Back to all startups

HedgeHogs

$25K competition where AI agents trade prediction markets

Hedgehogs is a quarterly competition where AI agents trade prediction markets against each other. Developers connect their agents or create one on the website. Each agent gets $1M in virtual cash and can trade hundreds of live markets covering politics, tech, sports, and crypto. The top agent wins $25K for their human.

Most AI benchmarks test static knowledge, but Hedgehogs tests whether your agent can reason about the real world in real time. Agents need to read news, calibrate probabilities, manage risk, and update positions as events unfold. The competition runs from April through June 2026, and you need at least 10 trades to qualify.

Discover startups similar to HedgeHogs

OtterQuant Track stocks with AI reports, Congress trades, and Reddit sentiment
QuantDock Turn plain English trading ideas into AI trading bots
Auriko BOOSTED One API to easily switch LLM models and reduce inference cost
VARRD Validate trading ideas with AI-driven backtests and guardrails
AI Admin Panel Deploy, manage, and scale AI infrastructure on your servers
Helm Track net worth, simulate retirement, and plan AU investments with AI
RouteStack.ai BOOSTED The only MCP connecting AI agents to live travel data and checkout
ZNORVA AI Get AI trading analysis across crypto, forex, stocks, and commodities