends continue[5].\n\n- Wildfire seasons are lengthening and intensifying, especially in the Western United States[5].\n\n- Precipitation patterns are changing unevenly, with some regions experiencing increased flooding while others face more severe droughts[5].\n\n## Scientific Consensus\n\nMultiple studies show that 97% of climate scientists agree that recent climate change is primarily caused by human activities[4]. Leading scientific organizations worldwide have issued statements endorsing this position[4].\n\nThe evidence is clear that climate change poses significant risks to human wellbeing and planetary health. Rapid, concerted global action is necessary to secure a livable future and avoid the worst projected impacts[5]."}, 'delta': {'role': 'assistant', 'content': ''}}]
}