
$30.78K
1
9

Trader mode: Actionable analysis for identifying opportunities and edge
This market will resolve to the temperature range that contains the highest temperature recorded at the Sao Paulo-Guarulhos International Airport Station in degrees Celsius on 1 Mar '26. The resolution source for this market will be information from Wunderground, specifically the highest temperature recorded for all times on this day by the Forecast for the Sao Paulo-Guarulhos International Airport Station once information is finalized, available here: https://www.wunderground.com/history/daily
Traders on prediction markets currently see a roughly 1 in 3 chance that the high temperature in São Paulo on March 1 will reach 24°C. The most likely outcome, according to the collective bet, is a slightly cooler day, with the market favoring a high in the 22-23°C range. This suggests a mild disagreement among forecasters, but a general consensus that an extreme heat event is not expected.
Two main factors are shaping these odds. First, March 1 falls near the end of São Paulo's summer. The city's climate is moderated by its altitude of about 800 meters, which typically prevents the intense heat common in other Brazilian coastal cities. Historical averages for early March in São Paulo are around 28°C for a high, so a prediction in the low-to-mid 20s already accounts for this known mild trend.
Second, the market is likely incorporating recent short-term weather models. If those models show a forecast of clouds or potential rain for that date, traders would logically bet against a very warm, sunny day reaching the high 20s. The low trading volume indicates this is a niche weather bet, not a major event drawing widespread attention.
The only key date is March 1 itself. The market will resolve shortly after, using data from the weather station at São Paulo-Guarulhos International Airport. The main signal to watch will be the weather forecasts in the 3-5 days leading up to March 1. A significant shift in the predicted cloud cover, chance of rain, or air mass could cause the market probabilities to move.
For short-term weather events like a single day's high temperature, prediction markets often perform reasonably well. They aggregate not just public forecasts, but also the judgments of people who may have local knowledge or are interpreting model data differently. However, the low amount of money wagered here is a limitation. It means the "wisdom of the crowd" is coming from a very small crowd, which can make the prices less stable and more sensitive to a few large bets. Weather also remains inherently unpredictable, so even the best collective guess can be wrong.
Prediction markets on Polymarket assign only a 37% probability that Sao Paulo's highest temperature on March 1 will reach 24°C. With nine different temperature buckets trading, the market shows thin liquidity at just $31,000 in total volume. The low probability on the 24°C contract indicates traders see warmer conditions as less likely. The most probable outcome is likely concentrated in the 22-23°C range, which is typical for early March. The market's structure suggests low conviction, a common feature in weather markets close to resolution where final forecasts are already public.
Sao Paulo's climate in early March is historically mild, marking the tail end of the Southern Hemisphere summer. Average high temperatures for the city at this time typically sit between 27-28°C. The fact that the leading contract is for a cooler 24°C, and is priced below 40%, directly contradicts this climatology. This discrepancy points to a specific short-term weather forecast dominating trader behavior. The most likely explanation is an anticipated cold front or increased cloud cover and precipitation from the South Atlantic, which can suppress daytime highs significantly below seasonal averages. Traders are betting on this transient meteorological event overriding the historical baseline.
For a market this close to resolution, the odds are essentially locked. All relevant weather model data and nowcasting observations for March 1 are already known, leaving no room for new information to shift probabilities. The primary remaining variable is the precise methodology of the resolution source, Wunderground. A discrepancy in the exact reporting station or the rounding of the final recorded temperature could shift the outcome between adjacent 1°C buckets. However, this is a technical risk, not a forecasting one. The market has already incorporated the final forecast, and the 37% price for 24°C is the market's final assessment of that temperature being verified at the specific airport station.
AI-generated analysis based on market data. Not financial advice.
9 markets tracked

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$30.78K
1
9
This prediction market focuses on forecasting the maximum temperature recorded at São Paulo-Guarulhos International Airport on March 1, 2026. The market resolves based on data from Weather Underground's historical records for the airport's official weather station. Participants are essentially betting on which temperature range will contain the day's peak Celsius reading. São Paulo's climate is classified as humid subtropical, with March falling in the transition between the Southern Hemisphere's summer and autumn. This period often produces variable weather, influenced by Atlantic Ocean systems, frontal boundaries from the south, and occasional heat waves. The specific location, Guarulhos International Airport, is the primary aviation hub for Brazil's largest metropolitan area and its weather observations are considered official for the region. Interest in this market stems from multiple factors. Meteorologists and climate scientists watch March temperatures as indicators of seasonal transition and potential climate anomalies. The agricultural sector in São Paulo state monitors early autumn temperatures for impacts on coffee, orange, and sugarcane harvests. Urban planners and public health officials track heat extremes due to the city's documented heat island effect, where concrete and asphalt can elevate local temperatures several degrees above surrounding rural areas. For bettors, the challenge involves analyzing historical climate patterns, current seasonal forecasts from agencies like Brazil's National Institute of Meteorology (INMET), and understanding the microclimate of the airport's specific location on the eastern plateau.
São Paulo's climate records show a clear warming trend over recent decades, making historical context essential for prediction. The official meteorological record for the city, maintained by INMET, extends back to the 19th century at the Mirante de Santana station. Data from Guarulhos Airport, which became the primary official station for the city in the late 20th century, shows average March maximum temperatures typically range from 26°C to 28°C. However, significant extremes occur. On March 15, 2012, a heat wave pushed the temperature at Guarulhos to 34.4°C. Conversely, cold fronts from the South Atlantic can bring unseasonably cool weather in early March, with minima sometimes dropping below 16°C. The year 2014 saw a particularly cool and wet March due to persistent frontal systems, with maximum temperatures frequently below 25°C. The historical precedent demonstrates high variability. The highest reliably recorded temperature for any March day at Guarulhos is approximately 35°C, while the lowest maximum for the month is around 20°C. This nearly 15-degree Celsius range of possible daily highs illustrates the forecasting challenge. Past El Niño events, such as the strong one in 2015-2016, have been correlated with warmer and drier conditions in southeast Brazil during the autumn months, while La Niña events can favor cooler, wetter weather.
The maximum temperature on a specific day in São Paulo has tangible economic and social consequences. For the city's 12 million residents, a high temperature exacerbates the urban heat island effect, increasing energy demand for air conditioning and straining the power grid. It also elevates public health risks, particularly for elderly and vulnerable populations, as seen during past heat advisories. Economically, the agriculture sector in São Paulo state, a global leader in orange juice and sugar production, is sensitive to autumn temperatures. Unseasonable heat can stress crops and alter harvest schedules, affecting commodity markets. The temperature also influences daily operations at Guarulhos Airport, South America's busiest cargo airport. High temperatures can affect aircraft performance, potentially leading to weight restrictions on flights, which disrupts logistics and supply chains. For climate scientists, a record or near-record high temperature in early autumn contributes to the longitudinal dataset tracking climate change in a major subtropical metropolis. It offers a data point for analyzing trends in seasonal shift and the frequency of extreme heat events.
As of early 2025, the primary climatic factor being monitored for March 2026 is the state of the El Niño-Southern Oscillation (ENSO). The Climate Prediction Center of NOAA and other international agencies issue regular updates on Pacific Ocean conditions. A persistent El Niño phase through 2025 could increase the probability of a warmer, drier start to 2026 in southeast Brazil. Conversely, a neutral or La Niña phase would suggest different odds. The latest seasonal outlook from INMET and CPTEC for the first quarter of 2026 is not yet available, as these are typically issued about three months in advance. Current long-range climate models are in the preliminary stage of projecting atmospheric conditions for early 2026.
Early March in São Paulo is typically warm and humid, marking the transition from summer to autumn. Average high temperatures are around 27-28°C, with overnight lows near 18°C. Rainfall is common, with an average of about 140mm for the month, often from afternoon thunderstorms or passing cold fronts.
INMET designated Guarulhos International Airport as the city's primary official weather station because it meets international standards for instrument siting and consistent observation practices. The previous main station, Mirante de Santana, became increasingly surrounded by urbanization, potentially biasing its temperature readings upward over time.
Forecasts for a specific day's high temperature six months in advance have very low skill. However, seasonal outlooks can predict whether a month will be warmer or cooler than average with moderate accuracy, based on ocean patterns like ENSO. The market price reflects the collective judgment on these probabilities.
Yes, but to a lesser degree than in the dense city center. Guarulhos Airport is located in a developed area with concrete and asphalt, which absorb and radiate heat. Studies suggest this urban influence can add 1-3°C to nighttime lows and may slightly elevate daytime maximums compared to a truly rural site.
According to Weather Underground data, on March 1, 2023, the maximum temperature at Guarulhos Airport was 29.4°C. On March 1, 2024, it reached 30.0°C. These recent values are above the long-term average, consistent with observed warming trends.
Educational content is AI-generated and sourced from Wikipedia. It should not be considered financial advice.





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