Perplexity: Sonar

Perplexity: Sonar

perplexity · Released Jan 27, 2025 Efficient
Intelligence #260 / 556
32.7 Our Score
Speed #74 / 257
132.2 tokens / sec
Input #420 / 556
$1.00 per 1M tokens
Output #308 / 556
$1.00 per 1M tokens
Context #339 / 556
127,072 tokens

Analysis Summary

Perplexity: Sonar sits in the Efficient tier on our leaderboard, ranked #260 of 556 published models on overall intelligence. At $1.00 input and $1.00 output per 1M tokens, it is among the most expensive on the market. It offers a mid-sized context window and supports vision.

Editorial notes

Perplexity Sonar provides vision and a 127K context at low symmetric pricing, but its intelligence index is limited and benchmark coverage is sparse, making it better suited to lightweight search-augmented tasks.

Assessed May 14, 2026

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

Performance Profile

Intelligence3.3Technical0Value7Content3.5
Intelligence 3.3/10
Technical 0/10
Content 3.5/10
Value 7/10

Sonar is lightweight, affordable, fast, and simple to use — now featuring citations and the ability to customize sources. It is designed for companies seeking to integrate lightweight question-and-answer features..

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 stack up?

Compare side-by-side with other efficient models.

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Model Information

OpenRouter ID perplexity/sonar
Providerperplexity
Release Date January 27, 2025
Context Length127,072 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $1.00 $0.001000
Output $1.00 $0.001000

Live Performance

Live endpoint metrics — refreshed every 30 minutes.

100%
Avg Uptime
1,808ms
Best Latency (TTFT)
31 tok/s
Best Throughput
1/1
Active Endpoints
Available via: Perplexity

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