NPR Relies on AP Math to Call 2026 Races Before Final Counts

NPR will declare winners in the 2026 general election using the same race-calling methodology provided by the Associated Press, which has operated this system since 1848.

Voters across the country are casting ballots for 435 House seats, 35 Senate seats, and 36 governorships, along with thousands of state legislative positions and local ballot measures. As results begin to trickle in, NPR and the AP are applying a standardized process to determine outcomes. The two organizations have partnered for many years to ensure accuracy in these high-stakes contests.

The AP’s race-calling team works alongside analysts who specialize in specific types of elections, including statewide races for U.S. Senate and governor, as well as U.S. House races. Decision editors on the AP’s Decision Team sign off on every call for presidential, Senate, and gubernatorial races. They also approve calls for House races deemed significant. This collaborative structure ensures that multiple experts review the data before a winner is announced.

The analysis goes beyond simple vote totals. AP staff examine incoming votes county by county. In states where data allows, they distinguish between ballots cast in person at polling places and those submitted in advance by mail or in person. The team maintains constant contact with the vote count staff to track exactly how many ballots have been processed and how many remain outstanding. This granular view of the remaining votes is central to their calculations.

AP determines a winner by assessing the likelihood of a candidate maintaining their lead once all remaining ballots are counted. Factors include the geographic origin of the outstanding ballots, the demographic makeup of those communities, and historical voting patterns in those areas. The goal is to identify a point where a candidate has emerged as the winner and no other candidate can overtake them with the remaining votes.

NPR will broadcast these calls to its radio and digital audiences as part of its special election coverage. The network will also share the data with its member stations and use it to populate real-time election results pages. This allows viewers and listeners to track the progression of the election as calls are finalized.

The AP does not make projections or name apparent or likely winners. The organization waits until it has certainty before declaring a result. This approach explains why calls can sometimes appear delayed, as the team prioritizes accuracy over speed. The AP states that it does not engage in speculation if race callers cannot definitively say a candidate has won.

A race is defined as called when the trailing candidates no longer have a mathematical path to victory. This standard applies even if a large portion of the vote remains uncounted. For example, the AP did not call the 2000 presidential race between George W. Bush and Al Gore until the margin in Florida was clear. The organization stood behind the assessment that the early margin was too close to determine a winner.

NPR follows a similar ethical guideline regarding candidate statements. The network will not make a race call simply because a candidate declares victory or gives a concession speech. The call is based solely on the analysis of vote results and election data. The AP backs up its calls with transparent reporting on the research and analysis used to reach its conclusions.

Counting votes can take time, and race calls will continue to be tabulated to determine the balance of power in the Senate and House. NPR will provide ongoing coverage on air and online as the 2026 election results are finalized.