Migrate off Sonar Reasoning Pro
DeprecatedSonar Reasoning Pro is deprecated. Perplexity has not named an official replacement. The cheapest comparable model we track is Llama 3.1 8B Instruct (Meta) at $0.022 per 1M tokens blended.
Last verified: 24 Oct 2026 · sourced from official provider documentation
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Budget-friendly replacements for Sonar Reasoning Pro
Generally-available models that match Sonar Reasoning Pro's capabilities (and at least half its 128K context), ranked by blended price. Every number is computed from official catalog prices.
| Model | Blended /1M | Input / output | Context |
|---|---|---|---|
| Llama 3.1 8B Instruct Meta | $0.022 | $0.02 / $0.03 | 128K |
| Amazon Nova Micro Amazon | $0.061 | $0.035 / $0.14 | 128K |
| Command R7B Cohere | $0.066 | $0.037 / $0.15 | 128K |
Migrating off Sonar Reasoning Pro
What replaces Sonar Reasoning Pro?
Perplexity has not published an official replacement for Sonar Reasoning Pro. The cheapest comparable model in our catalog is Llama 3.1 8B Instruct (Meta) at $0.022/1M blended.
When is Sonar Reasoning Pro shut down?
Sonar Reasoning Pro is deprecated; Perplexity has not yet published a firm shutdown date. Plan your migration now.
What is the cheapest alternative to Sonar Reasoning Pro?
Llama 3.1 8B Instruct (Meta) is the cheapest generally-available alternative we track that matches Sonar Reasoning Pro's capabilities, at $0.02 per 1M input and $0.03 per 1M output tokens ($0.022/1M blended).
Browse the full deprecation watch → or see Sonar Reasoning Pro's full spec sheet →
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The last few changes we caught — this is what lands in your inbox:
- RetiringO4-mini is off - OpenAI shut it down on October 23, 2026, as scheduled; migrate to gpt-5.6-terra
- RetiringO3-mini is off - OpenAI shut it down on October 23, 2026, as scheduled; migrate to gpt-5.6-sol
- RetiringO1-pro is off - OpenAI shut it down on October 23, 2026, as scheduled; migrate to gpt-5.6-sol
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