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Shanghai July 8 Low Temp: Can 27°C Hold at 46%?

Shanghai July 8 Low Temp: Can 27°C Hold at 46%?

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SR Sofia Renard Climate & Science Analyst
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Lines Verdict
YES at 92% implied probability

TOO CLOSE TO CALL: Forecast models have converged enough to lift 27°C to 46%, but adjacent outcomes at 26°C and 28°C remain live. Market probability: 45.5%.

92% Market Probability
1h +0.0% 24h +8.0% Trend Weak (44/100)
Volume
$41.0K
$33.0K in 24h
Liquidity
$52.8K
Moderate depth
Time Left
19 hours
Resolves Jul 8
41K Vol. Jul 8, 2026
28°C $4K Vol.
92%
27°C $5K Vol.
9%
26°C $2K Vol.
1%
24°C $1K Vol.
0%
25°C $922 Vol.
0%
23°C $3K Vol.
0%

Shanghai sits in the middle of its most humid stretch of summer. The city’s overnight lows in early July typically hover in the upper twenties, and the market has landed on 27°C as the single most likely outcome for the morning of July 8. That contract trades at 46%, meaning roughly one in two traders thinks the thermometer bottoms out at exactly that reading. Here’s what the measurements are telling us: this is a tight distribution across a narrow band, and a one-degree shift in either direction reshapes the entire payout structure.

The market question asks for the lowest temperature recorded in Shanghai on July 8, 2026, resolving at noon UTC on that date. The 27°C outcome trades at 0.46 YES and 0.55 NO. Total volume stands at $7,666, all of it posted in the last 24 hours. The contract resolves July 8.

How the Shanghai Temperature Contract Works

YES pays out if Shanghai’s official minimum temperature on July 8, 2026, is recorded at exactly 27°C. NO pays out if the minimum lands at any other value. The outcome list spans 22°C or below through 32°C or higher, covering the realistic range for a July night in the Yangtze Delta. Resolution follows the official reading from the designated weather authority for Shanghai.

  • 27°C YES: 0.46 (implied probability 45.5%)
  • 27°C NO: 0.55 (implied probability 54.5%)

The NO side wins whenever the overnight low misses 27°C in either direction. Shanghai’s July lows cluster tightly around 26°C to 28°C during typical summer conditions, so the competing outcomes at 26°C and 28°C each carry meaningful probability. The market is not betting against heat. It is betting on which exact degree the overnight minimum settles on. That precision makes NO structurally broad: anything from a slightly cooler boundary layer flow to a brief rain event pushing temperatures toward 26°C hands the contract to NO traders.

Momentum and Market Signals

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The momentum composite here is modest but directional. The 27°C contract opened this market at 0.25 and climbed to 0.46 over July 6, a 13% move in a single session. The trend score of 36.50 sits in neutral territory, suggesting the price has found a temporary equilibrium rather than a strong directional run. The driver is almost certainly updated short-range forecast model output: as numerical weather prediction models converge on a specific minimum for July 8, traders are aligning their positions with the emerging consensus reading.

Total volume is $7,666, with all of it arriving in the last 24 hours. Liquidity sits at $35,683, which is healthy relative to the volume. Because 24-hour volume is below $1 million, a single large trade or a fresh forecast model run can move this price sharply. The market is pricing uncertainty, not science, and that uncertainty is concentrated in one narrow temperature band.

  • The 27°C contract gained 13% on July 6, driven by forecast model convergence toward that specific minimum reading.
  • The 1-hour price change is flat at 0.0%, suggesting the market is waiting for the next forecast update cycle.
  • Liquidity of $35,683 exceeds volume, meaning the order book is deeper than current trading implies. Price could absorb a moderately sized bet without moving dramatically.
  • Thin total volume below $1 million means any updated weather model output released before July 8 noon UTC could push 27°C above 0.50 or collapse it toward 0.30.
  • Competing outcomes at 26°C and 28°C are the primary alternatives absorbing the NO-side probability. If either gains momentum, the 27°C contract reprices downward.

Lines Analysis: Shanghai’s Narrow Overnight Window

The data doesn’t care about the politics, and in this case, the data points to a genuine toss-up in a very narrow range. Shanghai’s early July climatology centers overnight lows between 26°C and 28°C, which means the 27°C outcome sits at the statistical center of gravity. The recent price run from 0.25 to 0.46 reflects exactly that: forecast models are increasingly threading the needle at 27°C for July 8, and traders are following that signal. The strongest argument for YES is model convergence on that specific reading as boundary layer conditions stabilize ahead of the date.

The 26°C and 28°C outcomes are the real competition here. If a band of cloud cover moves through before sunrise on July 8, radiative cooling could push the minimum toward 26°C. Conversely, a persistent southerly flow or urban heat retention pushing into the night could floor the minimum at 28°C. The NO contract wins in both scenarios, which is why it still trades at 0.55 despite the recent momentum shift toward 27°C.

  • European Centre for Medium-Range Weather Forecasts (ECMWF) and GFS model output for Shanghai’s July 8 overnight minimum: any shift in ensemble mean above 27.5°C or below 26.5°C would immediately reprice competing contracts and pull capital from the 27°C outcome.
  • Shanghai Meteorological Bureau official forecast updates in the 48 hours before resolution carry the highest weight for final price alignment.
  • Precipitation probability: any rain event crossing Shanghai late July 7 or early July 8 would shift the minimum cooler, boosting 26°C at the expense of 27°C.
  • Sea surface temperatures in the East China Sea remain elevated this summer, which sustains warm overnight lows and keeps 28°C and 29°C outcomes alive as tail risks.
  • The 24-hour volume spike on July 6 is the most important signal. It means informed traders with access to fresh model data moved aggressively toward 27°C. If a subsequent model run shifts that consensus, expect a fast repricing.

Total volume of $7,666 is thin. The market has revealed a directional lean toward 27°C, but with two days remaining before resolution and two equally plausible adjacent outcomes at 26°C and 28°C, the data favors neither side decisively. The 54.5% NO probability is an honest reflection of how hard it is to pin an overnight minimum to a single degree.

LINES VERDICT

TOO CLOSE TO CALL

Shanghai’s July 8 overnight minimum sits at the center of its climatological range, and forecast models have converged enough to push 27°C to 46% but not enough to break 50%. The adjacent outcomes remain live competitors.

What the market says: 27°C carries a 45.5% implied probability, meaning the market sees this outcome as slightly less likely than all alternatives combined. With resolution arriving in under 48 hours, any shift in short-range forecast model output will move this price fast.

Key unknown: The single most important input is the next ECMWF or GFS ensemble run covering Shanghai’s July 7 night into July 8 morning. If that run shifts the ensemble mean minimum above 27.5°C or below 26.5°C, the 27°C contract reprices sharply in either direction.

Frequently Asked Questions

It means traders currently price a roughly 46-in-100 chance Shanghai's official minimum on July 8 lands exactly at 27°C. All other temperature outcomes share the remaining 54.5% probability.

NO pays if Shanghai's July 8 minimum is anything other than exactly 27°C. Outcomes at 26°C, 28°C, or any other listed temperature all count as NO wins.

Updated ECMWF or GFS short-range forecast model runs for Shanghai's July 7 to July 8 overnight period. A shift in ensemble mean above 27.5°C or below 26.5°C would reprice the 27°C contract sharply.

The market resolves July 8, 2026, at noon UTC, based on the official minimum temperature recorded for Shanghai on that date.

Total volume is $7,666, well below $1 million. Liquidity at $35,683 is healthier, but thin volume means a single informed trade or fresh forecast update can move the price significantly 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?

Model Consensus Locks In at Twenty-Seven

If the next ECMWF and GFS ensemble runs both center the July 8 Shanghai minimum squarely at 27°C with low spread, traders will push the contract above 0.55. Forecast model agreement within a half-degree band would be the trigger. The 13% jump on July 6 shows how fast capital moves when models align on a specific reading.

Rain Band Pushes the Low Toward Twenty-Six

A convective system or organized cloud cover crossing Shanghai late July 7 would suppress radiative warming and push the overnight minimum toward 26°C. That scenario pulls capital out of the 27°C contract fast. Shanghai's July weather pattern allows for this kind of mesoscale disturbance with limited advance notice in longer-range forecasts.

Persistent Heat Lifts the Floor to Twenty-Eight

Sustained southerly flow off the East China Sea combined with urban heat retention could prevent the minimum from falling below 28°C. Elevated sea surface temperatures this summer make this a credible scenario. If the 28°C contract gains momentum in the final 24 hours, the 27°C outcome loses ground from above rather than below.

Official Station Reading Diverges from Model Output

Short-range NWP models perform well on regional averages but can miss microclimate effects at specific observing stations. If the Shanghai Meteorological Bureau's official station sits in an urban heat pocket or a localized drainage wind zone, the official reading could land at 29°C or 26°C despite model consensus at 27°C. Resolution follows the official station, not the model.

Key macro factor: Elevated East China Sea sea surface temperatures in July 2026 are sustaining warm overnight lows across the Yangtze Delta, keeping the floor of Shanghai's overnight minimum above historical averages and compressing the probability distribution toward the 26°C to 28°C range.

Market Timeline

Jul 6, 4:30 AM
Market Created
Jul 6, 4:30 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.