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Model infoModelsSnapshot: 15 Oct 2026

Perplexity / Sonar

Sonar Pro

Historical Perplexity managed search/reasoning tier. The service identity is documented separately from the underlying model checkpoint.

deprecatedClosed-source managed componentText generationSearch
Official documentation (opens in a new tab)Reviewed 14 Oct 2026
9 of 21 specification fields collected
Context windowNot collectedAwaiting source review
Maximum outputNot collectedAwaiting source review
Input billingSee ratesPerplexity API (historical)
Output billingSee ratesPublished units and conditions below

Specifications

Provider-documented facts. “Not collected” means we have not verified that field yet, not that the feature is unsupported.

Context / input limit
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Maximum input tokens
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Maximum output
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Parameters
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Architecture
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Languages
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Knowledge cutoff
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Release date
2025-01-21Source for Release date (opens in a new tab)

General availability for developers.

Reasoning
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Tool calling
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Structured output
SupportedSource for Structured output (opens in a new tab)

March 2025 changelog says JSON structured outputs became available across the then-current Sonar models. This is a legacy service capability.

Streaming
SupportedSource for Streaming (opens in a new tab)

The current migration guide explicitly says legacy synchronous and streaming requests keep working through gradual Agent API reformulation.

Batch processing
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Fine-tuning
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Context caching
Not collected

Not verified for this exact historical release. Model names alone are not a numeric context/parameter specification; current Sonar facts are not inherited.

Release identity
sonar-proSource for Release identity (opens in a new tab)

Historical API service tier; exact underlying checkpoint/weight identity unverified.

Version changes
November 2025 adds Pro Search orchestration; December 2025 adds automatic image/video result selection. Agent API migration recommends preset fast.Source for Version changes (opens in a new tab)

Built-in tools do not establish support for arbitrary custom functions.

Document extraction features
Search-domain filtering, source citations, JSON output and multi-step research.Source for Document extraction features (opens in a new tab)

Later media selection and built-in search orchestration are product features, not native image generation or arbitrary external tool execution.

Access & pricing

Prices belong to an endpoint and billing tier. A provider listing does not guarantee access for every account or region.

Perplexity API (historical)

Provider source (opens in a new tab)
API model ID
sonar-pro

Exact provider-listed historical selector.

Access
Legacy synchronous and streaming calls are being reformulated as Agent API requests, rolling out by model. Original tier behavior and billing should not be assumed to persist.
Regions
Not collected

Prices retain their published currencies and billing units below.

Published billing units · original currency · observed 14 Oct 2026
CategoryUsageRateUnit
Historical Sonar pricingInput tokens1$3.001M tokens
Historical Sonar pricingOutput tokens1$15.001M tokens
Historical Sonar pricingRequest fee: low search context1$6.001K requests
Historical Sonar pricingRequest fee: medium search context1$10.001K requests
Historical Sonar pricingRequest fee: high search context1$14.001K requests

Rate conditions

  1. Historical Sonar calculator rates retained in official documentation captured October 14, 2026. Legacy support ended September 27, 2026; current synchronous/streaming requests are translated to Agent API. Effective dates and ongoing applicability of these legacy rates are unverified. These are not current Agent API prices or a complete cost-per-question quote. Pro Search rates are explicitly excluded from the calculator. No cache rate is supplied for these legacy tiers.
Pricing source (opens in a new tab)

Data & enterprise terms

Retention, training use, regional processing and enterprise terms have not been summarized for this endpoint.

Caching

Caching can reuse earlier input processing. Availability, lifetime and billing depend on the endpoint. A cache hit still generates a new response.

01 / INITIAL INPUTProcess & retain

The system processes eligible input and retains reusable state.

02 / LATER REQUESTCheck available state

Reuse depends on matching input, session state and the cache policy.

03 / CACHE HITReuse & generate

Reusing state can reduce repeated work. Any charges follow the billing rules below.

Perplexity API (historical)

sonar-pro
Not verified

Historical exact-model cache contract not verified. Current Agent API cache rates are not inherited.

How it works
Not collected

Historical exact-model cache contract not verified. Current Agent API cache rates are not inherited.

Minimum reusable input
Not collected

Historical exact-model cache contract not verified. Current Agent API cache rates are not inherited.

Lifetime & refresh
Not collected

Historical exact-model cache contract not verified. Current Agent API cache rates are not inherited.

How to enable it
Not collected

Historical exact-model cache contract not verified. Current Agent API cache rates are not inherited.

Usage fields
Not collected

Historical exact-model cache contract not verified. Current Agent API cache rates are not inherited.

Billing rules
Not collected

Historical exact-model cache contract not verified. Current Agent API cache rates are not inherited.

Limits & data boundaries
Not collected

Historical exact-model cache contract not verified. Current Agent API cache rates are not inherited.

No verified cache rate for this endpoint. An empty rate is not a zero charge.

Caching reviewed 14 Oct 2026

What the measurements say

No benchmark observations have been added for this model. We do not turn a vendor description into a performance score.

Latency and throughput depend on the host, request size, reasoning settings and load. There is no measured speed or global usage figure in this record.

The record behind the model

Why it is included

The provider identifies this search/reasoning API tier, but the reviewed evidence does not establish an independently released proprietary checkpoint. It is a managed component; public or third-party base models are not reclassified as closed weights.

Classification evidence (opens in a new tab)

Lifecycle dates

General availability announcement21 Jan 2025Source (opens in a new tab)
Legacy Sonar support ended; compatibility translation rollout27 Sept 2026Source (opens in a new tab)

Sources reviewed