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Drop Us a Line

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🎉 Spice.ai OSS is now available! Rebuilt from the ground up in Rust! 📣 Read
the announcement!


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Case Studies
Case Studies
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BUILDING BLOCKS FOR DATA AND AI
APPLICATIONS



Composable, ready-to-use data and AI infrastructure — including managed,
cloud-scale Spice.ai OSS. Accelerate development of the next generation of
intelligent software.


Query DataRead the Docs




TRUSTED BY






INTRODUCING SPICE.AI



An enterprise-grade solution from Spice AI, Spice.ai delivers planet-scale data
and AI infrastructure in a fraction of the time to build in-house and at a
fraction of the cost.

Spice.ai provides building blocks for creating data and AI-driven applications
by composing real-time and historical time-series data, ETL, machine learning
training and inference, in a single, interconnected AI backend-as-a-service. Run
Spice.ai at peak performance with managed, cloud-scale Spice.ai OSS, complete
with enterprise support.




 * No need to self-host with managed, cloud-scale, Spice.ai OSS, the best place
   to run Spice.ai OSS.

 * No need to build and operate complicated infrastructure.

 * No need to operate ETL, big data systems, machine learning pipelines, and
   caching and query engines — the list goes on.

 * No need to manage 10s -100s of TBs of data.

 * No need for an expensive SRE or Ops teams.

 * No need to be data science and machine learning experts to leverage AI and
   time-series data.




POWERED BY






BUILDING BLOCKS OF INTELLIGENT APPS

With Spice.ai, building blocks for creating the next generation of apps are
within reach for any developer. Incrementally adopt the blocks you need, then
compose them together to develop intelligent web3 data and AI-driven software.




DATA



 * SQL query

 * Managed Spice.ai OSS

 * Datasets and views

Spice.ai provides federated SQL query, local materialization, and acceleration
of datasets from any database, data warehouse, or data lake.

SQL QUERY



Query data using simple SQL in seconds, and fetch results in JSON or Apache
Arrow for easy use with apps, machine learning, or libraries, including NumPy
and Pandas.


AI



 * ML model training and registry

 * ML model hosting and inferencing

Spice.ai includes machine learning pipelines that are automatically wired up to
a petabyte-scale data platform, providing high-quality time-series data for
feature extraction and storage, training, and inferencing.

TRAINED MODELS



Easily share your models privately with collaborators or publicly, and access
those developed by the community. All trained models are tracked in the Spice
model registry and can be used without additional user-provided data.


ENTERPRISE-GRADE PERFORMANCE




APACHEARROW APIS


High performance, high availability, and fully compliant, Spice.ai is the first
service to deliver developer-friendly, planet-scale data over Apache Arrow APIs.
Query and fetch millions of records in seconds.


DEDICATED TO THE DEVELOPER EXPERIENCE




GET STARTED WITH JUST THREE LINES OF CODE


Get started in minutes, not months. With Spice.ai, it takes just three lines of
code to get rich data in familiar tools like NumPy, Pandas, and PyTorch.
Developer-friendly Node.js, Go, Python, and Rust SDKs make accessing and using
petabyte-scale data easy.


DESIGNED FOR APPLICATIONS & MACHINE LEARNING




BUILD THE NEXT GENERATION OF APPS


Designed for applications and machine learning, Spice.ai gives you the tools and
technology to focus on your core business and build the next generation of apps.




TRY SPICE.AI NOW




QUERY TIME-SERIES DATA IN SECONDS & MAKE ML PREDICTIONS


Powered by

Discover just how fast querying Spice.ai is, and make AI predictions via our
live widget, powered by Spice Firecache. Dedicated to delivering the best
experiences for developers, we enable you to get what you need within a few
clicks.

Sign up with Spice.ai to unlock full planet-scale SQL query and machine learning
capabilities today.



Try for Free

 * Explore Data
   
 * Explore AI
   

Explore Queries
 * Recent NFT Mints
   
   
   Retrieve the 100 most recent NFT mints in Ethereum.
   
   
 * Recent Ethereum Blocks
   
 * OpenSea NFT Sales Across Ethereum/Polygon
   
 * Average Transaction Fees for Ethereum
   
 * Total Bitcoin Transferred by Block Number
   

Select Your Query
 * Recent NFT Mints
   
 * Recent Ethereum Blocks
   
 * OpenSea NFT Sales Across Ethereum/Polygon
   
 * Average Transaction Fees for Ethereum
   
 * Total Bitcoin Transferred by Block Number
   

SQL Query
 * SELECT token_address, token_id, to_address, UNIX_TIMESTAMP() -
   block_timestamp as seconds_ago
 * FROM eth.recent_nft_mints

Run code
Results
Run code to get results.



HOW SPICE.AI
WORKS

Focus on your application. Spice.ai brings together enterprise-grade data and AI
infrastructure, serverless compute, storage, ZK & ML GPU clusters, blockchain
nodes, and indexing into a single, developer-focused platform.


SDKS
Node.js SDK
Python SDK
GO SDK
Rust SDK
More SDKs coming soon
Example Ecosystem Libraries
Pandas
PyTorch
Tensor Flow
Compatible with many more
Building blocks for creating data and AI-driven apps
Data
AI
Compute
Storage
Blockchain Nodes
Ethereum
Polygon
Bitcoin
OP Stack
Private ZK Node Clusters
1TB Ram
8x GPU
Many more
AI Infrastructure
Real-Time Data
Indexing • SQL Query • Firecache
Complete
Historical Data
Indexing • SQL Query • Firecache
Hosted AI & ML
ML Pipelines • Inferencing
Models
Compute
Functions • Actors
Storage
DuckDB • Blob
AI Models
Predictions
Community Data
Create Your Own
DeFi
Uniswap • Sushiswap • Aave
NFTs
NFT Metadata • NFT Owners
Contract Indexing
Token Prices
ENS
Wallet Balances
Native token balances
More coming soon
AI Features
Training
Inferencing
Model Registry
Acceleration Clusters
Pandas
Web3.js
PyTorch
Tensor Flow
Compatible with many more
Data
AI
Compute
Storage
Blockchains
ZK & ML Accelerators
Ethereum
Polygon
Bitcoin
OP Stack
Flow
1TB Ram
8x GPU
Many more
Real-Time Data
Indexing • SQL Query • Firecache
Complete
Historical Data
Indexing • SQL Query • Firecache
Hosted AI & ML
ML Pipelines • Inferencing Models
Compute
Functions • Actors
Storage
DuckDB • Blob
AI Models
Predictions
Create
Your Own
DeFi
Uniswap • Sushiswap • Aave
NFTs
NFT Metadata • NFT Owners
Contract
Indexing
Token Prices
ENS
Wallet Balances
Native token balances
More coming soon
Training
Inferencing
Model Registry
Bare-Metal ZK/ML Acceleration
GPUs
FPGAs (Coming soon)



Spice AI
Start for Free
Multi-cloud, high-availability SOC2* deployments
Building & Operating In-House

Managed InfrastructureData & AI Infrastructure Cost

Included$5k to $50k
per month

Enterprise-grade high-availability and compliance

Included in Enterprise
Multi-cloud, high-availability SOC2* deployments

Twice as much as Spice.ai
2x the total cost of infra and ops

High-performance caching for frontend & inferencing queries


Managed Spice.ai OSS
$1k to $5k
per month

DataEnriched Datasets

Spice AI supportedProcess and enrich manually

Historical prices data

Included

$1K - $15K per month
From providers such as CoinMarketCap

EngineeringData and Infrastructure Engineering Cost

Included$15k to $20k
per month, per engineer

Time to Implement

Get started in minutes

Typically 3 to 6 months

Operations & SupportOn-Going Operational Cost

Included
with Pro for Teams and Enterprise plans
$15k
per month, per engineer

99.9%+ Enterprise SLA & Support

Included in Enterprise

Self-managed 24/7 on-call

Spice.ai vs. Building Yourself



> "Initially, we thought it's such a departure from where they are, it's going
> to take them a long time. But in a few weeks, it's like magic. We had
> everything working exactly as we wanted, and it's amazing."


Sreeram Kannan

Founder and CEO of EigenLayer


> "Nethermind is committed to advancing the Ethereum re-staking ecosystem. We're
> excited that our re-staking dashboard, an early contribution to the EigenLayer
> community, now thrives on data powered by Spice AI."


Eliot Stock

CPO of Nethermind


> "Other solutions were prohibitively expensive - what we could do in Spice with
> a single query would have taken millions of API calls in other platforms."


Andrew Dworschak

CEO & Co-founder of Yakoa


> “We are a team of crypto and fintech product experts, not cloud and developer
> infrastructure , so we needed to evaluate solutions based on their ease of
> implementation and time to market. We value solutions that deliver performance
> of transactions and pricing data without compromising the developer experience
> and accuracy.”


Kareem Khattab

CEO and Founder of Entendre


> “Spice AI makes it insanely easy for to leverage high quality, reliable
> datasets on our platform. This is critical for our developers to gain insight
> into how the APIs are being used so we can enable Web3 developers to build
> their first dApp in minutes.”


Anir Agarwal

Founder and CEO of Niftory


> “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.”


Peter Denton

Head of Growth, XMTP






Case Studies



OUR SUCCESS STORIES




HOW SPICE AI’S ENTERPRISE SOLUTIONS ARE HELPING DEMOCRATIZE SHARED SECURITY &
CAPITAL EFFICIENCY IN WEB3 DEVELOPMENT 


Read Story


HOW SPICE AI IS HELPING ADVANCE TRUSTLESS MACHINE LEARNING FOR ALL


Read Story


HOW SPICE AI’S ENTERPRISE SOLUTIONS ARE POWERING AI CRYPTO ACCOUNTING 


Read Story


HOW SPICE AI IS HELPING SAFEGUARD DIGITAL ASSETS & ON-CHAIN MARKETPLACE
INTERACTIONS


Read Story



CORE FEATURES
OF SPICE.AI

Combine data with code and machine learningto build the world’s next top data
and AI-driven applications.



ENTERPRISE-GRADE INFRASTRUCTURE

Spice.ai is built for enterprise, 99.9%+ high-availability, security,
performance, and compliance backed by an enterprise-level SLA and support. SOC 2
Type II certified.


APACHE ARROW

Access developer, ML, and Data-Science friendly APIs with HTTP and Apache Arrow
Flight (gRPC) endpoints. Query across multiple chains and datasets with
filtering and aggregation in seconds.


ENRICHED DATA INCLUDED

High-quality, enriched datasets from tokens, NFTs, and DeFI to restaking, ENS,
and more.


COMBINE SQL WITH CODE

Use developer-friendly SDKs to query web3 data with ease, including joins across
multiple datasets with filtering and aggregations, in just three lines of code.


ECOSYSTEM COMPATIBLE

Fetch millions of rows of data and use libraries such as NumPy, Pandas,
Tensorflow, and PyTorch with ease. For web3 data, use client libraries such as
web3.js, ethers.js, and web3.py in combination with SQL query APIs.


DATASETS & VIEWS

Define and create your own private datasets and views, available in SQL query
and Spice Firecache, and optionally shareable with anyone else.


SQL FIRECACHE

Cache datasets for high concurrency and blazing fast SQL query up to 10x the
performance of general SQL query, backed by cloud-scale hosted DuckDB instances.


PETABYTE-SCALE DATA FOR APPLICATIONS & ML

Spice.ai is the fastest way to access real-time, time-series data. Get millions
of records in seconds.







BUILDING THE FUTURE OF DATA & AI-DRIVEN APPS TOGETHER



We're building the Spice AI Platform, so that developers everywhere can have the
building blocks to create the next generation of intelligent applications with
ease. Learn more about the platform, where it's going, and how you can be a part
of it.


Learn More




POWERING THE NEXT GENERATION OF APPS


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