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Sonar Pro

Sonar Pro is a premium model with long context support, suited to web research and search-grounded answers for enterprise teams.

Try Sonar Pro with your team

Last reviewed: 2026-09-02

Sonar Pro

Perplexity

Stable
Context Window
200,000
Input / 1M
$4.50
Output / 1M
$22.50

What can you do with Sonar Pro?

Practical ways teams can use Sonar Pro inside governed AI workflows.

01

Research live topics with Sonar Pro

Answer current questions with search-grounded context, citations, and review checkpoints with Sonar Pro.

02

Monitor market signals with Sonar Pro

Track competitor, customer, policy, and industry changes with governed research workflows with Sonar Pro.

03

Prepare sourced briefs with Sonar Pro

Create sourced summaries for executives, analysts, sales teams, and compliance reviews with Sonar Pro.

04

Verify claims with Sonar Pro

Check factual claims against current sources before content, support, or sales teams publish with Sonar Pro.

05

Compare vendors with Sonar Pro

Gather current product, pricing, positioning, and risk signals for procurement workflows with Sonar Pro.

06

Govern web research with Sonar Pro

Keep source-backed answers behind citation, retention, and approval controls with Sonar Pro.

Why this model

Sonar Pro is available in Remova as a long context option with $4.50 per 1M tokens input pricing, $22.50 per 1M tokens output pricing, and text and image input to text output support.

  • Sonar Pro offers long context capacity for enterprise prompts and documents.
  • Current Remova pricing band is premium: $4.50 per 1M tokens input and $22.50 per 1M tokens output.
  • Best-fit workloads include: Web research, Search-grounded answers, Source-backed analysis.
  • Keep role-based access in place before broad rollout.

At a glance

Model ID
perplexity/sonar-pro
Context Window
200,000 tokens
Modality
Text and image input to text output
Input Modalities
Text, Image
Output Modalities
Text
Input Price
$4.50 per 1M tokens
Output Price
$22.50 per 1M tokens
Provider
Perplexity
Listing Date
2025-03-07

Strengths

  • Sonar Pro is suited for web research.
  • Supports long context for multi-step prompts and larger working sets.
  • Pricing profile is premium, enabling predictable workload routing decisions.
  • Can be paired with policy guardrails for safer deployment at scale.

Tradeoffs

  • Operational drift can appear over time without recurring quality evaluations.
  • Long-context prompts can increase spend and latency if prompts are not scoped carefully.
  • Premium tiers should be restricted to high-value workflows to avoid unnecessary spend concentration.
  • Search-grounded models need citation checks, source freshness review, and hallucination monitoring.

Best for

  • Sonar Pro for current web research with citations, source review, and policy controls.
  • Sonar Pro for search-grounded answers that need source freshness and audit trails.
  • Sonar Pro for sourced briefs, claim checks, and evidence-backed research workflows.
  • Sonar Pro for monitoring market, competitor, policy, and customer signals.

Rollout checklist

  • Define where Sonar Pro is default vs. fallback in your routing policy.
  • Enable role-based access and policy checks before opening access broadly.
  • Set spend guardrails by team and monitor weekly token consumption.
  • Start with one workflow, then expand after you verify quality and spend.
  • Re-run quality and cost benchmarks monthly as newer releases appear.

Related models

Explore adjacent model profiles for routing and benchmarking decisions.

Free Resource

Where Should Your Team Start with AI?

Tell us your industry and team size. We'll tell you which AI use cases will save the most time with the least setup.

You get

A shortlist of AI use cases ranked by impact and effort for your situation.

Tuning notes

frequency_penalty

Tune repetition control for long responses in multi-step workflows.

max_tokens

Set completion limits to avoid unpredictable long-output spend.

presence_penalty

Use carefully when expanding idea diversity in exploration-heavy prompts.

temperature

Lower temperature for deterministic policy and compliance tasks.

Free Assessment

What Could Go Wrong?

5 questions about how your company uses AI today. We'll show you the risks most companies miss until it's too late.

You get

A risk breakdown with the 3 things you should fix first.

Book demo
Knowledge Hub

Sonar Pro FAQs

Choose Sonar Pro when the workload aligns with web research, search-grounded answers, source-backed analysis and quality targets justify its pricing profile.
It depends on workload mix. Most organizations use routing policies so routine traffic stays on lower-cost tiers.
Validate quality on real internal prompts, token efficiency, latency, and policy compliance behavior.

Deploy This Model With Governance

Use policy controls, role-based access, and budget guardrails before enabling advanced model tiers at scale.

Try Sonar Pro with your team