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Perplexity: Sonar Pro Search provider comparison

perplexity/sonar-pro-search

Exclusively available on the OpenRouter API, Sonar Pro's new Pro Search mode is Perplexity's most advanced agentic search system. It is designed for deeper reasoning and analysis. Pricing is based...

Endpoints:
1
Context:
200K
Input:
text, image
Output:
text
Compare this model in a set →

At a glance

Comparison winners

Based on 1,000 input and 500 output tokens using the latest published median speed data.

Best cost/speed trade-off

Perplexityperplexity

$7 / 1M tokens

47.04 s estimated response

Cheapest

Perplexityperplexity

$7 / 1M tokens

$0.0105 for the sample request

Fastest

Perplexityperplexity

47.04 s estimated response

$7 / 1M tokens

Visual comparison

Price and performance charts

Compare published endpoint pricing and estimated response time visually.

Effective price by endpoint

USD per 1 million tokens for input and output. Lower is better.

Perplexity has the lowest estimated cost for 1,000 input and 500 output tokens at $0.0105.

Estimated cost vs. response time

Based on 1,000 input and 500 output tokens. Cost is shown in USD per 1 million tokens. Lower and further left is better; the single best cost/speed trade-off appears at full opacity.

1 provider has complete pricing and speed data. Perplexity is closest to the ideal combination of lowest cost and fastest response.

Server-rendered comparison

Provider endpoints

Prompt and completion prices are effective USD per token as published by OpenRouter. Missing speed data never removes an endpoint.

Endpoint comparison for Perplexity: Sonar Pro Search
Provider / routeCurrent pricing ↗Speed measurementsEndpoint details
Provider / route
Perplexityperplexity
CheapestFastestBest cost/speed trade-off
Current pricing
Input price
$3 / 1M tokens
Output price
$15 / 1M tokens
Sample cost
$0.0105
Speed measurements
500-token response
47.04 s
Response starts
5.38 s
Output speed
12.0 tok/s
Endpoint details
Uptime (30 min)
100.00%
Context
200K
Model format
unknown
Max output
8K
10 parameters

frequency_penalty, include_reasoning, max_tokens, presence_penalty, reasoning, structured_outputs, temperature, top_k, top_p, web_search_options

Endpoint data fetched .

Sonar Pro Search deployment guide

How to choose a Sonar Pro Search inference provider

Sonar Pro Search is indexed here as a text model by Perplexity, with 1 provider endpoint from Perplexity. The comparison preserves each exact OpenRouter routing tag so pricing and performance observations can be connected to the route an application would actually request.

Match the endpoint to the workload

The model publishes a 200K-token context window. It accepts text, image input and returns text output. 10 distinct supported parameters appear across the listed routes. Confirm limits on the specific endpoint rather than assuming every host exposes the same configuration.

Compare the real request economics

Perplexity currently has the lowest estimated cost for the standard 1,000-input/500-output-token sample at $0.0105. Input-heavy and output-heavy applications can produce a different result, so review both per-million-token prices in the endpoint table.

Balance response start and generation speed

Perplexity currently has the shortest estimated 500-token response at 47.04 seconds. Perplexity is the single endpoint closest to the current ideal cost/speed combination. Recent observations can change, so validate finalists with your own prompts.