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Karachi July 4 High Temp: Can 35°C Hold at 47%?

Karachi July 4 High Temp: Can 35°C Hold at 47%?

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

CONTESTED FORECAST: The 35°C band leads among ten outcomes but holds under 50% probability, reflecting genuine meteorological uncertainty around Karachi's monsoon transition. Market probability: 46.5%.

100% Market Probability
1h +0.1% 24h +47.5% Trend Weak (34/100)
Volume
$45.9K
$30.4K in 24h
Liquidity
$89.9K
Moderate depth
Time Left
Soon
Resolves Jul 4
46K Vol. Jul 4, 2026

Karachi sits at the edge of a genuinely contested forecast window right now. The 35°C outcome holds a 46.5% implied probability heading into July 4, but the market is spread thin across ten discrete temperature bands from 29°C or below all the way up to 39°C or higher. That fragmentation is the story here. No single outcome commands a majority, and the gap between 35°C and the field is narrow enough that a single forecast revision could reprice everything.

The market question asks: what will the highest temperature in Karachi be on July 4? The 35°C outcome is priced at $0.47 YES and $0.54 NO, with a total volume of $2,901 and a 24-hour volume of $2,911. Liquidity sits at $47,144, which is deep relative to the volume traded. The market resolves on July 4, 2026 at 12:00 UTC.

How the 35°C Contract Works

This contract resolves YES if the official highest temperature recorded in Karachi on July 4 hits exactly 35°C. The resolution source is the market operator, which will reference official meteorological data for Karachi. Every other temperature band is a separate contract running in parallel.

  • YES ($0.47, 46.5% implied): Karachi’s July 4 high lands at exactly 35°C.
  • NO ($0.54, 53.5% implied): Karachi’s high on July 4 falls at any other temperature, whether cooler or hotter.

The NO outcome pays out across a wide range of scenarios. Karachi records a 34°C high on a cooler-than-expected day, or a heat surge pushes readings to 37°C or beyond. Any temperature except exactly 35°C defeats this contract. That breadth is what makes NO the slight market favorite at 53.5%.

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Momentum and Market Signals

The momentum composite here is quiet. The 1-hour price change is flat at 0.0%, and a trend score of 34.25 reflects low directional conviction. The market opened this cycle at $0.42 and has drifted up to $0.47, suggesting gradual accumulation, but no sharp catalyst has fired. That movement is consistent with traders watching medium-range forecast models update as July 4 approaches.

Total volume stands at $2,901, with essentially all of it concentrated in the last 24 hours ($2,911). This is a thin market by volume standards. Liquidity at $47,144 is the deeper number here, meaning the order book can absorb a meaningful trade without the price whipping. But with volume under $1 million, a single data point, whether a forecast update, a synoptic weather shift, or a tropical moisture surge, can move this price sharply and fast.

  • The 1-hour price change is flat and the 24-hour change is unavailable, but the trend score of 34.25 signals low momentum and a market in a holding pattern pending fresh forecast data.
  • Liquidity at $47,144 is healthy relative to volume, meaning the spread is stable, but thin trading volume means new money has outsized price impact.
  • Karachi in early July typically faces pre-monsoon heat followed by humidity-driven suppression of maximum temperatures once monsoon moisture arrives.
  • The Pakistan Meteorological Department issues daily forecasts that directly influence short-range temperature expectations for Karachi.
  • The ten-band structure of this market means the 35°C outcome competes against nine alternatives, diluting any single outcome’s probability floor.

Lines Analysis: Karachi’s July Heat Window

Here’s what the measurements are telling us. Karachi’s climatological mean maximum temperature in early July sits in the 33°C to 36°C range, depending on monsoon onset timing. July 4 falls in the transition zone where pre-monsoon heat peaks and then breaks. If the southwest monsoon has not yet established over Karachi by July 4, the city typically sees drier, hotter conditions with highs pushing toward 36°C to 38°C. If monsoon moisture is present, maximum temperatures tend to stay suppressed in the 32°C to 35°C range as humidity and cloud cover limit solar heating.

The 35°C outcome benefits from sitting near the center of the climatological range. It is neither the extreme hot nor the extreme cool scenario. But the NO outcome covers everything else, and that everything else spans a 10-degree range. A strong monsoon surge holds temperatures below 35°C. A delayed monsoon pushes them above it. The Pakistan Meteorological Department’s monsoon onset tracking for Karachi is the single most important input the market is not yet fully pricing.

  • Pakistan Meteorological Department monsoon onset bulletins: an early onset declaration would pressure the 35°C outcome downward toward 32°C to 34°C territory.
  • Global Forecast System and European Centre for Medium-Range Weather Forecasts model runs for July 3 to 4: if ensemble mean temperatures converge tightly on 35°C, YES buyers have a case.
  • Sea surface temperatures in the Arabian Sea: warmer-than-average SSTs accelerate monsoon moisture transport and suppress Karachi maximums.
  • Any heat wave advisory from Pakistan’s National Disaster Management Authority would signal a push toward 37°C or higher, directly defeating this contract.
  • Airport observation station data from Karachi Jinnah International: resolution will depend on official surface station records, not gridded data.

The data doesn’t care about the politics of this forecast. Total volume at $2,901 keeps this market in the low-confidence tier. The spread of probability across ten outcomes means the market is pricing genuine meteorological uncertainty, not a settled forecast. The 35°C band holds the slight edge in implied probability among all the individual outcomes, but NO at 53.5% reflects how easy it is to miss the exact temperature bin.

Contested Forecast, Thin Market

Karachi’s July 4 temperature sits in the middle of the climatological envelope, and 35°C is the most probable single outcome, but the ten-band market structure means even the leader holds less than half the probability. Monsoon onset timing will determine whether this prints hot or cool.

What the market says: 46.5% implied probability on 35°C, which in plain English means the market sees this as the most likely single outcome while acknowledging it is still more likely to miss than hit. With resolution on July 4, the next two days of forecast model updates are the primary price movers.

Key unknown: Pakistan Meteorological Department’s official monsoon onset status for Karachi as of July 3 is the single most important variable. A confirmed onset suppresses the high toward 32°C to 34°C. A delayed onset opens the door to 36°C to 38°C readings, and either outcome defeats this contract.

Frequently Asked Questions

It means the market estimates a roughly 46.5% chance Karachi's July 4 high lands exactly at 35°C. The remaining probability is spread across nine other temperature bands.

NO pays out if Karachi's July 4 high is any temperature except exactly 35°C. That covers everything from 29°C or below all the way up to 39°C or higher.

Pakistan Meteorological Department forecast updates for July 3 to 4 and global model ensemble runs are the primary drivers. A monsoon onset declaration would shift probability toward lower temperature bands.

This market resolves on July 4, 2026 at 12:00 UTC, based on official Karachi temperature records for that date.

Volume is under $3,000, which is very thin. Liquidity at $47,144 stabilizes the spread, but low volume means a single trade can move the price sharply before resolution.

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?

Monsoon Delayed, Temperatures Center on 35°C

If the southwest monsoon has not yet reached Karachi by July 4, pre-monsoon dry heat keeps the maximum temperature in the 34°C to 36°C range. Forecast model ensembles converging tightly on 35°C would push YES buyers in and lift the price from 47 cents toward the high 50s. This is the middle-ground meteorological scenario the market is already partly pricing.

Monsoon Arrives Early, High Drops Below 35°C

An early southwest monsoon onset over Karachi suppresses maximum temperatures through humidity and cloud cover, pushing the July 4 high toward 32°C to 34°C. Pakistan Meteorological Department onset bulletins signaling established monsoon conditions would shift market probability toward lower-band outcomes and push 35°C YES below 40 cents quickly.

Heat Wave Scenario Redirects Probability

A delayed monsoon combined with a heat surge driven by anomalously high Arabian Sea pressure could push Karachi's July 4 high toward 37°C to 39°C. That outcome defeats 35°C but makes the 37°C or 38°C bands attractive. Traders watching National Disaster Management Authority heat advisories would rotate out of 35°C and into higher bands.

Rapid Model Consensus Shift in Final 48 Hours

Global Forecast System and European Centre for Medium-Range Weather Forecasts ensembles occasionally flip direction sharply within 48 hours of an event in the Karachi coastal zone, where sea breeze timing and moisture surges interact unpredictably. A sudden model consensus shift to a temperature two degrees away from 35°C would reprice this thin-volume market almost instantly.

Key macro factor: Arabian Sea sea surface temperatures running above the 1991 to 2020 average are accelerating southwest monsoon moisture transport toward Karachi, which increases the probability of an early onset and suppressed July 4 maximum temperatures.

Market Timeline

Jul 2, 5:03 AM
Market Created
Jul 2, 5:03 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.