Perplexity: Sonar Pro

Perplexity: Sonar Pro

perplexity · Released Mar 7, 2025 Efficient
Intelligence #277 / 557
30.5 Our Score
Speed #95 / 257
119.9 tokens / sec
Input #502 / 557
$3.00 per 1M tokens
Output #510 / 557
$15.00 per 1M tokens
Context #183 / 557
200,000 tokens

Analysis Summary

Perplexity: Sonar Pro sits in the Efficient tier on our leaderboard, ranked #277 of 557 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 adds vision and a 200K context but carries premium pricing relative to its limited intelligence index, making it hard to justify over stronger alternatives.

Assessed May 14, 2026

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

Performance Profile

Intelligence3.4Technical0Value6Content3.5
Intelligence 3.4/10
Technical 0/10
Content 3.5/10
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
2,084ms
Best Latency (TTFT)
53 tok/s
Best Throughput
1/1
Active Endpoints
Available via: Perplexity

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