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Head-to-head comparison

Sonar Pro vs Sonar Pro Search

Sonar Pro (Perplexity) and Sonar Pro Search (Perplexity) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 17 August 2026

As of 17 August 2026, Sonar Pro holds the stronger ModelCap Index position (#198 vs #233).

Which should you choose?

Choose Sonar Pro if…

  • you want the stronger overall ModelCap Index position — #198 against #233 (8.6 vs 0.0 points).

Choose Sonar Pro Search if…

  • you want the more recently listed model — Sonar Pro Search was listed 30 October 2025, Sonar Pro 7 March 2025.

Sonar Pro vs Sonar Pro Search: specs, pricing and context

Specification comparison of Sonar Pro and Sonar Pro Search
FieldSonar ProPerplexitySonar Pro SearchPerplexity
ModelCap Index position#198#233
Index score8.60.0
EvidenceMeasuredEstimated
Input price / 1M tokens$3.00$3.00
Output price / 1M tokens$15.00$15.00
Context window200K tokens200K tokens
Max output tokens8K8K
API providers listed11
Weight accessAPI onlyAPI only
Input modalitiesText, ImageText, Image
First listed7 March 202530 October 2025
PublisherPerplexityPerplexity

Evidence: 1 public benchmark observation across 1 board · publisher corpus prior · leave-one-anchor-out calibrated. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Sonar Pro vs Sonar Pro Search

Public benchmark boards where Sonar Pro or Sonar Pro Search has a published result
BoardSonar ProSonar Pro SearchLeads
Artificial Analysis Intelligence IndexArtificial Analysis9.1intelligence-index—Only one result

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

Sonar Pro vs Sonar Pro Search: common questions

Is Sonar Pro better than Sonar Pro Search?

Sonar Pro ranks higher on the ModelCap Index as of 17 August 2026: #198 against #233. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it.

Is Sonar Pro cheaper than Sonar Pro Search?

Both list the same output price, $15.00/1M tokens, with input at $3.00/1M and $3.00/1M respectively.

Which has the bigger context window, Sonar Pro or Sonar Pro Search?

Both publish a 200K-token context window.

Which is better for coding, Sonar Pro or Sonar Pro Search?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are Sonar Pro and Sonar Pro Search open-weight models?

Sonar Pro: API only. Sonar Pro Search: API only. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run Sonar Pro and Sonar Pro Search?

ModelCap currently lists 1 API provider for Sonar Pro and 1 for Sonar Pro Search, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Sonar Pro vs Sonar Pro Search comparison?

Every figure comes from the sealed ModelCap dataset published 17 August 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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