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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.
💰stable-diffusion-xl-lightning is 100% cheaper than Amazon Nova Lite
⚡Amazon Nova Lite is 43ms faster than stable-diffusion-xl-lightning
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
stable-diffusion-xl-lightning is Infinity% cheaper
| Spec | Amazon Nova Lite | stable-diffusion-xl-lightning |
|---|---|---|
| Provider | amazon | bytedance |
| Input price / 1M tokens | $0.06 | Free |
| Output price / 1M tokens | $0.24 | — |
| Context window | 300k tokens | — |
| Latency (p50) | — | 43ms |
| 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.
SDXL-Lightning is a lightning-fast text-to-image generation model. It can generate high-quality 1024px images in a few steps.
Want to swap in a different model or estimate monthly costs?