Perplexity: Sonar Pro Search

Perplexity: Sonar Pro Search

perplexity · Released Oct 30, 2025 Emerging
Intelligence #289 / 544
29.3 Our Score
Speed #85 / 257
128.4 tokens / sec
Input #497 / 551
$3.00 per 1M tokens
Output #505 / 551
$15.00 per 1M tokens
Context #168 / 551
200,000 tokens

Analysis Summary

Perplexity: Sonar Pro Search sits in the Emerging tier on our leaderboard, ranked #289 of 544 published models on overall intelligence. At $3.00 input and $15.00 output per 1M tokens, it is among the most expensive on the market. It offers a generous context window for extended reasoning and code review and supports vision.

Editorial notes

Perplexity Sonar Pro Search is a search-augmented vision model with a 200K context window, but a low intelligence index and high pricing limit its value for general business content or coding tasks.

Assessed May 5, 2026

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence3.3Technical0Value6Content3
Intelligence 3.3/10
Technical 0/10
Content 3/10
Value 6/10

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..

Capabilities

Vision

Performance Indices

Source: Artificial Analysis

15.5 Intelligence Index

Benchmark Scores

Intelligence

GPQA Diamond 47.1% Graduate-level scientific reasoning
HLE 7.3% Humanity's Last Exam
MMLU Pro 68.9% Multi-task language understanding
MATH 500 81.7% Mathematical problem-solving
AIME 48.7% Competition mathematics
SciCode 22.9% Scientific computing

Technical

LiveCodeBench 29.5% Live coding evaluation

Benchmark data from Artificial Analysis and Hugging Face

How does Perplexity: Sonar Pro Search stack up?

Compare side-by-side with other emerging models.

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Model Information

OpenRouter ID perplexity/sonar-pro-search
Providerperplexity
Release Date October 30, 2025
Context Length200,000 tokens
Max Completion8,000 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $3.00 $0.003000
Output $15.00 $0.015000

Live Performance

Live endpoint metrics — refreshed every 30 minutes.

100%
Avg Uptime
6,158ms
Best Latency (TTFT)
40 tok/s
Best Throughput
1/1
Active Endpoints
Available via: Perplexity