How to Build ML-Powered NFT Appraisals At Scale
At Upshot, we combine our deep understanding of NFT markets with real-time market data and advanced machine learning models to produce NFT appraisals with industry-leading accuracy spanning a huge number of collections:
- Upshot appraises over 57M assets from over 32k collections (and growing every day).
- Appraisals are refreshed hourly, so they are never stale
- Our performance is industry-leading, with Median Absolute Percentage Errors (MAPE) for the more popular and liquid collections, typically between 3 - 8% and ~11% on average for less-liquid collections