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Kuala Lumpur July 19 High Temperature: Will It Hit 31°C?

Kuala Lumpur July 19 High Temperature: Will It Hit 31°C?

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SR Sofia Renard Climate & Science Analyst
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Lines Verdict
YES at 100% implied probability

CONFIRMED CONSENSUS: The 31°C bracket absorbed a 53.5% repricing in 24 hours driven by observed temperature data. Market probability: 98%.

100% Market Probability
1h +0.0% 24h +63.5% Trend Weak (37/100)
Volume
$113.3K
$75.9K in 24h
Liquidity
$298.8K
Deep liquidity
Time Left
2 hours
Resolves Jul 19
113K Vol. Jul 19, 2026
32°C $21K Vol.
100%
26°C or below $208 Vol.
0%
27°C $417 Vol.
0%
28°C $1K Vol.
0%
29°C $6K Vol.
0%
30°C $6K Vol.
0%

The market on Kuala Lumpur’s July 19 peak temperature has essentially closed early. At 98.1% implied probability, traders have priced the 31°C outcome as a near-certainty, and the momentum behind that conviction arrived fast. A 53.5% price jump in 24 hours is not noise. That kind of move reflects real temperature data landing and confirming what the market suspected. Here’s what the measurements are telling us: the 31°C bracket is the one to beat.

The market question asks whether Kuala Lumpur’s highest temperature on July 19 will reach 31°C. The YES price sits at 0.98, the NO price at 0.02, with resolution set for 2026-07-19 at 12:00 UTC. Total volume has reached $67,936, with $37,662 traded in the last 24 hours alone. That single-day volume represents more than half of all capital committed to this contract.

How the 31°C Contract Resolves

This contract resolves YES if Kuala Lumpur’s official peak temperature on July 19 hits or exceeds 31°C. It resolves NO if the day’s high falls below that threshold. The competing outcomes in this multi-bracket market include readings from 26°C or below all the way up to 36°C or higher. Only one bracket pays out.

  • YES (31°C bracket): priced at $0.98, implying a 98.1% probability that today’s high lands in this range.
  • NO (all other brackets combined): priced at $0.02, implying a 1.9% probability that the temperature falls in any other bracket.

The NO side pays out only if Kuala Lumpur’s peak temperature clears 32°C or higher, or drops to 30°C or below. Kuala Lumpur sits close to the equator and records daily highs that cluster tightly around 31°C to 33°C through most of the year. A reading that misses the 31°C bracket entirely would require either unusual convective cooling from heavy afternoon rainfall or a spike into the 32°C-plus range. Both remain possible in the tropics. Neither looks likely given where the market has settled.

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Momentum and Market Signals

The composite momentum signal here is strongly directional. The 1-hour price change is flat at 0.0%, the 24-hour change is up 53.5%, and the trend score sits at 62.98. Combined, this pattern suggests the big repricing already happened when early July 19 temperature data started becoming available. The market moved from uncertainty to near-certainty within a single trading day, which tracks with how weather markets typically behave: they drift until observed data arrives, then snap.

Total volume of $67,936 is modest for a science market. The $37,662 in 24-hour volume shows concentrated activity during the repricing window. Liquidity is notably deep at $196,552, which means a single large trade would not meaningfully move this price. For a contract this close to resolution, that liquidity depth is unusual and suggests market makers are comfortable holding positions on both sides. The data doesn’t care about the politics, and in this case, it doesn’t care about the liquidity either. The price is where it is because the signal is clear.

Key Factors

  • The 24-hour price surge of 53.5% indicates that real temperature observations, likely from early July 19 readings in Kuala Lumpur, drove a sharp repricing toward certainty.
  • The 1-hour price change of 0.0% confirms the market has stabilized. No new data has disrupted the 31°C consensus in the past hour.
  • The trend score of 62.98 reflects strong directional momentum without being in extreme territory, consistent with a market that has found its answer.
  • Liquidity of $196,552 vastly exceeds total volume of $67,936, indicating deep order book support at current prices.
  • Resolution occurs at 12:00 UTC on July 19, 2026, meaning the market closes with very little time for new data to emerge.

Lines Analysis: What the Data Supports

Kuala Lumpur’s climate profile makes 31°C a reasonable central expectation for a July daytime high. The city’s geography, low latitude, and urban heat island effect consistently push peak temperatures into the low-30s range. When weather markets price an outcome at 98.1%, that almost always reflects observed data, not forecasts. The rapid 24-hour repricing from roughly 44% (implied by the opening price context) to 98.1% is the clearest signal available: actual temperature data arrived and confirmed the bracket.

The path to a NO outcome runs through either a late-day temperature spike into 32°C territory or a significant rainfall event that suppresses the afternoon high below 31°C. Kuala Lumpur receives heavy convective rainfall frequently, and cloud cover can cap daytime highs. But with the market at 98.1% and resolution approaching, that rainfall scenario would need to have already played out without being reflected in current prices. The market is pricing uncertainty, not science, and right now the uncertainty has nearly collapsed.

Signals to Monitor Before Resolution

  • Any updated temperature readings from Kuala Lumpur’s weather stations before 12:00 UTC resolution could shift the remaining 1.9% NO probability, particularly if afternoon storms arrive.
  • A reading above 32°C from official sources would push capital toward the 32°C bracket and reprice the 31°C YES contract downward sharply.
  • Satellite-derived surface temperature estimates for the Klang Valley region, if published before resolution, would provide a secondary check on ground station data.
  • Malaysia Meteorological Department advisories for July 19 would clarify whether any severe weather warnings are active, which could affect afternoon high readings.
  • The multi-bracket structure of this market means that a shift of even one degree in the official reading moves all capital to a different contract entirely.

With $67,936 in total volume and $196,552 in liquidity, this contract carries more depth than capital at risk. The data clearly favors the YES side. The 31°C bracket has absorbed the day’s repricing and stabilized at near-certainty levels. What remains is the formality of official resolution.

LINES VERDICT

CONFIRMED CONSENSUS

The 31°C bracket has earned its 98.1% price through observed data, not speculation. The 24-hour repricing tells the whole story: the temperature landed where the market expected, and the remaining uncertainty is purely mechanical.

What the market says: At 98.1% implied probability, the market treats this outcome as resolved in practice. With resolution set for 12:00 UTC on July 19, 2026, there is almost no time for a volatility event to reprice this contract before close.

Key unknown: The single factor that could still move this market is an official temperature reading from Malaysia Meteorological Department showing the daily high landed outside the 31°C bracket, either cooler from a major rainfall event or warmer from a clear-sky afternoon surge.

Frequently Asked Questions

It means traders collectively assign a 98.1% chance that Kuala Lumpur's official daily high on July 19 lands in the 31°C bracket. One dollar risked on YES returns roughly two cents in profit.

NO pays if Kuala Lumpur's peak temperature on July 19 falls in any bracket other than 31°C. That means either 30°C or below, or 32°C or higher, per official Malaysia Meteorological Department data.

An official temperature reading from Malaysia Meteorological Department placing the July 19 high above 32°C or below 31°C would immediately collapse the YES price and reprice the correct bracket sharply upward.

Resolution is scheduled for 2026-07-19 at 12:00 UTC. With the market already at 98.1%, very little time remains for new data to shift the outcome before close.

Volume is modest, but liquidity at $196,552 runs well above the capital at risk. Deep liquidity relative to volume means individual trades cannot easily manipulate the current price.

We aggregate the live positions of the top 50 Polymarket whales (ranked by 30-day tracked volume) into one composite reading per market. It refreshes every hour. The percentage shows how many of those whales hold YES versus NO; the net dollar position shows the cohort's directional exposure in dollars.

A convergence event fires when three or more tracked wallets buy the same outcome on the same market within a four-hour window. We surface these in the activity feed and the VIP digest.

No. Lines is an editorial and data product. We do not operate prediction markets, custody funds, or accept trades. All trade flows deep-link to Polymarket via our affiliate code. Probabilities shown are market-implied and not predictions or recommendations.

What Could Shift These Probabilities?

Readings Confirm 31°C, Market Closes at Max

Malaysia Meteorological Department publishes the official July 19 high at exactly 31°C or within the bracket's implied range. The YES contract resolves at full value. Traders who entered during the early low-probability window capture the full gain. The 98.1% price moves to 100% at resolution.

Heavy Rainfall Suppresses the Afternoon High

A significant convective storm system moves through the Klang Valley before the afternoon peak, capping Kuala Lumpur's high below 31°C. The official reading lands in the 30°C bracket. The YES contract collapses to zero. This scenario is small but nonzero given the city's tropical rainfall patterns.

Temperature Spikes Past 32°C, Adjacent Bracket Wins

Clear skies and strong solar radiation push Kuala Lumpur's afternoon high above 32°C. The 31°C bracket misses, and capital shifts to the 32°C or higher outcome. The NO side of this specific contract pays out. The multi-bracket structure means even a one-degree overshoot redistributes all value.

Data Delay or Station Discrepancy at Resolution

Official temperature data from Malaysia Meteorological Department arrives late or shows a discrepancy between urban stations. Resolution is delayed or disputed. This scenario is rare in weather markets but possible when tropical convection creates localized temperature variation across different parts of a large metro area like Kuala Lumpur.

Key macro factor: Kuala Lumpur's low-latitude position and urban heat island effect create a consistent baseline that makes the 31°C to 33°C range the statistical expectation for any given July afternoon, absent major weather disruption.

Market Timeline

Jul 17, 4:03 AM
Market Created
Jul 17, 4:04 AM
Market Opened
12:00 PM
Market Resolution

Market Comments

Probabilities shown are market-implied and not predictions or recommendations. This content is for informational purposes only.