Data Sources

Every insight on SentientFund is derived from publicly available data. We list the sources we use, what we take from each, and how often we refresh.

Kalshi public API

Endpoint: api.elections.kalshi.com/trade-api/v2. We poll /events with nested markets to read current probabilities, prior close, and 24-hour volume, and /series/{series}/markets/{market}/candlesticks for historical probability used on the Proof page.

Refresh cadence. Free tier: weekly (Sunday 00:00 UTC). Premium: daily (00:00 UTC). Investor: every 6 hours plus manual refresh.

Kalshi terms

We use only public, unauthenticated Kalshi endpoints, in accordance with Kalshi's public API terms. We do not place, route, or facilitate trades on Kalshi.

AI models

Our AI mapping engine is deterministic and rule-based today: prediction-market probabilities are translated to stock and ETF ideas using a hand-authored ruleset. No third-party LLM is used to generate the pick or the direction shown on the site.

What we do not use

Attribution

Kalshi® is a trademark of Kalshi EX LLC. SentientFund is not affiliated with, endorsed by, or sponsored by Kalshi.