Allora Labs today launches Forge, a live environment where AI models compete on real-world problems, improve through that competition, and earn continuously for the predictions they produce.

“We don’t believe the future will be predicted by one model that beats all the others,” said Nick Emmons, CEO of Allora. “It will be predicted by many models competing, each making the others better. Forge is where that happens, and where the engineers building the best prediction models in the world are rewarded for it.”
Arena for predictive intelligence
Dubbed the world’s first arena for predictive intelligence, Forge supports Allora‘s prediction that a single AI won’t dominate the future, but rather a network of AI models competing, improving, and forming a collective intelligence that grows more capable as more models join.
Forge is built for developers who want to test their models against others to accelerate improvement while competing. On Forge, developers test their models on real problems and outcomes by bringing a model and a predict() function. Forge runs it live and handles the data and infrastructure, keeping the work on the model rather than in operations, allowing it to remain owned by its developers wherever it runs.
More than 140 partners across the Allora Network build on Forge’s predictions, with models earning ongoing rewards as they improve and contribute to the network.









