DeepNFTValue: Real-Time NFT Valuations with Machine Learning

Accurate Pricing

We use advanced machine learning and crypto expertise to produce NFT asset pricing, that is precise, calibrated to the market, and updated in real-time as the markets trade around the clock. Our models take in historical sales, active bids and listings, and historical comparisons, to give you the most accurate machine-driven NFT price estimates in the Web3 space.

We Know Machine Learning – and These Markets

We aren’t just a team of data scientists. We also know and love these markets. No other market or dataset trades quite like an NFT collection. We are aware of the pitfalls of naive data modeling on unique problems, as well as connected to the communities of people trading and collecting these digital assets – who both use our products and provide us valuable feedback.

We don’t just know machine learning, we also know what matters, for pricing these collections.

Our machine learning team has worked on data problems from quant trading to genomics, AI for professional poker, to large language models (LLMs) for various downstream applications. We also have a Kaggle Master on the team, who has worked on machine learning problems across dozens of domains.

Noisy, Sparse, and Occasionally Fake Real-Time Data

Two features that set NFT pricing apart from other pricing problems (like stocks and liquid tokens) are the sparse and noisy data. While the vast majority of NFT trades are public and on-chain, some transactions take place for prices that are too high, or too low compared with fair value. Other transactions include missing information, and a few are bogus “wash trades” that don’t jive with the market at all. Many of the most valuable NFTs don’t trade at all, for months or years.

Our algorithms are designed and have evolved to handle these well-known problems in the data.

In addition, we’ve designed models to handle sudden price movements, especially downward. If a collection value drops by 20% overnight based on news, panic, or external factors, as long as the trades are on-chain, our models will adjust with no human intervention.

Core Products and Website

Homepage for NFTs: 

Our homepage shows a comprehensive view of the NFT markets. Instead of volumes and floor charts, we start with the most notable recent sales, and the best listings for the best most valuable digital assets, across 30+ collections that we track.

You can zoom in on any item to see our price estimate, its price history, owner, traits, comparable items, and other information. You can easily navigate to per-collection pages to zoom in further on specific collections and traits.

NFT Explorer: 

Choose a collection, and navigate to the explorer, to quickly see top items, best deals, recently sold, or highest rarity items, filtered by traits – both official and synthetic.

Traits and Attributes: 

See the top attributes for any collection – summarized by estimated value, rarity, and a representative example.

Best Deals / For Sale: 

For the professional NFT trader, we show a compact, comprehensive grid view of best deals and recently sold items. See deals across marketplaces, filter by traits, or by minimum estimated value. This makes it easy to see listings for all non-floor or premium items, for example.

Top Wallets Leaderboard: 

See what the biggest NFT whales are collecting, what their bags are worth, and the price history of their wallets.

We also show “Top Collectors” on a per-collection basis.

Mobile Friendly

Our tools were built for serious NFT traders, but more than half our daily users access our pricing via mobile. We’ve designed the Homepage, Explorer, Attributes, and Top Wallets Leaderboard to look great on mobile, along with a handy universal Search function on the homepage.

Bringing Pricing to Where the NFT Community Lives

We believe in meeting our users where they already spend their time. We offer a public API for our pricing and sales history data. As well as channels on Twitter, Telegram, and soon Discord. We’ve also built a Chrome Extension integration for our pricing data, so you can see real-time values overlaid on NFT marketplaces like BLUR.

API and Partnerships

Our public API allows various platforms to leverage our pricing data. 

Marketplaces: 

Our API can help with sorting listings by best deals, filtering by floors and premium items, detecting anomaly trades, and giving the user perspective on historical pricing for an item.

NFT Lending Platforms: 

Real-time pricing per item allows us to adjust valuations as the market moves while respecting individual item premiums, instead of an over-reliance on floor pricing.

Research Firms: 

Our data is useful both for research and triangulating fair pricing for rarely traded assets, such as premium and grail NFTs.

Our website and API aren’t just for the “degen” NFT trader, our tools are useful for any person and or company participating in the digital assets market. From someone just browsing an NFT collection, trying to get a sense for traits and prices, wanting to make sure they buy at a fair price, to the institutional holder looking to mark their assets to market – we have you covered.

Coming Soon

We’re actively working on a few additions to the website, some of which are listed below. If you are interested in trying out the API or in future developments, please reach out to us on Twitter or via email.

• Top NFT collections on Solana, Polygon, and Bitcoin Originals.

• Real-time pricing for non-PFP collections like ArtBlocks and Editions.

• Integrations with third-party social channels. If you run a popular NFT Discord and want your users to interact with our real-time pricing engine, please let us know. 

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