LiteLLMModels

Sonar Deep Research API Pricing

As of October 10, 2026, Sonar Deep Research costs $2.00 per 1M input tokens and $8.00 per 1M output tokens on Perplexity. It has a 128,000-token context window.

By PerplexityModel ID perplexity/sonar-deep-researchPrices updated Checked
Input
$2.00 / 1M tokens
Output
$8.00 / 1M tokens
Context window
128,000 tokens
Providers
1
Added to LiteLLM
May 2025

Sonar Deep Research pricing by provider

1 listing across 1 provider. Token prices are in US dollars per 1M tokens. The highlighted row is the price quoted above.

ProviderModel name in LiteLLMInputOutputContext
Perplexityperplexity/sonar-deep-research$2.00$8.00128K

Other Sonar Deep Research prices on Perplexity

Web search$5.00 per 1K searches

What Sonar Deep Research costs in practice

1,000 requests with 2,000 input and 500 output tokens each

Perplexity$8.00

100 long-document requests with 100,000 input and 2,000 output tokens each

Perplexity$21.60

Sonar Deep Research features

Use Sonar Deep Research with LiteLLM

Call Sonar Deep Research through the LiteLLM Python SDK, or put it behind the LiteLLM proxy and send OpenAI-format requests to /v1/chat/completions. LiteLLM tracks the cost of every request at these prices.

Python SDK
from litellm import completion

response = completion(
    model="perplexity/sonar-deep-research",
    messages=[{"role": "user", "content": "Hello!"}],
)
Proxy config.yaml
model_list:
  - model_name: sonar-deep-research
    litellm_params:
      model: perplexity/sonar-deep-research
      api_key: os.environ/PERPLEXITYAI_API_KEY
Call the proxy
curl http://0.0.0.0:4000/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer sk-1234" \
  -d '{
    "model": "sonar-deep-research",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Sonar Deep Research FAQ

How much does Sonar Deep Research cost?

Sonar Deep Research costs $2.00 per 1M input tokens and $8.00 per 1M output tokens on Perplexity.

What is the context window of Sonar Deep Research?

Sonar Deep Research has a 128,000-token context window.

Which providers offer Sonar Deep Research?

Sonar Deep Research is available from Perplexity through LiteLLM, using the model name perplexity/sonar-deep-research.

How do I call Sonar Deep Research with an OpenAI-compatible API?

Use the LiteLLM Python SDK with model="perplexity/sonar-deep-research", or add the model to the LiteLLM proxy's config.yaml and send requests to /v1/chat/completions from any OpenAI client. LiteLLM tracks the cost of every request at the prices on this page.

What features does Sonar Deep Research support?

Sonar Deep Research supports reasoning and web search.

When did LiteLLM add Sonar Deep Research?

Sonar Deep Research was added to LiteLLM's model price file in May 2025.

Sources

Prices come from LiteLLM's open-source model_prices_and_context_window.json, which LiteLLM uses to calculate the cost of every request.

LiteLLM docs: Perplexity.

Provider pages: Perplexity.