AI Model Atlas / Perplexity
Sonar Reasoning Pro
One million input tokens cost $2.00 and one million output tokens $8.00. Context window: 128k tokens, about 213 A4 pages.
What it costs in practice
Pricing per million tokens doesn't mean anything to anyone, so I convert it to three tasks that people actually give to models. The usage assumptions are listed for each row so you can verify them.
| Task | Input | Output | Cost |
|---|---|---|---|
| 1500-word articlebrief plus finished text in English | 1,500 tokens | 2,200 tokens | $0.02 |
| 100 chat queries700 tokens per question and 400 per answer | 70,000 tokens | 40,000 tokens | $0.46 |
| Hour of work with an agentagent reads repository and writes fixes | 250,000 tokens | 30,000 tokens | $0.74 |
Technical details
| Provider | Perplexity |
| Modalities | text + image → text |
| Context window | 128k tokens (~213 A4 pages) |
| Maximum response | 115k tokens |
| Step-by-step reasoning | yes |
| Tool calling | no |
| Forced JSON format | no |
| Knowledge cutoff | not specified |
| Cache read | no data |
| Content moderation | no extra filter |
How it compares to the rest
The database contains 469 models. In terms of input pricing Sonar Reasoning Pro is more expensive than 76 percent of paid models. A longer context window is available in 401 models.
Input price history
2026-09-08 · $2.002026-11-11 · $2.00
The chart shows the price of a million input tokens on consecutive measurement days. History starts on the day I launched the atlas and grows with each day. I don't backfill data.
Alternatives at a similar price
Models from other providers whose cost for the same article comes out closest.
| Model | Input / M | Output / M | 1500-word article | Context |
|---|---|---|---|---|
| o3OpenAI | $2.00 | $8.00 | $0.02 | 200k |
| GPT-4.1OpenAI | $2.00 | $8.00 | $0.02 | 1M |
| Pareto 26.9Unbiased | $2.50 | $7.50 | $0.02 | 262k |
| Gemini Omni 1.2 FlashGoogle | $1.50 | $9.00 | $0.02 | 131k |
Compare Sonar Reasoning Pro with another model or go back to the full database 469 models.