Decision-grade market intelligence.
We build Voyons, a world model for markets. Simulate thousands of plausible futures before every decision.
Intel Feed
regime probability distributions
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1M+ users
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on-chain vault
The Simulation Layer
Duon Labs builds Voyons, a world model for financial markets. Instead of point predictions, we simulate thousands of plausible futures.
From research vaults to institutional APIs, our simulation infrastructure powers live deployments where traditional forecasting falls short.
Research-driven. Transparent. Live.
World model for markets. Learns market dynamics and generates scenario distributions, not point forecasts. API and SDK for funds, platforms, and agents.
CoinStats
Scores tracked by 1M+ users worldwide
Hyperextropy Vault
Scenario-driven allocation on-chain
Prophetica
1000+ daily forecasts for the top crypto assets
03 VOYONS
Embed the World Model
A learned market simulator exposing scenario distributions, regime dynamics, and risk surfaces.
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Scenario Trees
Generates thousands of plausible futures per query. Quantify tail risks before execution.
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Learned Dynamics
Learns directly from market data. Adapts to regime shifts and tail events.
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Production-Ready
REST API and Python SDK. Hyperextropy and CoinStats run on Voyons.
Demo: Scenario simulation showing risk analysis across multiple scenarios. Try it yourself at playground.duonlabs.com
Pushing the Frontier
SICK BIDE
Assumption-free distribution modeling via GPU-accelerated probabilistic computations.
Read More →Probabilistic Analysis
Multi-scenario market analysis frameworks for uncertainty quantification.
Read More →Work With Us
Partner with Duon Labs to integrate world model infrastructure into your platform, fund, or agent system.