A deliberate path from input to evidence

Select a player

Search the canonical player index so identity, team, and game context stay attached to the same record.

Choose the event

Use the schedule-backed matchup, venue, and game date instead of typing opponent context by hand.

Set the market

Pick the statistic, line, side, and display window. The line remains your input, never a value the model silently changes.

Run the analysis

A visible progress state moves through validation, data loading, computation, and result assembly with explicit retry states.

If validation or data loading fails, the interface keeps the input and exposes a direct retry instead of showing an empty result.

Inspect the evidence

Read projection, recent games, historical rates, matchup context, reasons, risks, freshness, and limitations separately.

Save or add a leg

Reopen an immutable saved result later, or carry its exact selection and probability into an eligible parlay draft.