Trade: Highest temperature in Los Angeles on May 31?

Market context

On 31 May 2026, the highest temperature recorded at Los Angeles International Airport will fall into one of several defined ranges. The market currently shows 0% implied probability across all temperature brackets, indicating the order book has not yet formed meaningful positions. This reflects the typical state of weather markets set far in advance, where traders await seasonal patterns and medium-range forecasting models to establish baseline expectations.

Los Angeles experiences relatively stable late-spring temperatures, with historical May 31st highs typically ranging between 72°F and 82°F at LAX. The airport's coastal location moderates extremes compared to inland basins. Over the past decade, May 31st highs have rarely exceeded 85°F, though the record for any May 31st at LAX stands at 91°F (set in 1961). Current climate patterns suggest late May in Los Angeles remains within normal seasonal bounds, though marine layer variability and occasional Santa Ana wind intrusions can create outlier days.

Traders should monitor long-range seasonal forecasts released by NOAA in the months preceding May 2026, particularly any signals of anomalous heat patterns or La Niña/El Niño conditions affecting Pacific weather systems. Near-term catalysts will emerge in late May when operational forecasts become reliable; the National Weather Service typically provides useful guidance 7–10 days ahead. The settlement window closes at noon UTC on 31 May, requiring traders to monitor actual conditions as they develop on the day itself through Wunderground's historical data feed.

Resolution source

This market settles from the official outcome published at https://www.wunderground.com/history/daily/us/ca/los-angeles/KLAX. A proposer submits the final result to the UMA optimistic oracle on Polygon; the two-hour dispute window closes and payouts clear in USDC.

How to trade this market step by step

The mechanics for trading "Highest temperature in Los Angeles on May 31?" are the same as any other PolyGram event contract. Each YES share resolves to $1 if the event happens, or $0 if it doesn't. The current price between 0¢ and 100¢ is the market's probability estimate, set live by the order book.

1. Sign in on polygram.ink with your email — no full KYC under $1,500 lifetime trading volume.
2. Deposit USDC on Polygon (lowest fees, ~$0.01 per transaction) or Ethereum. Funds credit after 12 confirmations.
3. Pick a side. Buy YES if you believe the event will happen; buy NO if you think it won't. The current YES price reflects the market's collective probability.
4. Size your position. If you stake 100 USDC at 50% YES, you'll receive shares that pay $200 if YES resolves true — a 100% gross return. If NO resolves, your shares are worth $0.
5. Set risk controls (optional). Stop-loss, take-profit, and limit-order types all supported. Use the trade ticket's slippage box to cap your maximum entry price.
6. Wait for resolution. When the event resolves on-chain via the UMA optimistic oracle, the winning side settles to 100¢ automatically and USDC hits your balance within seconds. Withdrawable to any wallet you control.

How active is this market?

$42K in lifetime turnover and $0 of resting liquidity puts this market in the around the median by volume for weather contracts on PolyGram. Order-book depth is thin — large orders may need to be split across the book or executed as limit orders.

The market has been open for under a month — fresh enough that information asymmetry remains a real factor.

Higher-volume markets tend to have tighter spreads and faster price discovery — meaning the displayed YES/NO percentages are more likely to reflect the true crowd-implied probability rather than a single trader's directional view.

Key terms

YES / NO share

A binary outcome token that pays $1.00 if the underlying claim resolves true (YES) or false (NO), and $0 otherwise. The market price between 0¢ and 100¢ is the implied probability.

CLOB

Central limit order book. The matching engine that pairs YES buyers with NO buyers (effectively the same trade). Polymarket's CLOB on Polygon executes trades on-chain via the conditional-tokens framework.

Liquidity

USDC capital sitting in resting limit orders inside the order book. Deeper liquidity means smaller slippage on large trades and a tighter bid-ask spread.

UMA optimistic oracle

The on-chain dispute system that settles each Polymarket market. A proposer submits the outcome, a two-hour challenge window opens, and unchallenged proposals finalise the resolution.

Slippage

The difference between the displayed mid-price and your fill price. Affects market orders most; limit orders avoid slippage but may take time to fill.

Conditional token

ERC-1155 outcome share issued by Gnosis Conditional Tokens on Polygon. The token type that resolves to $1.00 or $0.00 at settlement.

See the full prediction-market glossary →

Frequently asked questions

Risk and regulatory note

Prediction-market positions can lose 100% of staked capital. Outcomes are uncertain by definition — historical accuracy of crowd-implied probabilities is high in aggregate but not for any single market. PolyGram does not provide investment advice. Trade only with capital you can afford to lose.

Regulatory status varies by jurisdiction. Germany, the United States, and most EU countries treat Polymarket-style event contracts under one of three frameworks: financial derivative, gambling product, or unregulated novel asset. Consult local counsel before trading.

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