OutRank
  • Welcome to OutRank
  • Team Leader
  • Non-Rarity Metrics for Personal Profile Profile Pictures
  • Understanding NFT Rarity Calculations
  • DFINITY Grant
    • NFTs on the ICP
    • NFT Trait Metadata Standard
    • ICP Onchain Rarity Calculator
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DFINITY Grant

PreviousUnderstanding NFT Rarity CalculationsNextNFTs on the ICP

Last updated 1 year ago

In 2023 a grant from the funded our in-depth investigation of the functionality that NFTs can utilize on the Internet Computer Protocol (ICP) compared with other blockchain protocols like Ethereum and Solana.

To increase the update of correct metadata formatting across ICP we set out below the most common metadata format standards for other blockchains.

We also implement rarity calculations for several PFP collections on the ICP, to highlight the confusion caused by. These calculations closely follow the we have written on this subject.

We have created open-source libraries that can be used for:

We have also created open data repositories for access to our analysis:

Or users can use our on-chain rarity calculator directly:

Any questions on any of the above please reach out to @toby_meller on Telegram.

ICP Rarity initiative

OutRank aims to share our work on rarity calculations and metadata format to improve the NFT market efficiency on the ICP blockchain. Our partners:

DFINITY foundation
academic paper
rust version
python version
ICP metadata retreiever
ICP on-chain calculator
ICP NFT Data and empirical results
Onchain calculator
YUMI NFT Marketplace
DFinity Foundation