LLM Reference
Perplexity Labs

Perplexity Labs

Researched 7d agoAI LabTier 2

Perplexity

RAGLong contextClassificationJSON / Tool useAIHighlight

Perplexity Labs exposes 5 tracked models (5 with output token pricing in seed data). Task coverage across this catalog includes rag, long context, and classification; open any model detail page for benchmarks, batch tiers, and migration prompts.

Portfolio context: 4 decision-task tags, 5 catalog rows, latest research stamp 2026-05-15.

Use this portfolio page for

  • Teams comparing token and batch economics on this surface
  • Operators routing rag, long context, and classification workloads through this API

Do not stop here for

  • Final benchmark picks without opening the relevant model detail page

Catalog rows

5

Models linked to this provider in seed data

Priced output routes

5

Rows with token_out in seed data

Cheapest output

$1.00

Sonar on this route

Batch-ready SKUs

0

No batch pricing tracked

Latest catalog ship

2025-11-01

202d since dated release field

Freshness

2026-05-15

Researched 7d ago

fresh

Catalog release signal

Latest ISO-dated model.release in this catalog is 2025-11-01 (202d ago).

Where this host wins

  • RAG: 4 tracked models with ruler / needle retrieval benchmarks.
  • Long-context: 4 tracked models with context-token or InfiniteBench-class signal.
  • Classification: 5 tracked models with MMLU-class moderation/safety coverage.
  • JSON/tool-use: 5 tracked models with BFCL / Nexus strict-JSON routing coverage.

Getting started

Official entry points from seed metadata — confirm quotas and regions in vendor docs.

Compliance notes (verbatim seed excerpts)

Not yet verified from seed copy — no SOC/ISO/HIPAA-class sentences detected to quote verbatim.

Platform Overview

Perplexity Labs' AI platform offers an advanced conversational search engine that leverages multiple large language models, including GPT-4 and Claude 3, to revolutionize information discovery. The platform utilizes natural language processing to understand and respond to user queries in real-time, enabling personalized and context-aware interactions. Users can engage in dynamic dialogues with the AI, asking follow-up questions to refine their search and obtain more relevant answers. The system also features intelligent summarization capabilities, generating concise overviews of search results to help users quickly grasp essential information. To ensure transparency and reliability, the platform provides citations and sources for the information retrieved . The AI platform incorporates sophisticated web crawling and indexing techniques to maintain an up-to-date knowledge base, delivering accurate and timely information. It offers a user-friendly interface with various search modes, including academic and writing-focused searches, as well as the ability to upload files for more detailed inquiries. The platform's technology supports both free and premium versions, with the latter offering unlimited queries and access to advanced AI models. By combining cutting-edge AI technology with an intuitive user experience, the platform provides a more efficient and interactive way for users to discover and engage with information across a wide range of topics .

Available Models(5)

View all →

All models available as Serverless

ModelInput (per 1M)Output (per 1M)
Sonar Pro Search$3$15
Sonar Deep Research$2$8
Sonar Reasoning Pro$2$8
Sonar$1$1
Sonar Pro$3$15

Platform Details

TypeAI Lab
TierTier 2
Models5

Organization

Perplexity
Founded2022
San Francisco, California, United States

Perplexity is an advanced AI-powered answer engine that aims to revolutionize information discovery and knowledge acquisition. The platform leverages up-to-date sources to provide comprehensive and accurate answers to user queries, effectively combining the power of artificial intelligence with real-time information retrieval. Perplexity's AI system is designed to understand complex questions, synthesize information from multiple sources, and deliver concise, relevant responses. The company's mission is to empower curiosity and make knowledge easily accessible to everyone, positioning itself as the starting point for knowledge exploration in the digital age. With its innovative approach to search and information processing, Perplexity is at the forefront of AI-driven information technology, challenging traditional search engines and reshaping how people interact with and consume information online.