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Sonar Reasoning Pro

Perplexity · Multimodal · Released Mar 2025

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A reasoning model based on DeepSeek R1 that uses chain-of-thought processing to work through complex problems step-by-step, with access to Perplexity's search integration.

Strengths
Excels at multi-step reasoning, breaking down complex problems into intermediate steps, and providing transparent logic chains that show its work.
Best for
Analytical tasks, research questions, and problems that benefit from explicit reasoning steps rather than direct answers.
Limitations
Chain-of-thought reasoning increases latency and token consumption compared to direct-response models, making it less suitable for real-time applications or latency-sensitive workloads.

Input / 1M

$2.00

Output / 1M

$8.00

Cached input / 1M

Context window

128K

Price history

Price per 1M tokens over timeOutput $8.00; Input $2.00 as of Jun 2026.$0$2.00$4.00$6.00$8.00Output on 11 Jun 2026: $8.00Out $8.00Input on 11 Jun 2026: $2.00In $2.00Jun 2026

Snapshots

Effective Input Output Cached in Note Source
11 Jun 2026 $2.00 $8.00 Imported from OpenRouter openrouter.ai

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