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The future is now for web3 ML: Join Spectral's new network for machine
intelligence on Mainnet Alpha.
Learn More
The Inference Economy for Web3
A Machine Intelligence Network to consume zkML-verified inferences directly
through smart contracts. Built by a decentralized community of top data
scientists, incentivized to work on the hardest challenges in web3.
Join the Waitlist
Launch App


The Inference Economy for Web3
A Machine Intelligence Network to consume zkML-verified inferences directly
through smart contracts. Built by a decentralized community of top data
scientists, incentivized to work on the hardest challenges in web3.
Join the Waitlist
Launch App


Placeholder
Streaming inferences for smart contracts
Models meet high performance benchmarks, secured by validators
Aggregated inferences across multiple top performing models
Zero knowledge proofs verify model integrity
Inferences can be consumed seamlessly through smart contracts 
We are building a self-sustaining Machine Intelligence Network
Creator
Creators post web3 data science/ML challenges, set performance benchmarks, and
establish rewards for winning modelers. Creators earn a share of the revenue
generated by the consumption of inferences from their challenges. As Creators
continue to post challenges relevant to other web3 companies, they receive an
increasing share of ongoing revenue.
 Modeler
Modelers solve data science/ML challenges posted by Creators, with the
opportunity to win a bounty and receive the majority of revenues from ongoing
use of their model inferences by Consumers. As Modelers accumulate more rewards
from high-performing models, they are incentivized to continue building better
models across various challenges.
Consumer
Consumers discover inference feeds that align with their data science/ML needs
and pay fees to access them. They can harness the power of Spectral's
decentralized community to obtain permissionlessly-built models that produce
readily ingestible inferences, all at a lower cost than developing models
in-house
Get started with Spectral
As a Modeler
Live
Compete and earn up to
150k
bounty rewards
Receive ongoing payouts from your model
85%
revenue sharing
Sign Up as a Modeler

As a Creator
Launching Q1 2024
Apply to be an early Creator and receive
100%
sponsorship for bounties
Sign Up as a Creator

Interested in being a Consumer?
Contact Us
to learn more.
The most efficient way to use ML in your dApps
Time and cost savings.
Outsource ML problems and data needs to talented data scientists and engineers. 
High-quality inferences, always.
Zero knowledge proofs verify that inferences originate only from top performing
models.
Full composability.
Enhance operations with modular, consumption-ready inference feeds you can
mix-and-match to integrate into existing data workflows and infrastructure.
Decentralized sources of truth.
Mitigate bias by accessing inferences from a range of diverse models from
multiple, independent modelers.
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Copyright © 2024 Spectral