Sonar Deep Research Paid vs AMNova Lite 1.0 Paid
Sonar Deep Research vs Nova Lite 1.0 compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.
Sonar Deep Research — 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 Deep Research vs Nova Lite 1.0 specs
| Spec | Sonar Deep Research | 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 | No | Yes | AMNova Lite 1.0 |
| 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 Deep Research 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 Deep Research | Nova Lite 1.0 |
|---|---|---|
| Open weights (downloadable) | ✗ | ✗ |
| Self-hostable | ✗ | ✗ |
| Runs fully offline | ✗ | ✗ |
| Vision / multimodal | ✗ | ✓ |
| Tool / function calling | ✗ | ✓ |
| 1M+ context window | ✗ | ✗ |
How Sonar Deep Research and Nova Lite 1.0 score
| Criterion | Sonar Deep Research | 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 | 2.0 | 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 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...
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 Deep Research 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 Deep Research 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.
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