Sonar Reasoning Pro Paid vs AMNova Lite 1.0 Paid
Sonar Reasoning Pro vs Nova Lite 1.0 compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.
Sonar Reasoning Pro — full profile › · Nova Lite 1.0 — 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)
$0.24 /M outputManaged API (no infra to run)
Sonar Reasoning Pro vs Nova Lite 1.0 specs
| Spec | Sonar Reasoning Pro | Nova Lite 1.0 | Winner |
|---|---|---|---|
| Maker | Perplexity | Amazon | – |
| Type | Proprietary | Proprietary | – |
| Context window | 128K tokens | 300K tokens | AMNova Lite 1.0 |
| Input price | $2/M | $0.06/M | AMNova Lite 1.0 |
| Output price | $8/M | $0.24/M | AMNova Lite 1.0 |
| Vision / multimodal | Yes | Yes | = Tie |
| Tool / function calling | No | Yes | AMNova Lite 1.0 |
| Self-hostable | No (API only) | No (API only) | – |
| License | Proprietary | Proprietary | – |
Price gap & when to choose each
Nova Lite 1.0 is ~33× cheaper than Sonar Reasoning Pro on output tokens ($0.24 vs $8 per M tokens).
- 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 need the longer 300K context window
- You want the lower output price
- You value reliability & ecosystem
- You don't want to manage infrastructure
Feature comparison
| Capability | Sonar Reasoning Pro | Nova Lite 1.0 |
|---|---|---|
| Open weights (downloadable) | ✗ | ✗ |
| Self-hostable | ✗ | ✗ |
| Runs fully offline | ✗ | ✗ |
| Vision / multimodal | ✓ | ✓ |
| Tool / function calling | ✗ | ✓ |
| 1M+ context window | ✗ | ✗ |
Benchmarks: Sonar Reasoning Pro vs Nova Lite 1.0
Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).
Benchmark data by Artificial Analysis.
How Sonar Reasoning Pro and Nova Lite 1.0 score
| Criterion | Sonar Reasoning Pro | Nova Lite 1.0 |
|---|---|---|
| Cost-efficiency | 3.5 | 5.0 |
| Context window | 3.5 | 4.0 |
| Openness | 1.5 | 1.5 |
| Self-hosting | 1.0 | 1.0 |
| Multimodality | 3.5 | 5.0 |
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
Nova Lite 1.0 Paid
Amazon Nova Lite 1.0 is a very low-cost multimodal model from Amazon that focused on fast processing of image, video, and text inputs to generate text output. Amazon Nova Lite...
Frequently asked questions
Sonar Reasoning Pro vs Nova Lite 1.0 — which is cheaper?
Nova Lite 1.0 is cheaper on output ($0.24/M vs $8/M).
Which has the larger context window?
Nova Lite 1.0 offers the larger context window (300K tokens).
Sonar Reasoning Pro vs Nova Lite 1.0 — which should I pick in 2026?
Choose Nova Lite 1.0 for the lower output price ($0.24/M vs $8/M). It also gives you the larger 300K context window.
People also compare
Explore more open-source AI
Browse the full open-source model leaderboard, thousands of tools and live benchmarks — all in one place.
Open the leaderboard →