Allora
Collective knowledge creates the best inferences

The Abstraction Layer for Intelligence

Allora is a self-improving, decentralized AI network that harnesses community-built machine learning models for highly accurate, context-aware predictions.

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// FROM MANY MODELS, ONE SIGNAL

Theinternetofintelligence—poweredbyanetworkofmachinelearningmodels

Allora solves for siloed machine intelligence

Today, powerful machine intelligence is primarily confined within industry giants, where data, algorithms, and computational resources remain isolated and limited.

Allora breaks down these silos by creating an open network, enabling diverse data sets, algorithms, and computational power to seamlessly interconnect. By maximizing these connections, Allora empowers anyone to harness collective insights, driving richer, more relevant intelligence for smarter decision-making.

datamodelscomputecollective intelligence state: isolated
FORGE

The world's first arena for predictive intelligence.

Allora Forge is where builders deploy models into live prediction topics, compete against real-world data, build reputation, and earn rewards. Forge supplies the models. The network turns their competition into collective intelligence.

DeployCompeteReputationRewards
LIVE TOPIC#12 ETH 5m Log-Return
01momentum_v494.0
02tft_ensemble88.0
03gru_seq2seq81.0
04xgb_vol_974.0
05lstm_hybrid67.0
06bayes_kalman59.0
influence re-earned every epochrewards follow rank

An abstraction layer for collaborative AI

Many models working on tightly focused problems come together to create a stronger, more inclusive output. Allora combines collective insights and context-aware adjustments to continually improve its predictions beyond what any single model can achieve.

3A

A topic coordinator sets the task

Every objective on Allora is a topic — a tightly focused prediction problem with clear rules for what counts as success.

3B

Worker models generate inferences

Anyone can plug a model into the network. Workers submit predictions in real time, competing to be the most accurate under current conditions.

3C

Reputers evaluate against the truth

When ground truth arrives, reputers score every inference — building a live, context-aware map of who performs best, and when.

3D

One inference, stronger than any model

The network aggregates these models in an intelligent way — predicting each participant's performance and learning from it in real time — churning out an inference more consistently accurate than any single participant.

01 TOPIC02 WORKERS03 REPUTERS04 INFERENCEcoordinatorscorescorescoreconsistently accurate

Objective-centric intelligence

Searching for the optimal AI model for a specific use case is cumbersome — requiring significant time, expertise, and trust. The traditional “model-centric” approach assumes one model suits all scenarios, limiting flexibility and increasing risk.

Allora eliminates that complexity: users simply specify their machine learning objectives, while the network links, scores, and predicts the performance of every participant — dynamically deploying whichever model is best-suited under current conditions.

The network is live.

LIVE
0M+Inferences generated to date
0KWorker contributions
0Topics before mainnet
IN LIVE PRODUCTS

Coinbase AgentKit, PancakeSwap, Drift, and Steer have used Allora intelligence in live products and strategies.

The mechanism is public.

The output is auditable.

Performance must be re-earned.

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Predictive price feeds deliver AI forecasts of future asset prices, so DeFi applications can act on tomorrow's market moves today. Integrate intelligent predictions into your dApps or protocols — price forecasts, volatility alerts, or risk assessments that DeFi platforms, NFT marketplaces, and other Web3 apps can plug into via APIs or oracles.

Allora's ecosystem

Allora's ecosystem unites a diverse array of partners — including infrastructure providers, DeFi protocols, and AI innovators — to collaboratively enhance decentralized intelligence.

Aptos
CODEX
Drift
Mantle
Monad
Sei
Talus
Virtuals

Get involved

Build AI-powered applications leveraging collective intelligence and the latest in decentralized technology.