AI Models · Paid vs Paid

Sonar Pro Search Paid vs Sonar Paid

Sonar Pro Search vs Sonar compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

Sonar Pro SearchPaidPerplexity
$3 /M input
$15 /M outputManaged API (no infra to run)
TypeProprietary
Context window200K tokens
MultimodalYes
Self-hostNo
SonarPaidPerplexity
$1 /M input
$1 /M outputManaged API (no infra to run)
TypeProprietary
Context window127K tokens
MultimodalYes
Self-hostNo
Choose Sonar for the lower output price ($1/M vs $15/M). Choose Sonar Pro Search if you need the larger 200K context window.

Sonar Pro Search vs Sonar specs

SpecSonar Pro SearchSonarWinner
MakerPerplexityPerplexity
TypeProprietaryProprietary
Context window200K tokens127K tokensSonar Pro Search
Input price$3/M$1/MSonar
Output price$15/M$1/MSonar
Vision / multimodalYesYes= Tie
Tool / function callingNoNo
Self-hostableNo (API only)No (API only)
LicenseProprietaryProprietary

Price gap & when to choose each

15×cheaper per output token

Sonar is ~15× cheaper than Sonar Pro Search on output tokens ($1 vs $15 per M tokens).

Choose Sonar Pro Search if…
  • You want frontier performance through a managed API
  • You need the longer 200K context window
  • You value reliability & ecosystem
  • You don't want to manage infrastructure
Choose Sonar if…
  • You want frontier performance through a managed API
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilitySonar Pro SearchSonar
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Sonar Pro Search vs Sonar

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

Sonar Pro Search
Sonar
Intelligence index
7.7
GPQA
47.1%
MMLU-Pro
68.9%
Humanity's Last Exam
4.9%
LiveCodeBench
29.5%
MATH-500
81.7%
AIME
48.7%
Speed
0 tok/s
Latency
0s

Benchmark data by Artificial Analysis.

How Sonar Pro Search and Sonar score

🤝 Neck and neck on these criteria (2.6 vs 2.7 / 5).
CriterionSonar Pro SearchSonar
Cost-efficiency3.04.5
Context window4.03.0
Openness1.51.5
Self-hosting1.01.0
Multimodality3.53.5

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

Sonar Pro Search Paid

Perplexity · Proprietary

Exclusively available on the OpenRouter API, Sonar Pro's new Pro Search mode is Perplexity's most advanced agentic search system. It is designed for deeper reasoning and analysis. Pricing is based...

Sonar Paid

Perplexity · Proprietary

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...

Frequently asked questions

Sonar Pro Search vs Sonar — which is cheaper?

Sonar is cheaper on output ($1/M vs $15/M).

Which has the larger context window?

Sonar Pro Search offers the larger context window (200K tokens).

Sonar Pro Search vs Sonar — which should I pick in 2026?

Choose Sonar for the lower output price ($1/M vs $15/M). Choose Sonar Pro Search if you need the larger 200K context window.

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