Data & AI
for web3

Web3 data APIs for applications and ML.
Simple SQL query, insanely fast.

XMTP is enabling web3 messaging between wallets. Spice enables us to leverage the rich Python ecosystem of data science and ML tools to build the best web3 data-driven experiences possible.


metastitch's focus on web3 marketing and NFT analytics means data is critical to our business. Using Spice and their bulk data APIs we built an entire new class of NFT analytics in less than a week.

Blockchain data is hard.

  • 😓 build and operate archive node and data infrastructure
  • 😓 understand and call JSON RPC APIs and smart-contract ABIs
  • 😓 manage 10s of TBs of data

Spice makes it easy.

Query blockchain data using SQL in seconds and fetch results in JSON or Apache Arrow for easy use with apps, ML, or libraries like NumPy and Pandas.

Data For Applications & ML

Real-time and historical blockchain and smart-contract data.

Fast SQL Query

Query millions of records, including joins across multiple datasets with filtering and aggregations in seconds.

High-Performance APIs

Developer, ML, and Data-Science friendly APIs with HTTP and Apache Arrow Flight (gRPC) endpoints.

Apache Arrow Format

Fetch millions of rows of data and easily use libraries like NumPy and Pandas.

web3 compatible

Use client libaries like web3.js, ether.js, and in combination with SQL query APIs.

Reliable Infrastructure

Managed Ethereum nodes so you can focus on the data instead of building, managing and operating infrastructure.
authenticate and protect NFT artwork

Keeping up with blockchain data at scale is a core part of Yakoa's mission to authenticate and protect NFT artwork, and the Spice AI platform works to power that capability.


Gwei is a Ethereum super-app that provides users with crypto data at the touch of their fingers. Spice provides easy access to a wide array of web3 data that powers Gwei's ethereum gas trends, as well as the upcoming token mints feature.

Works great with:

We're building the future of data-driven apps

Data is the fuel for AI-driven apps that learn and adapt.

We're building an application platform that combines the open source decision-engine with data enabling developers to build the next-generation of intelligent applications.