Perplexity: Sonar Pro

Perplexity: Sonar Pro

perplexity · Released Mar 7, 2025 Efficient
Intelligence #260 / 525
31.3 Our Score
Speed #101 / 244
119.9 tokens / sec
Input #474 / 525
$3.00 per 1M tokens
Output #482 / 525
$15.00 per 1M tokens
Context #146 / 525
200,000 tokens

Analysis Summary

Perplexity: Sonar Pro sits in the Efficient tier on our leaderboard, ranked #260 of 525 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's Sonar Pro is a search-augmented model with vision support and a 200K context window, but its reasoning benchmarks are limited and pricing is relatively high for its capability tier. It may suit businesses needing real-time web-grounded answers rather than deep reasoning.

Assessed April 23, 2026

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

Performance Profile

Intelligence3.4Technical0Value6Content4
Intelligence 3.4/10
Technical 0/10
Content 4/10
Value 6/10

Note: Sonar Pro pricing includes Perplexity search pricing..

Capabilities

Vision

Performance Indices

Source: Artificial Analysis

15.2 Intelligence Index

Benchmark Scores

Intelligence

GPQA Diamond 57.8% Graduate-level scientific reasoning
HLE 7.9% Humanity's Last Exam
MMLU Pro 75.5% Multi-task language understanding
MATH 500 74.5% Mathematical problem-solving
AIME 29% Competition mathematics
SciCode 22.6% Scientific computing

Technical

LiveCodeBench 27.5% Live coding evaluation

Benchmark data from Artificial Analysis and Hugging Face

How does Perplexity: Sonar Pro stack up?

Compare side-by-side with other efficient models.

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Model Information

OpenRouter ID perplexity/sonar-pro
Providerperplexity
Release Date March 7, 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
1,830ms
Best Latency (TTFT)
78 tok/s
Best Throughput
1/1
Active Endpoints
Available via: Perplexity