o1 Paid vs 
Sonar Reasoning Pro Paid
o1 vs Sonar Reasoning Pro compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.
o1 — 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.
$60 /M outputManaged API (no infra to run)
$8 /M outputManaged API (no infra to run)
o1 vs Sonar Reasoning Pro specs
| Spec | o1 | Sonar Reasoning Pro | Winner |
|---|---|---|---|
| Maker | OpenAI | Perplexity | – |
| Type | Proprietary | Proprietary | – |
| Context window | 200K tokens | 128K tokens | |
| Input price | $15/M | $2/M | |
| Output price | $60/M | $8/M | |
| Vision / multimodal | Yes | Yes | = Tie |
| Tool / function calling | Yes | No | |
| Self-hostable | No (API only) | No (API only) | – |
| License | Proprietary | Proprietary | – |
Price gap & when to choose each
Sonar Reasoning Pro is ~7.5× cheaper than o1 on output tokens ($8 vs $60 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 | o1 | Sonar Reasoning Pro |
|---|---|---|
| Open weights (downloadable) | ✗ | ✗ |
| Self-hostable | ✗ | ✗ |
| Runs fully offline | ✗ | ✗ |
| Vision / multimodal | ✓ | ✓ |
| Tool / function calling | ✓ | ✗ |
| 1M+ context window | ✗ | ✗ |
Benchmarks: o1 vs Sonar Reasoning Pro
Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).
Benchmark data by Artificial Analysis.
How o1 and Sonar Reasoning Pro score
| Criterion | o1 | Sonar Reasoning Pro |
|---|---|---|
| Cost-efficiency | 2.0 | 3.5 |
| Context window | 4.0 | 3.5 |
| Openness | 1.5 | 1.5 |
| Self-hosting | 1.0 | 1.0 |
| Multimodality | 5.0 | 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
o1 Paid
The latest and strongest model family from OpenAI, o1 is designed to spend more time thinking before responding. The o1 model series is trained with large-scale reinforcement learning to reason...
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
o1 vs Sonar Reasoning Pro — which is cheaper?
Sonar Reasoning Pro is cheaper on output ($8/M vs $60/M).
Which has the larger context window?
o1 offers the larger context window (200K tokens).
o1 vs Sonar Reasoning Pro — which should I pick in 2026?
Choose Sonar Reasoning Pro for the lower output price ($8/M vs $60/M). Choose o1 if you need the larger 200K context window.
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