Publishing your live, real-time data to Microprediction initiates high-quality predictions that improve over time.
Don’t call us -- call our API and you're done. No middlemen. No setup costs.
A swarm of fiercely competing algorithms predict your data.
Algorithms can utilize existing streams or exogenous data.
Predictions improve as new data, models and talent become available.
If you have your own in-house models, let’s benchmark them! It’s impossible to survey every modeling technique and relevant data for any given problem (we’ve been there); instead, let them come to you.
How? Publish your model residuals (prediction errors), or alternatively, publish transformed data and predict it - using your team's predictive models (instructions).
Finding capable data scientists today is difficult. By seeking predictions that fit your organization’s needs, Microprediction can help you uncover the kind of talent you’re seeking. Every Microprediction challenge has its own leaderboard which can help filter contributors with the most appropriate skill sets for your organization.
Offering reward money to get predictions has never been easier or more economical. You can offer compensation directly linked to your data streams. Join leading financial institutions who have discovered how easy this is. Our platform is programmatically self-governed, so you get efficient access to high-quality predictions on the cheap.
Avoid weeks of planning and setup time – one call to our API gets you started.
No agency costs means you can allocate higher incentives to attract talent.
Reward mechanisms allow for more contributors to improve accuracy.
Microprediction systematically evaluates and combines competing prediction models against your data for four time horizons:
You’ll be able to retrieve the following:
See An Introduction to Z-Streams for explanation of the mechanics, and Tears of Joy, our blog article illustrating how useful z-streams can be. The swarming algorithms don’t just predict your data. They also predict how other algorithms will predict your data -- feedback for more accurate predictions!