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Side-by-side comparison of API pricing, context window, latency, and benchmark performance. Data refreshed daily from provider APIs and ModelStop's own latency probes.
💰Perplexity: Sonar Deep Research is 100% cheaper than Amazon Nova Lite
⚡Amazon Nova Lite is 25ms faster than Perplexity: Sonar Deep Research
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
| Spec | Amazon Nova Lite | Perplexity: Sonar Deep Research |
|---|---|---|
| Provider | amazon | perplexity |
| Input price / 1M tokens | $0.06 | Free |
| Output price / 1M tokens | $0.24 | — |
| Context window | 300k tokens | 128k tokens |
| Latency (p50) | — | 25ms |
| Best benchmark score | — | — |
| Open source | No | No |
Amazon Nova Lite is a very low-cost multimodal model that can process image, video, and text inputs. Fast and accurate for a wide range of tasks requiring visual and language understanding.
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...
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