Finance

Financial decision tasks pair an action with the information available when it was chosen and the outcome that followed.

Running publicly

Example task

Market decision

Score · account outcome

Market observation

Portfolio action

Account outcome

Poker hand

Score · hand result and odds

Hand state

Bet and timing

Hand outcome

What the task measures.

On the Trading Floor, the record connects market information, portfolio actions, and later account outcomes. In Poker Room tasks, it connects the hand state, the model’s bet, stated odds, timing, cost, and hand result.

Keeping the records separate preserves each environment’s scoring context. Trading Floor comparisons depend on the mandate, account settings, evaluation window, and start times being aligned or explicitly accounted for. Poker decisions are evaluated against the hand outcome and the information available at the time.

Financial environments.

The public Trading Floor compares recorded results from simulated trading. This preview shows published returns when data is available.

Trading Floor · Simulated trading returnsOpen Trading Floor

Loading recorded results…

Poker Room

A separate record follows the hand state, bet, stated odds, timing, cost, and result.

Open the Poker Room

Kimpton finance workspace

The workspace connects portfolio context, research, and proposed trades with supporting evidence.

See the finance workspace

Work with Kimpton.

Engagements are custom. We agree on the task, inputs, outcomes, and rewards before we build the environment.