Sonar Reasoning Pro Paid vs Sonar Deep Research Paid
Sonar Reasoning Pro vs Sonar Deep Research compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.
Sonar Reasoning Pro — full profile › · Sonar Deep Research — full profile ›
Prices & specs refreshed from live data · olud.ai
Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.
$8 /M outputManaged API (no infra to run)
$8 /M outputManaged API (no infra to run)
Sonar Reasoning Pro vs Sonar Deep Research specs
| Spec | Sonar Reasoning Pro | Sonar Deep Research | Winner |
|---|---|---|---|
| Maker | Perplexity | Perplexity | – |
| Type | Proprietary | Proprietary | – |
| Context window | 128K tokens | 128K tokens | = Tie |
| Input price | $2/M | $2/M | = Tie |
| Output price | $8/M | $8/M | = Tie |
| Vision / multimodal | Yes | No | |
| Tool / function calling | No | No | – |
| Self-hostable | No (API only) | No (API only) | – |
| License | Proprietary | Proprietary | – |
Price gap & when to choose each
- You want frontier performance through a managed API
- You value reliability & ecosystem
- You don't want to manage infrastructure
- You want frontier performance through a managed API
- You value reliability & ecosystem
- You don't want to manage infrastructure
Feature comparison
| Capability | Sonar Reasoning Pro | Sonar Deep Research |
|---|---|---|
| Open weights (downloadable) | ✗ | ✗ |
| Self-hostable | ✗ | ✗ |
| Runs fully offline | ✗ | ✗ |
| Vision / multimodal | ✓ | ✗ |
| Tool / function calling | ✗ | ✗ |
| 1M+ context window | ✗ | ✗ |
Benchmarks: Sonar Reasoning Pro vs Sonar Deep Research
Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).
Benchmark data by Artificial Analysis.
How Sonar Reasoning Pro and Sonar Deep Research score
| Criterion | Sonar Reasoning Pro | Sonar Deep Research |
|---|---|---|
| Cost-efficiency | 3.5 | 3.5 |
| Context window | 3.5 | 3.5 |
| Openness | 1.5 | 1.5 |
| Self-hosting | 1.0 | 1.0 |
| Multimodality | 3.5 | 2.0 |
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 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
Sonar Deep Research Paid
Sonar Deep Research is a research-focused model designed for multi-step retrieval, synthesis, and reasoning across complex topics. It autonomously searches, reads, and evaluates sources, refining its approach as it gathers...
Frequently asked questions
Sonar Reasoning Pro vs Sonar Deep Research — which is cheaper?
Sonar Reasoning Pro is cheaper on output ($8/M vs $8/M).
Which has the larger context window?
Sonar Reasoning Pro offers the larger context window (128K tokens).
Sonar Reasoning Pro vs Sonar Deep Research — which should I pick in 2026?
Choose Sonar Reasoning Pro for the lower output price ($8/M vs $8/M). It also gives you the larger 128K context window.
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