Sonar Pro Search Paid vs Sonar Reasoning Pro Paid
Sonar Pro Search vs Sonar Reasoning Pro compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.
Sonar Pro Search — full profile › · Sonar Reasoning Pro — full profile ›
Prices & specs refreshed from live data · olud.ai
Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.
$15 /M outputManaged API (no infra to run)
$8 /M outputManaged API (no infra to run)
Sonar Pro Search vs Sonar Reasoning Pro specs
| Spec | Sonar Pro Search | Sonar Reasoning Pro | Winner |
|---|---|---|---|
| Maker | Perplexity | Perplexity | – |
| Type | Proprietary | Proprietary | – |
| Context window | 200K tokens | 128K tokens | |
| Input price | $3/M | $2/M | |
| Output price | $15/M | $8/M | |
| Vision / multimodal | Yes | Yes | = Tie |
| Tool / function calling | No | No | – |
| Self-hostable | No (API only) | No (API only) | – |
| License | Proprietary | Proprietary | – |
Price gap & when to choose each
Sonar Reasoning Pro is ~1.9× cheaper than Sonar Pro Search on output tokens ($8 vs $15 per M tokens).
- 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
- 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
| Capability | Sonar Pro Search | Sonar Reasoning Pro |
|---|---|---|
| Open weights (downloadable) | ✗ | ✗ |
| Self-hostable | ✗ | ✗ |
| Runs fully offline | ✗ | ✗ |
| Vision / multimodal | ✓ | ✓ |
| Tool / function calling | ✗ | ✗ |
| 1M+ context window | ✗ | ✗ |
Benchmarks: Sonar Pro Search vs Sonar Reasoning Pro
Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).
Benchmark data by Artificial Analysis.
How Sonar Pro Search and Sonar Reasoning Pro score
| Criterion | Sonar Pro Search | Sonar Reasoning Pro |
|---|---|---|
| Cost-efficiency | 3.0 | 3.5 |
| Context window | 4.0 | 3.5 |
| Openness | 1.5 | 1.5 |
| Self-hosting | 1.0 | 1.0 |
| Multimodality | 3.5 | 3.5 |
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
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 Reasoning Pro Paid
Note: Sonar Pro pricing includes Perplexity search pricing. See [details here](https://docs.perplexity.ai/guides/pricing#detailed-pricing-breakdown-for-sonar-reasoning-pro-and-sonar-pro) Sonar Reasoning Pro is a premier reasoning model powe
Frequently asked questions
Sonar Pro Search vs Sonar Reasoning Pro — which is cheaper?
Sonar Reasoning Pro is cheaper on output ($8/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 Reasoning Pro — which should I pick in 2026?
Choose Sonar Reasoning Pro for the lower output price ($8/M vs $15/M). Choose Sonar Pro Search if you need the larger 200K context window.
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