Nithiya Raman Topping Spencer Pratt Said to be the Predictable Result of Politics in a City Dominated by Democrats

First he was up by 7 percent. Then Spencer Pratt was up by 3.5%, and Saturday night, he was up by just 1%. The prediction markets (Kalshi, Polymarket) now give socialist Nithiya Raman a 99% chance of beating her.

Incumbent Mayor Karen Bass secured first place early and advanced to the November runoff with roughly 34.8–35% of the vote. The contest for the second runoff spot pitted reality TV personality Spencer Pratt against progressive City Councilmember Nithya Raman. Early returns on election night (June 2, 2026) showed Pratt with a substantial lead-around 6–10 points-as in-person and initial ballots were tabulated first.

As more mail-in ballots arrived and were processed, the picture shifted predictably. By Saturday evening, June 7, with approximately 78% of expected votes counted:

- **Karen Bass**: ~34.8% (235,000+ votes)

- **Spencer Pratt**: ~27.3% (184,000+ votes)

- **Nithya Raman**: ~26.2% (177,000+ votes)

Pratt led Raman by roughly 7,500 votes. Recent batches, however, heavily favored Raman (e.g., one update gave her over 23,000 votes to Pratt's 10,000+), steadily eroding his advantage.

Why the Shift Occurred: California's Routine Process

California automatically mails ballots to all registered voters. Ballots postmarked by Election Day can arrive up to seven days later and undergo signature verification before counting. In Los Angeles County, early and in-person votes (often from moderate or Republican-leaning areas) report first. Later mail-in batches typically come from denser, more progressive urban neighborhoods where Raman enjoys stronger support. This "blue shift" is a well-documented, recurring feature of the state's elections-not an anomaly.

Hundreds of thousands of ballots remained to be counted (estimates ranged from ~194,000 outstanding), with final certification expected around June 26. Given the demographic patterns, analysts and markets anticipated further gains for Raman.

Prediction Markets Called It Early

Platforms like **Kalshi** and **Polymarket** initially favored Pratt heavily after Election Night. As mail-in counts progressed and the gap narrowed, odds flipped dramatically. By early June 7, markets gave Raman a 90%+ probability of overtaking Pratt for second place, while Pratt's chances dropped to single digits on some platforms. Bettors correctly read the remaining ballots' likely composition.

A brief data glitch in some media feeds briefly showed batches with zero Pratt votes, fueling online speculation. Officials clarified this as a reporting timing issue between sequential updates; full verified batches included votes for all candidates, and Pratt continued gaining thousands overall. No credible evidence of widespread fraud, duplicate counting, or tampering has emerged. LA County processes ballots transparently with observers and livestreams. Isolated issues, when found, face prosecution under standard procedures.

Objective Takeaway

The tightening race and probable overtake by Raman reflect predictable voter behavior in a heavily Democratic city with high mail-in participation-not irregularities. Early counts captured one demographic slice; later ones captured another. Prediction markets, by aggregating information efficiently, adjusted ahead of the final tallies and appear positioned to be proven right as counting concludes.

Voters and analysts can continue monitoring official updates from the LA County Registrar-Recorder. Calls for reforms-such as faster counting methods or adjustments to mail-in rules-are reasonable policy debates, but the current shifts align with transparent, established election mechanics.