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What will the United States national average gas price be on November 3, 2026?

post 45960·question 46142·numeric·fall-futureeval-2026·2026-10-12T21:03:22.844501·view on metaculus ↗
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resolution_source {"question": "What will the United States national average gas price be on November 3, 2026?", "source_name": "AAA national average regular gasoline price", "urls": ["https://gasprices.aaa.com", "https://gasprices.aaa.com/pump-prices-keep-climbing-as-crude-oil-remains-high-2"]}
fred_data {"lookback_months": 24, "series_ids": ["GASREGW", "DCOILWTICO", "DCOILBRENTEU"]}
code_execution {"code": "# Use the GASREGW weekly series returned by fred_data.\n# Compute log changes over 3 weeks, then report their std, mean, and the 5/25/50/75/95 percentiles.\n# Also compute the average change from mid-October to early November in past years (seasonal drift).\n# Apply both to the current AAA price to produce quantiles.\nprint(\u0027compute from fred_data output\u0027)"}

Research 77.31s · 3 tool(s) · 0 error(s)

resolution_source ok resolved=unclear; The AAA homepage shows a national average of $4.35 7.92s
fred_data ok 3 series 9.5s
code_execution ok Empirical distribution of 3-week national gas price changes 0.41s
research loops 6/6 ok · 24 searches · 7 page reads
current state ok 3 searches · 1 reads · 3894 chars 20.2s
base rate ok 4 searches · 0 reads · 4711 chars 43.1s
key factors ok 4 searches · 2 reads · 6922 chars 29.7s
expert view ok 4 searches · 1 reads · 4338 chars 25.6s
high case ok 5 searches · 3 reads · 5566 chars 24.2s
low case ok 4 searches · 0 reads · 5725 chars 22.5s
report: current state
- [2026-10-12] AAA's own page, rendered on 10/12/26, shows the regular-gasoline national average at $4.3556. The figures behind it: yesterday $4.3585, week ago $4.3653, month ago $4.3104, year ago $3.0833. The same page lists diesel at $6.2665. AAA's record high for regular is $5.0165 (6/14/22). https://gasprices.aaa.com/
- [2026-10-08] AAA's weekly release said the national average dropped 5 cents on the week to $4.36. It called this the highest ever for this time of year and the first October above $4. Crude had dipped into the $80s for several days and was back above $90. https://newsroom.aaa.com/2026/10/pump-prices-remain-at-record-highs-for-autumn/
- [2026-10-01] AAA's weekly release put the average at $4.4137, down nearly 7 cents from $4.4825 a week earlier. A year earlier was $3.1605. The September average was $4.33, a record for the month. https://gasprices.aaa.com/national-average-dips-following-record-setting-september/
- [2026-09-24] AAA's weekly release put the average at $4.4825, which is near the 2026 peak. https://gasprices.aaa.com/national-average-climbs-nearly-5-cents-since-last-week/
- [2026-09-17] AAA's weekly release put the average at $4.4386, up from $4.2770 a week earlier. WTI settled at $102.43 that week. 2026's peak is $4.56 on May 21. https://gasprices.aaa.com/pump-prices-keep-climbing-as-crude-oil-remains-high-2/
- [2026-10-12] Trajectory: the average rose to about $4.48 on 9/24, then slid to about $4.36 by 10/5–10/12. It is flat over the last week, with a decline of about 1 cent from 10/5 to 10/12. It is up about 4.5 cents from a month ago and about $1.27 above last year. https://gasprices.aaa.com/
- [2026-10-12] GasBuddy's weekly survey puts its own national average at $4.29, down 0.4 cents on the week. This is a different series from AAA's and runs about 6 cents lower. More states fell than rose. Diesel fell 5.9 cents to $6.248. https://nottinghammd.com/2026/10/12/us-gas-prices-hold-steady-as-geopolitical-tensions-and-crude-costs-surge/
- [2026-10-12] Early trading that day had WTI up $1.77 to $93.62 and Brent up $1.89 to $106.62. Gasoline inventories were about 6% below the five-year average, and refinery utilization was 92.7%. GasBuddy cited hurricane season and geopolitical uncertainty as risks. https://nottinghammd.com/2026/10/12/us-gas-prices-hold-steady-as-geopolitical-tensions-and-crude-costs-surge/
- [2026-10-08] Finder's weekly series (AAA-based) shows $4.39 on 10/8 versus $4.43 on 10/1. 2026's weekly high was $4.55 on May 21. The pre-war level was $2.96 on Feb 26. https://www.finder.com/economics/gas-prices
- [2026-09-14] CNBC reported Kalshi traders at roughly even odds that gas stays above $4.25 on Nov 3. Kalshi contracts resolve on AAA data. This was before the October dip. https://www.cnbc.com/2026/09/14/prediction-markets-traders-think-gas-prices-will-hit-new-highs-in-2026.html
- Release timing: the AAA site updates daily (the 10/12 figure is dated 10/12). AAA's weekly newsroom release comes out on Thursdays (next: Oct 15, 22, 29). The Nov 3 value will be the daily figure shown for Nov 3, and the question resolves on Nov 4.
- Seasonal context: AAA Oregon/Idaho notes that prices usually fall in the fall with the winter-blend switch. They typically bottom between late fall and early winter. https://info.oregon.aaa.com/quiet-week-for-pump-prices-but-a-volatile-one-for-crude-oil-prices/

BOTTOM LINE: The latest AAA national average is $4.3556 (10/12/26). That is about 12 cents below the 9/24 level of $4.48 and about 20 cents below the $4.56 peak. Crude is volatile ($90+ WTI, Brent above $100) amid the Iran/Hormuz conflict, while seasonal winter-blend pressure points down.

NOT FOUND: AAA's data API or CSV, and an AAA daily history table. The AAA newsroom page could not be fetched, so its Oct 8 figures come from search snippets. The Oct 12 figure comes from the rendered AAA homepage.
report: base rate
- [2026-10-10] The AAA national average was $4.3669 on Oct 10. A week earlier it was $4.3807, a month earlier $4.2770, and a year earlier $3.1005. The current level is the baseline for the Oct 12 → Nov 3 window (22 days). AAA's own pages returned 403 when fetched directly; this figure comes from a secondary page that quotes AAA. https://energynewsbeat.co/big-oil-companies/should-the-trump-administration-use-the-defense-production-act-to-expand-refineries-and-pipelines
- [2026-10-08] AAA's weekly release says the average dropped 5 cents in a week to $4.36 and is the highest ever for this time of year. It is also the first October with the average above $4. https://newsroom.aaa.com/2026/10/pump-prices-remain-at-record-highs-for-autumn/
- [2026-09-24 to 2026-10-01] The 2026 path is $4.4825 on Sep 24, $4.4137 on Oct 1 and about $4.37 by Oct 6–10. AAA attributes the early-October dip to crude falling back to the $90s. The September monthly average was $4.33. https://gasprices.aaa.com/national-average-dips-following-record-setting-september/
- [2026-10-12] 2025 comparison window (AAA): $3.11 on Oct 9, 2025, then $3.038 on Oct 30 and $3.084 on Nov 6. The Nov 3 value is not published but sits between about $3.04 and $3.08. That is a drift of roughly -3 to -7 cents over the window, with California refinery maintenance giving a small late bump. https://gasprices.aaa.com/national-average-ticks-up-remains-lower-than-last-year/
- [2024-11-07] 2024 window (AAA): $3.21 on Oct 10, $3.13 on Oct 31 and $3.10 on Nov 7. That is about -8 cents by Oct 31 and about -11 cents by Nov 7. https://gasprices.aaa.com/2024/10/
- [2023-11-02] 2023 window (AAA): the average was $3.44 on Nov 2, down 9 cents in a week, 37 cents below a month earlier and 32 cents below a year earlier. That is a much larger seasonal drop than 2024 or 2025, driven by falling crude. I did not retrieve the Oct 12, 2023 value. https://gasprices.aaa.com/slow-and-steady-gas-prices-keep-edging-lower/
- [2026-10-12] Pattern across the three prior years: the mid-October to early-November move was down every year. The range was about -3 to -7 cents (2025), -8 to -11 cents (2024) and a decline of 30+ cents over the month to Nov 2 (2023). That is a seasonal lean toward lower prices as winter-blend gasoline takes over. The windows are not exactly aligned to Oct 12 → Nov 3. https://gasprices.aaa.com/2023/11/
- [2026-10-06] Typical variation in 2026 is much larger than in calm years. AAA weekly moves this year include +25 cents for two straight weeks (to $4.558 on May 7) and +10 cents in one week (Mar 26). In late March the price rose a full dollar in a month, from $2.98 on Feb 26 to $3.98. Over the September build-up, the average rose from $4.0954 to $4.4825 in about 4 weeks. The 2026 peak was $4.56 on May 21 (an AAA figure; Finder shows $4.55). https://gasprices.aaa.com/national-gas-average-jumps-one-dollar-in-one-month/
- [2026-10-12] Largest surprises on record: the all-time AAA high is $5.0165 (6/14/22). The Iran war added about $1.40 between Feb 26 and May 2026. Diesel set a record of $6.5276 on 9/22/26. https://gasprices.aaa.com/?state=US
- [2026-10-12] Forecast accuracy: on Sep 14, Kalshi traders gave 71% odds of crossing $4.60 and 57% odds of topping $4.80. That did not happen: the peak since then was $4.48 on Sep 24, and the price is now about $4.37. Traders gave a 50-50 chance that prices stay above $4.25 on Nov 3. The odds were set while WTI was above $100, so the oil-driven upside was overpriced. https://www.cnbc.com/2026/09/14/prediction-markets-traders-think-gas-prices-will-hit-new-highs-in-2026.html
- [2026-10-06] Analyst consensus: Tom Kloza of Gulf Oil expects a seasonal slight decline into Election Day with no major change, and at least $4 on average. AAA's Oct 12 commentary (via The Hill) says it is "far too early" to call pressure resolved, citing hurricane season and geopolitics. https://ms.now/news/gas-prices-election-day-republicans-concerned
- [2026-10-08] Finder's weekly series (AAA-based) shows $4.39 on Oct 8, down from $4.43 on Oct 1, with prices falling in 39 of 51 states and DC. https://www.finder.com/economics/gas-prices

BOTTOM LINE: In the three prior years the AAA average fell between mid-October and early November, by roughly 3–11 cents in 2024–25 and more in 2023. That puts a seasonal baseline of about $4.25–4.35 from $4.367, before any oil shock. 2026 volatility is far above normal (+25 cents a week at times), so oil and Iran or Hormuz news can swamp the seasonal drift in either direction.

NOT FOUND: AAA's exact Oct 12, 2023 value; AAA's published Nov 3 values for 2023–2025; a formal EIA or AAA point forecast for Nov 3, 2026; any data after Oct 10, 2026.
report: key factors
- [2026-10-12] Wholesale gasoline is the nearest lead for the pump price. The oilprice.com ticker showed front-month gasoline at about $3.31/gal, with WTI at $93.7 and Brent at $106.8. Taking AAA's $4.3556 from the earlier report, the gap is about $1.05/gal. That is roughly the usual spread of federal and state taxes plus distribution margin, so the pump price is not obviously lagging or leading wholesale. Without a wholesale move, the pass-through mechanism points to a flat retail price. I did not find a clean RBOB history to calibrate the spread. https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html
- [2026-10-12] Driver 1, Hormuz and Gulf escalation (controlled by Iran, the US and the Houthis). Brent rose to a near two-week high on 10/12. A Houthi strike on Riyadh airport on Saturday killed 13 and wounded more than 300. Two more tankers were hit near Oman and in Hormuz. Gulf exports were 81% of pre-war levels in September, but refined-product exports were only 60%. Goldman put the geopolitical premium at just over $20/bbl and raised its December Brent forecast to $90 from $85. That is well below the ~$106 spot, so it implies downside if the premium fades. https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html
- [2026-10-12] Flux (Singapore window) says the Houthi strike has raised the risk premium and could pull Saudi Arabia and the US into a wider war. The IRGC navy said ships with navigation or identification turned off will be treated as hostile. Brent futures spreads are steep: Dec/Jun'27 is $13.50/bbl, which shows the market expects supply to ease. Riyadh airport is closed until 10/17. https://flux.live/reports/brent-strengthens-to-105-50-bbl-as-middle-eastern-conflicts-escalate
- [2026-10-04/07] Driver 2, diplomacy (controlled by Washington and Tehran). Talks are stalled. France24 (10/04) reports Iran's seven conditions for reopening Hormuz, including an end to the US naval blockade and sanctions relief. CNBC (10/07) says efforts to end the seven-month war have stalled over enrichment. The June MOU framework collapsed after Iranian attacks on vessels. For a price drop to occur, a Hormuz deal would have to be announced first, then wholesale prices would fall, then retail would follow with a lag. Nothing visible makes a deal likely before 11/3. Trump has also called new strikes after the midterms "possible" (CBS, 10/01). https://www.france24.com/en/middle-east/20261004-iran-us-military-middle-east-war-peace-talks
- [2026-10-04] Driver 3, policy and stock releases (G7, IEA and the US administration). The IEA said 325 million barrels of strategic reserves have been released. The G7 promised a "frontloaded substantial release" of diesel within 20 days. The Strategic Petroleum Reserve is at its lowest level since the early 1980s, so it has little room for further releases. These measures mainly target diesel, not gasoline. https://www.cbsnews.com/live-updates/trump-iran-war-us-midterm-elections-troops-deployment/
- [2026-10-12] Russian diesel supply and a Russia-Ukraine energy truce. Trump announced more than 300,000 t of diesel and a truce on energy infrastructure. Zelensky said Russia violated the truce on 10/12, and Axios reports it may cover refineries only. GasBuddy's De Haan (Newsweek) expects little effect on US prices and says it adds no supply to the global market. The effect on gasoline is minor. https://newsweek.com/trump-russia-diesel-deal-price-impacts-pump-experts-12557596
- [2026-10-12] Driver 4, hurricanes and refineries. Hurricane Isaias shut in about 71% of US Gulf oil output at its peak. Shell, Chevron and BP were preparing to restore output on 10/12. GasBuddy's Oct 12 note flags continuing refinery and hurricane uncertainty. A refinery outage or a late-season Gulf storm would hit wholesale gasoline directly, and retail pass-through takes about 1–2 weeks. Hurricane season runs to Nov 30. https://x.com/GasBuddyGuy/status/2109637434925277567
- [2026-10-12] Regional dispersion matters. In GasBuddy's survey the median station price ($4.09) is about 20 cents below the mean, and California ($6.26) pulls the mean up. Michigan rose 24.4 cents and Indiana 19.1 cents in a week, while North Carolina fell 15.9 cents. That is typical Midwest price cycling and refinery noise, which adds roughly ±3–5 cents of week-to-week variation in the national average. https://x.com/GasBuddyGuy/status/2109637434925277567
- [2026-09-30] Driver 5, seasonality and winter-blend switchover. Fox Business quotes De Haan that the winter-blend transition may help, but the scale of geopolitical escalation makes meaningful relief unlikely in the near term. He warns of continued volatility. Yahoo Finance reports that prices are over 40 cents higher than ever at this point in a recent election cycle. Seasonal relief is real but is being offset. https://finance.yahoo.com/energy/article/gas-prices-are-higher-than-theyve-ever-been-at-this-point-in-recent-election-cycles-185840023.html
- [2026-10-12] Demand side. OPEC cut its 2026 demand growth forecast to 400k bpd from 1.4 million bpd at the start of the year. The IEA's September report sees a 2.5 million bpd fall in 2026. Weak demand limits upside but is not a trigger. https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html
- [2026-10-12] State tax actions. De Haan's media page references Georgia's gas tax suspension, which he estimated could cut prices 25–30 cents in Georgia within a week or two. It had a small downward effect on the national average. A broader wave of suspensions before the midterms is possible but unconfirmed. https://patrickdehaan.com/media.html
- [2026-10-12] Chain of events needed for 11/3. For the average to be below $4.20, Brent would need to fall into the $80s and wholesale gasoline to drop about 15–20 cents, from a ceasefire or Hormuz deal, in roughly the next two weeks, because retail lags. For it to be above $4.50, a new Hormuz or Saudi disruption or a Gulf Coast refinery outage would need to lift wholesale by 15 cents or more by late October. With no shock, the average sits near $4.28–4.36. The 22-day window is long enough for either shock to feed through.

BOTTOM LINE: The pump price is near its wholesale equilibrium. Oil is rising on Gulf escalation, diplomacy is stalled and the winter-blend switch is only a mild downward force. The central case is flat to slightly lower, and the outcome is decided by Hormuz and Saudi headlines plus hurricane and refinery outages, with risk on both sides.

NOT FOUND: A dated RBOB futures settlement series or curve for November. A US state or federal gas-tax holiday announcement beyond Georgia. A post-10/12 Kalshi price for the 11/3 bracket. Any official statement that a Hormuz deal is imminent.
report: expert view
- [2026-10-12] The AAA national average for regular was $4.3556 on Oct 12. It was $4.3585 on Oct 11, $4.3669 on Oct 10 and $4.3718 on Oct 9. That is a slow decline from the $4.4825 peak on Sep 24. https://gasprices.aaa.com/pump-prices-keep-climbing-as-crude-oil-remains-high-2
- [2026-10-01] AAA reported $4.41 on Oct 1, down nearly 7 cents on the week, after a record September average of $4.33. Crude had dipped back into the $90s. The 2026 high is $4.56 (May 21), and the all-time record is $5.016 (2022-06-14). https://gasprices.aaa.com/national-average-dips-following-record-setting-september/
- [2026-10-09] Kalshi's AAA monthly market (KXAAAGASM) is for Oct 31. It showed P(>4.20) at 75%, P(>4.30) at 55-56% and P(>4.40) at 29%. Those odds were down 7, 12 and 22 points on the day. This is the closest liquid market to the Nov 3 date and implies a median near $4.31-4.32 for Oct 31. Volume was about $280k. https://kalshi.com/markets/kxaaagasm/us-gas-price/kxaaagasm-26oct31
- [2026-10-08] Kalshi election-day contracts (reported via CNBC on Oct 8): 87% that the AAA average is above $4.00 on Nov 3, and 42% that it is above $4.25. Spot was $4.36 at the time. So the market's implied median for Nov 3 is slightly below $4.25, i.e. mild easing. https://www.tokenpost.com/news/investing/28315
- [2026-09-14] An earlier Kalshi snapshot gave 50-50 odds of above $4.25 on Nov 3. The market has not moved much since, even though spot rose to $4.48 and then fell back. Kalshi also gave 71% for a 2026 high above $4.60, 57% above $4.80 and about 40% above $5.00. Those 2026-high contracts remain unresolved. I could not find a current quote for them. https://www.cnbc.com/2026/09/14/prediction-markets-traders-think-gas-prices-will-hit-new-highs-in-2026.html
- [2026-10-06] The EIA October STEO forecasts Brent at $105/b in 4Q26. That is $14 above the September STEO, and September's spot average was $114. The annual 2026 retail gasoline average is forecast at $3.91 (September STEO: $3.84). September's actual average was $4.35. The EIA gives no official weekly or Nov 3 figure. https://www.eia.gov/pressroom/releases/press593.php
- [2026-10-06] The October STEO's 4Q26 Brent assumption of $105 is above the roughly $90s level cited by AAA on Oct 1. This implies upside risk to pump prices relative to current crude. The EIA expects Middle East supply to recover gradually and shut-ins to fall from 4.5 mb/d in 4Q26 to 2.7 mb/d in 1Q27. https://www.eia.gov/pressroom/releases/press593.php
- [2026-09-24] Seasonality: AAA said $4.48 was the highest ever for this time of year. Typically prices fall in autumn. GasBuddy's Patrick De Haan has said pre-election declines reflect seasonality, not politics. That quote is from an older article (2024). https://gasprices.aaa.com/national-average-climbs-nearly-5-cents-since-last-week/
- [2026-09-18] Track record of past forecasts in 2026: GasBuddy's Jan outlook had a $2.97 annual average with December at $2.83. The EIA's March STEO had $3.34 for 2026, and the September STEO had $3.84. Pre-war forecasts missed badly because of the Iran war and Hormuz closure that began Feb 28. The ex-ante forecast error in this regime is large. https://www.rigzone.com/news/gasbuddy_reveals_2026_usa_gasoline_price_forecast-14-jan-2026-182765-article/
- [2026-10-12] Kalshi has been described as accurate on commodity prices (Wikipedia, citing Semafor and a Fed study), but it is also criticised and has thin liquidity in the longer-dated gas contracts. https://en.wikipedia.org/wiki/Kalshi
- [2026-09-18] Political context: Trump has said prices will fall after the election or the war. This is not a forecast of the pump price on Nov 3. https://www.livemint.com/news/us-news/us-gas-prices-near-2026-peak-with-weeks-to-go-before-midterms-11789748933988.html

BOTTOM LINE: With spot at $4.356, the Kalshi curve implies a Nov 3 median of roughly $4.20-4.30. That is a slight decline from spot, with a wide tail driven by oil and Hormuz news, and the EIA's $105 Brent assumption leans toward the upside. Typical weekly moves in this regime are about 5-15 cents.

NOT FOUND: A Kalshi or Polymarket quote on a Nov 3-specific bracket newer than Oct 8. GasBuddy or AAA/OPIS fall-2026 price forecasts. Any survey or consensus of analyst forecasts for Nov 3. A formal accuracy study of forecasts for this horizon.
report: high case
- [2026-10-12] Crude is rising again on the weekend's supply shocks. WTI was about $93.8 and Brent about $106.8, the highest in nearly two weeks. A Houthi strike on Riyadh's airport on Saturday killed 13, and two tankers were hit near Oman and Hormuz on Sunday. Gulf crude exports had recovered to 91% of prewar levels in September, but refined-product exports were only 60%. Tanker attacks threaten that recovery. https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html
- [2026-10-12] BMI's chief economist expects Brent to stay above $100 for months. He sees a US-Iran deal only by the end of Q1 2027. That is a forecast, not a confirmed outcome. It supports a high-oil scenario and contradicts any assumption of a pre-election resolution. https://oilprice.com/Latest-Energy-News/World-News/BMI-Predicts-Brent-Crude-Will-Remain-Above-100-for-Months.html
- [2026-10-12] Futures show little pump-price pressure yet. Front-month gasoline was about $3.31–3.32/gal on Oct 12. The Nov RBOB contract closed at $3.27 on Oct 9 and $3.31 on Oct 2. A rally above roughly $3.60 (the 90-day high was $3.59) would be the clearest upside signal for pump prices. Retail at $4.36 already carries about $1.05 over RBOB. https://oilprice.com/Latest-Energy-News/World-News/BMI-Predicts-Brent-Crude-Will-Remain-Above-100-for-Months.html and https://fueldataportal.com/data/rbob-gasoline-price
- [2026-10-09] Hurricane Isaias reached Category 3 and shut in about 63–72% of Gulf oil output. It made landfall near Alabama and the Florida Panhandle around Oct 9–10. The track shifted east and storm warnings were lifted. Chevron's Pascagoula refinery (about 356k b/d) and Vertex's Alabama refinery (about 466k b/d combined, 2.4% of US capacity) were the exposed assets. Their post-storm status is unconfirmed. Offshore producers were preparing to restart by Oct 12. https://www.cnbc.com/2026/10/09/hurricane-isaias-gulf-mexico-oil-refinery.html and https://news.futunn.com/en/post/1000833545/with-the-storm-s-path-shifting-eastward-and-warnings-lifted
- [2026-10-09] The upside depends on whether refineries were damaged, and analysts disagree. Enverus's Carl Larry said a refinery shutdown could lift prices "a dollar", though he said minimal impact would add only a few cents. GasBuddy's Patrick De Haan said the effect would be regional and small. Gulf Coast refineries were running at about 95% before the storm, so there is little spare capacity to cover an outage. https://www.usnews.com/news/us/articles/2026-10-09/hurricane-isaias-could-nudge-fuel-prices-higher-if-gulf-of-mexico-refineries-lose-power (search snippet only; fetch failed) and https://www.insurancebusinessmag.com/us/news/catastrophe/isaias-hits-category-3-as-gulf-oil-shutins-reach-63-and-diesel-stocks-sit-at-a-record-seasonal-low-592871.aspx
- [2026-10-09] Inventories leave little buffer. Diesel stocks are at the lowest seasonal level since EIA records began in 1982. Gulf Oil's Tom Kloza said "zero tolerance" exists for refinery losses. Jefferies said a small disruption now has outsized price effects. https://www.cnn.com/2026/10/09/economy/hurricane-isaias-oil-gas-refinery
- [2026-10-06] California is a regional upside driver. The statewide average was $6.39, within about 5 cents of its $6.44 record, and had risen about 2 cents on the week while 48 states fell. Refined-product movement through Hormuz is still constrained. The state is moving to winter-blend fuel early, which is a partial offset. https://hoodline.com/2026/10/california-gas-prices-hover-near-6-39-as-newsom-rushes-winter-fuel-early/
- [2026-10-12] There are some downward offsets to the high scenario. Goldman raised its December Brent forecast only to $90, and said geopolitics adds about $20 to the price. OPEC and the IEA see demand destruction. Trump said Russia would supply 300k tonnes of diesel immediately and announced a Russia-Ukraine "energy ceasefire" (Russia has not confirmed it, and Axios reports it may cover only refineries). https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html
- [2026-10-12] Rough sizing for a high path. Gasoline moved from $4.28 to $4.48 in the two weeks after the Sept 11 spike, with WTI above $100. Retail would need roughly +12 cents to revisit $4.48 and +20 cents to match the May 21 peak of $4.56. A Hormuz escalation with Brent well above $110 plus a refinery outage could do that within 3 weeks. A $4.60–$5.00 outcome needs a shock larger than anything seen since May. The Kalshi 2026-high odds quoted on Sept 14 (71% for $4.60, 57% for $4.80) did not play out. This is my inference from the figures above. https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html

BOTTOM LINE: The high scenario is a Brent move above $110 on Hormuz or Saudi escalation, or a Gulf refinery outage that tightens already-thin diesel and gasoline stocks. That would push the national average back to $4.48–4.60 by Nov 3. Today's signals (crude near $106 Brent, RBOB flat near $3.3) are mixed. They do not yet point to a pump-price surge, and seasonal winter-blend easing remains the main drag.

NOT FOUND: Post-landfall status of the Pascagoula and Vertex refineries. Any AAA, GasBuddy or EIA point forecast for Nov 3. A current Kalshi price for Nov 3 brackets above $4.50. AAA's own newsroom page (could not be fetched). The US News article could not be fetched; its content comes from search snippets.
report: low case
- [2026-10-06] Tom Kloza (Gulf Oil) said a seasonal drift toward slightly lower prices is likely into Election Day. He expects a price in the $4.xx range, "lower than what we're seeing today, but not dramatically lower." Any move below $4 would need a break in the war or the Strait, not seasonality alone. Sen. Lummis said she doesn't see the conflict resolving before the election. GasBuddy's De Haan says China's reduced Gulf buying limits how much worse things get. https://www.ms.now/news/gas-prices-election-day-republicans-concerned

- [2026-10-06] Supply-side signal for the low case: Kpler data show Gulf flows excluding Iran recovered to over 81% of pre-war levels in September. Middle East crude exports hit a 7-day average of 18.3 mb/d on Sep 30, against roughly 18 mb/d before the war. About 40% of exports now bypass Hormuz. Brent fell to $99.57 and WTI to $88.37 that day. The G7 announced a release of up to 100 million barrels of strategic reserves, including diesel. A further SPR release would be a downside catalyst. https://www.aljazeera.com/news/2026/10/6/hormuz-ship-attacks-surge-are-increased-oil-exports-sustainable

- [2026-10-06] Limits on the low case: at least seven tanker incidents in the week to Oct 6, and attacks on ships have increased. Aramco's CEO said rebuilding depleted inventories could take up to two years. Another security shock would quickly reverse any price drop. https://www.aljazeera.com/news/2026/10/6/hormuz-ship-attacks-surge-are-increased-oil-exports-sustainable

- [2026-10-05] WTI was about $90.05 and Brent about $101.59 on Oct 5. The Oct 12 morning prints in the earlier reports (WTI $93.62, Brent $106.62) were therefore a rebound, not a trend of falling crude. The WTI–Brent spread is wide, about $12–13. https://www.aljazeera.com/news/2026/10/5/is-iran-charging-a-toll-to-allow-oil-traffic-through-hormuz

- [2026-10-09] The November RBOB contract was quoted at about $3.27 per gallon on Oct 9, down 4 cents (-1.3%) on the day. It settles Oct 30. The 52-week high is $3.761 (May 18). This is a secondary page, and the dated quote came from an older snapshot, so treat it as indicative. Retail at $4.36 is about $1.09 over RBOB. That is a wide margin, which gives room for retail to compress if wholesale holds. https://www.investing.com/commodities/gasoline-rbob

- [2026-04-08 to 2026-04] Precedent for a fast drop: after the April 8 ceasefire, WTI fell about 16% in a day and gasoline futures about 10%. Retail then eased only slowly, from $4.16–4.17 to about $4.47 by a later reading. Experts said pump relief takes "weeks" because of refining and pass-through lags. A Hormuz deal announced in late October would therefore show up only partly by Nov 3. https://www.scrippsnews.com/us-news/gas-prices-fall-amid-us-iran-ceasefire-but-significant-relief-at-the-pump-still-weeks-away

- [2026-04-08] A past downside quant: Lipow said that if the ceasefire held, the average could dip below $4 within weeks. Zandi said $90 oil implies about $3.75 gas. Those were April views, and neither happened. They are a rough oil-to-pump map: about $90 WTI maps to $3.75–4.00 gas once pass-through completes. https://www.cbsnews.com/news/iran-ceasefire-gas-price-up-down/

- [2026-08-10] Precedent for a rapid low: Brent fell more than 7% in a week in early August on deal hopes, to about $84 on Aug 10. Then talks hardened and oil rebounded. The June 17 US-Iran memorandum on Hormuz collapsed within days. Deal-driven dips have repeatedly reversed. https://www.cnbc.com/2026/08/10/oil-prices-today-brent-wti-hormuz-trump-iran.html

- [2026-09-28] The upside shock that set the recent peak: Brent hit about $107 after Trump rejected Iran's Sept 26 proposal. That plan offered to reopen the strait within seven days in exchange for lifting sanctions and the naval blockade. The structure of that offer shows what a Hormuz deal could look like: a US-Iran swap of reopening for lifting the blockade. A revived version before Nov 3 is the main low-side trigger. https://www.aljazeera.com/economy/2026/9/28/oil-prices-surge-after-trump-rejects-irans-plan-to-reopen-strait-of-hormuz

- [2026-10-12] Diesel policy and pre-election politics: De Haan called the administration's Russia diesel deal doubtful, and most of the promised diesel would arrive after Nov 3. Executive-order diesel dye waivers and Russia deals are not gasoline levers. I found no gas-tax holiday at the federal level. https://aol.com/articles/trump-tapped-russia-lower-american-181618000.html

- [2026-10-06] Low-case arithmetic using the Kalshi and seasonal baselines in earlier reports: a $4.20 outcome would be about 16 cents below spot over 22 days. That is within 2024's seasonal drop (about 11 cents) plus a modest crude slide. Below $4.00 needs roughly a 36-cent fall. Only a credible Hormuz reopening, an SPR release or a demand shock gets there. Kloza and Kalshi's 87% odds of above $4.00 both treat that as a tail. https://www.ms.now/news/gas-prices-election-day-republicans-concerned

BOTTOM LINE: The evidence-backed low scenario is a drift to roughly $4.15–4.25 on seasonal winter-blend switching, recovering Gulf exports (Kpler: about 81% of pre-war flows) and WTI in the $80s, with a sub-$4.00 print requiring a credible Hormuz reopening or another large SPR release late in October. Pass-through lags mean even a late-October deal would only partly reach Nov 3 pump prices, and past deal-driven dips (April, June, August) have repeatedly reversed.

NOT FOUND: A current Oct 12 RBOB futures curve (the quote found was dated Oct 9 and from a secondary page). Any Nov 3-specific market quote newer than Oct 8. A scheduled Iran talks or SPR announcement date inside the window. AAA's own data tables.
asknews 6 hot + 10 archive · 14472 chars · 4.0s
AskNews bundle (as the forecaster read it)
10 AskNews articles (newest first; 6 from the last 48 h, 10 from the archive). Summaries are AskNews's own; dates are publication dates.

[2026-10-12] French Gas Reference Price to Rise 6.6% in November, Affecting 6 Million Households
La Voix du Nord — https://www.lavoixdunord.fr/1745504/article/2026-10-12/une-hausse-d-environ-135-euros-en-2026-le-prix-de-reference-du-gaz-va-encore
  - According to the Commission de régulation de l'énergie (CRE), the French gas reference price (PRVG) will increase by 6.6% on November 1, 2026, due to higher market prices in September which averaged 194.90 euros per megawatt-hour.
  - This adjustment affects approximately 6 million households, representing 60% of residential gas subscribers with offers indexed to the PRVG.
  - The CRE estimates the annual 2026 bill for these households will be 11% higher than in 2025, amounting to an average increase of approximately 135 euros.
  - Specifically, consumers with indexed offers can expect an average increase of 12 euros in their November bill.
  - The price surge is attributed to the TTF Dutch index, Europe's gas reference, which has risen from 31.47 euros/MWh on February 27, 2026, to 82.76 euros/MWh for November contracts since the start of the Gulf War.

[2026-10-12] French Gas Prices to Rise 6.6% in November, CRE Announces
Ouest France — https://www.ouest-france.fr/economie/energie/gaz-naturel/les-prix-du-gaz-vont-une-nouvelle-fois-augmenter-au-1er-novembre-annonce-la-commission-de-regulation-de-lenergie-952c1b72-c61f-11f1-bba2-d026901fbfe4
  - On October 12, 2026, the Commission de régulation de l'énergie (CRE) announced that gas prices in France will rise again on November 1, 2026.
  - The 'prix repère de vente de gaz' (PRVG), a reference price used by suppliers and consumers, will be set at an average of 194.90 € per megawatthour (MWh), representing a 6.6% increase due to higher market prices in September.
  - For consumers with offers indexed to this reference price, the monthly bill is expected to rise by approximately 12 € on average.
  - This increase does not affect the approximately 40% of residential gas consumers who signed fixed-price offers by the end of 2025.
  - The CRE estimates that the total annual gas bill for 2026 could be 11% higher than in 2025, amounting to an increase of roughly 135 € TTC, assuming market conditions remain relatively stable through the end of the year.

[2026-09-21] Trump Faces Backlash as Gas Prices Hit $4.48 Amid U.S.-Iran War
newsweek.com — https://newsweek.com/trump-gas-prices-problem-conversation-12466497
  - As the U.S. approaches the November 2026 midterm elections, gas prices have climbed to a national average of $4.48 per gallon, reigniting political debate regarding President Donald Trump's economic record.
  - Despite Trump's previous assertions that prices would 'come tumbling down,' the increase is occurring amid the U.S.-Iran war, which has contributed to global energy market uncertainty.
  - Trump has defended the higher costs as a 'small price to pay for a non-nuclear Iran,' claiming prices will fall swiftly once the conflict ends.
  - In California, drivers are paying the highest price in the U.S. at a statewide average of $6.19 per gallon, according to the American Automobile Association (AAA).
  - While some Newsweek readers argue that inflation-adjusted comparisons show today's prices are roughly 15 cents cheaper than the 2022 Biden average of $4.52, a Fox News poll indicates that 61 percent of voters view gas prices as a major problem.
  - Additionally, rising diesel costs have caused a rift with Trump's support base among farmers and ranchers, with the president's approval rating described as 'underwater' in major farm states just weeks before the midterms.

[2026-09-18] U.S. Fuel Prices Near 2026 Peaks Amid Rising Costs and Upcoming Midterms
Dostor — https://www.dostor.org/5706317
  - According to NBC News, U.S. fuel prices approached their highest levels of 2026 on Friday, with the national average rising by 3 cents to reach $4.46 per gallon.
  - This figure is only 10 cents below the year's peak of $4.56 recorded on May 21, 2026, and remains close to the all-time high of $5.01 per gallon set in June 2022 following the Russian invasion of Ukraine.
  - Fuel prices have exceeded the $5.00 threshold in at least six states, with California recording the highest price in the nation at $6.11 per gallon, while Michigan, Utah, and Illinois were nearing that mark.
  - The article attributes a 50% national increase in fuel prices since February 28, 2026, to the military attack launched by the United States and Israel against Iran.
  - Meanwhile, diesel prices have reached new daily records, surpassing the $6.00 barrier for the first time on September 11, 2026.
  - The national average for diesel rose by 5 cents overnight to $6.44 per gallon, representing a 71% increase since the start of the conflict with Iran.
  - These rising energy costs are becoming a critical issue ahead of the U.S. midterm elections scheduled for November 2026, which will determine the composition of the House of Representatives and the Senate for the subsequent two years.

[2026-09-18] US Gas Prices Near 2026 Peak Amid Iran Conflict and Election Pressure
mint — https://www.livemint.com/news/us-news/us-gas-prices-near-2026-peak-with-weeks-to-go-before-midterms-11789748933988.html
  - On September 18, 2026, US gasoline prices are nearing their 2026 peak as the November midterm elections approach and the Iran conflict disrupts global energy markets.
  - According to AAA Gas Prices, the national average for regular gasoline reached $4.46 per gallon on Friday, just 10 cents below the year's high of $4.56 recorded on May 21.
  - This is also approaching the record national average of roughly $5.01 reached in June 2022 after Russia's invasion of Ukraine.
  - Recent data from AAA showed the national average at $4.44 per gallon on September 17, up nearly 50% from the level before the Iran war began.
  - Crude oil prices have climbed with Brent crude recently moving above $100 a barrel, and uncertainty surrounding the Strait of Hormuz has added to concerns about global supplies.
  - The national diesel average reached about $6.40-$6.44 per gallon, depending on the day's data, after crossing $6 earlier in September.
  - President Donald Trump has previously said oil prices would fall sharply after the election and has pledged that gasoline could eventually drop below $2 a gallon, though current market conditions offer little immediate relief.
  - Higher gasoline prices directly increase the cost of driving for American households, while elevated diesel prices can feed into transportation, food, and other consumer costs.

[2026-09-14] Prediction Markets Forecast New 2026 Gas Price Highs Amid Oil Surge
CNBC — https://www.cnbc.com/2026/09/14/prediction-markets-traders-think-gas-prices-will-hit-new-highs-in-2026.html
  - According to prediction market traders on Kalshi, U.S. gas prices are expected to reach new yearly highs in 2026 due to rising oil prices driven by escalating tensions between the U.S. and Iran, which threaten the Strait of Hormuz.
  - On Kalshi, there is a 71% odds that gas prices will cross $4.60 per gallon, surpassing the prior peak of $4.56 recorded on May 21, according to AAA's national average.
  - Additionally, traders assign 57% odds to prices topping $4.80 per gallon and just over a 40% chance they will cross $5.00, a level last reached in June 2022.
  - Contracts on the platform are resolved using AAA data.
  - U.S. oil prices have risen above $100 per barrel, with Western Texas Intermediate crude futures hitting more than $103 per barrel, up 3.5% on Monday.
  - Traders also estimate a 50-50 chance that gas prices will remain above $4.25 per gallon on election day, Nov. 3.
  - The article notes a commercial relationship between CNBC and Kalshi.

[2026-09-11] Opinion: Rising Energy Costs and Inflation Threaten Republican Midterm Victory (opinion)
The Globe and Mail — https://www.theglobeandmail.com/business/commentary/article-us-midterm-elections-rising-pump-prices-inflation-and-bond-yields/
  - According to an opinion piece in The Globe and Mail, rising energy costs and inflation are creating a 'perfect recipe' for a Republican defeat in the November 2026 U.S. midterm elections.
  - The article, published on September 11, 2026, draws parallels between current economic conditions and the 1970s oil shocks that contributed to Jimmy Carter's defeat by Ronald Reagan.
  - At the time of writing, the national average for regular gas reached US$4.30 a gallon, up US$1.10 over a year, while diesel hit a record US$6 a gallon, a two-thirds increase from US$3.70 a year ago, with California prices reaching almost US$8.
  - The author attributes the surge to President Donald Trump's decision to attack Iran on Feb. 28, 2026, which led to Iran shutting the Strait of Hormuz.
  - This caused Brent crude to hit US$126 a barrel in the spring and trade at about US$104 on Friday, a one-year gain of 57 per cent.
  - Additionally, the U.S. Federal Reserve is expected to raise interest rates by 0.25 of a percentage point, and mortgage rates are likely to rise.
  - The article claims that polls indicate Republicans will lose the House of Representatives, though the Senate remains uncertain, leading to Trump's promise of a 'dubious US$5,000 dividend' to voters.

[2026-08-13] U.S. Fuel Prices Hit Record Seasonal Highs Amid Global Conflicts
TribLIVE — https://triblive.com/news/world/americans-have-never-paid-this-much-for-fuel-so-late-in-the-year/
  - According to the American Automobile Association, U.S. gasoline and diesel prices have reached record seasonal highs in the second week of August 2026, with drivers paying an average of $4.00 per gallon for gas and $5.40 per gallon for diesel.
  - This marks the first time these prices have occurred this late in the year, compared to $3.20 for gas and $3.70 for diesel during the same period last year.
  - The U.S. Department of Energy forecasts that gasoline will average $4.00 per gallon for the current quarter before dropping to $3.72 in the fourth quarter, while diesel is expected to fall just below $5.00 by year-end, representing a major upward revision from a month ago.
  - Government data indicates U.S. gasoline inventories are at their lowest levels since November 2025, with New York and New Jersey at lows since November 2024.
  - The article attributes these sustained high prices to the ongoing U.S. war on Iran and the Russia-Ukraine conflict, which are crimping global crude oil supplies.
  - Additionally, fuel makers are maximizing diesel production, potentially capping gasoline inventories as refineries shift output.
  - While prices remain below wartime peaks and July U.S. inflation data showed a two-month decline in energy costs due to a collapsed U.S.-Iran ceasefire, soaring fuel costs are expected to be a key issue for drivers and politicians ahead of the November mid-term elections.

[2026-06-24] Poll: Two-Thirds of Voters Say Gas Prices Will Shape November Vote Amid Iran Conflict
WFMZ.com — https://www.wfmz.com/news/poll-two-thirds-say-gas-prices-will-shape-their-november-vote/article_15718fd6-2a36-56c2-a0c3-52ba48919463.html
  - A new national poll conducted by Noble Predictive Insights for The Center Square from June 1-4, 2026, reveals that 66% of registered American voters say gas prices will influence their November vote, with 37% stating it is 'very likely.' According to the poll, 49% of voters blame wars and conflicts affecting global oil markets for elevated prices, while 8% blame federal government policies and 9% blame oil and gas companies.
  - Americans have paid an estimated $61.8 billion in extra fuel costs since the U.S. conflict with Iran began, amounting to approximately $471 per household, according to Brown University's Iran War Energy Cost Tracker.
  - The poll found that Democrats (81%) were more likely than Republicans (53%) and true independents (56%) to say gas prices would influence their vote.
  - Among voters earning less than $50,000 annually, 69% said prices would influence their ballot choice.
  - The conflict, dubbed 'Operation Epic Fury,' began in February 2026, causing gas prices to rise from about $3 a gallon to a peak of $4.50, according to AAA, while Brent crude rose from $71 to $124 a barrel before falling to $74, according to the U.S. Energy Information Administration.
  - As of Wednesday, the national average gas price was $3.92 per gallon, down from $4.53 a month ago.
  - Desmond Lachman of the American Enterprise Institute noted that while voters connect the war to higher prices, this perception may hurt President Trump if voters view the conflict as a 'war of choice.' Conversely, the White House, via spokeswoman Taylor Rogers, claimed Trump predicted the disruptions and that prices will fall once the Iran conflict is resolved.
  - Overall consumer prices rose 4.2% over the past year through May 2026, according to Bureau of Labor Statistics data, with ground beef rising 22% and ground coffee jumping 35% since January 2025.
  - The poll surveyed 2,585 registered voters with a margin of error of plus or minus 1.93%.

[2026-06-09] Trump Downplays Fuel Prices Amid War-Driven Inflation Surge
The Guardian — https://www.theguardian.com/business/2026/jun/09/trump-gas-prices-not-very-high
  - On June 09, 2026, President Donald Trump claimed US fuel prices are 'not very high, relatively speaking' despite a national average of $4.16 per gallon reported by AAA, which remains about $1 higher than the previous year.
  - This surge in costs follows the start of the US-Israel war on Iran in late February, which led to the effective closure of the Hormuz strait, a critical passageway for 20% of global oil trade.
  - While Trump stated the administration is releasing oil from the strait, prices remain significantly higher than pre-war levels.
  - The sharp increase in energy prices drove inflation to 3.8% last month, the highest since 2023, and Moody's Analytics estimates the war has cost American households approximately $100bn.
  - These economic pressures are impacting voter sentiment ahead of the November midterm elections.
  - Additionally, the Bureau of Labor Statistics is set to release May inflation estimates on Wednesday, which will influence the Federal Reserve's upcoming meeting led by new chair Kevin Warsh.
Cross-market signals
## Prediction markets on this question (Polymarket)
- RELATED (different resolution, context only): "Will Iran target the United Arab Emirates by November 30, 2026?" → Yes: 0.41, Volume: $545 — Iran conflict with UAE could affect oil prices and gasoline; indirect context only.

Evidence Synthesis ?s · 0 items

Forecast 52.89s · claude-opus-5-5

Rationale

(0) AAA showed $4.3556 on Oct 12. The Nov 3 value is not yet known. A secondary AAA release put the national average at $4.35 for the week. (a) About 22 days remain. That is long enough for wholesale moves to pass through to retail, but a late-October deal or shock would only partly reach the pump by Nov 3. (b) If nothing changes, the price stays near $4.35. Wholesale RBOB of about $3.27–3.31 plus a roughly $1.05–1.09 spread for taxes and margin is about at equilibrium, perhaps leaving slight room for margins to compress. (c) The recent trend is a slow slide from $4.48 on Sep 24, now flattening, but crude rebounded on Oct 12 (Brent about $106.6). Extending the gentle slide plus seasonal winter-blend easing of about 3–11 cents in prior years gives roughly $4.25–4.30. (d) Kalshi on Oct 8 gave 42% for above $4.25 on Nov 3 and 87% for above $4.00, which implies a median near $4.22–4.24. That quote is from before the crude rebound, so I shade it up. Kloza reportedly expects slightly lower but not dramatically, and the EIA's $105 Q4 Brent assumption leans upward. (e) Low case near $4.05: the Hormuz diplomacy that was floated in late September revives, Brent drops into the $80s, and winter blend plus margin compression pull retail down 30 cents or more. Repeated reversals of past deals make this a tail outcome. (f) High case near $4.55: Houthi or Saudi escalation and tanker strikes push Brent above $110, or a Gulf refinery outage hits already thin inventories. That could return the average to the September peak of $4.48 or the May high of $4.56 or beyond. I set the median at about $4.29 with wide tails reflecting 2026's moves of 10–25 cents per week, and essentially no mass outside $3.50–6.00.
Evidence brief shown to forecaster
## Tool outputs

### resolution_source (SUCCESS)
RESOLUTION SOURCE (the page the question resolves on — treat as the status-quo anchor):
  Current state: The AAA homepage shows a national average of $4.3556 for regular gasoline as of 10/12/26. That is slightly down from $4.3585 yesterday and $4.3653 a week ago, and up from $4.3104 a month ago and $3.0833 a year ago. Diesel is at $6.2665.
  Last updated: 2026-10-12 | already resolved: unclear | page matches criteria: True
  Note: The resolution date, Nov 3, 2026, is about 3 weeks away. Prices have been roughly flat to slightly falling over the past week, around $4.36. The page showed the price to 4 decimals ($4.3556), while AAA usually shows 3, so the value may be rounded when the question resolves. The linked news article was not fetched.
  Fetched: fetch: https://gasprices.aaa.com (HTTP 403)
  Fetched: fetch: https://gasprices.aaa.com/pump-prices-keep-climbing-as-crude-oil-remains-high-2 (HTTP 403)
  Fetched: render_url: https://gasprices.aaa.com (HTTP 200)

### fred_data (SUCCESS)
FRED macroeconomic data:
  GASREGW: 4.3540 (as of 2026-10-05, YoY change: +0.3530)
  DCOILWTICO: 96.2400 (as of 2026-10-06, YoY change: -0.7300)
  DCOILBRENTEU: 125.4400 (as of 2026-10-06, YoY change: +9.2900)

### code_execution (SUCCESS)
Code execution (Empirical distribution of 3-week national gas price changes and Oct-to-Nov seasonal drift, applied to the current AAA price.):
  Output:
  compute from fred_data output

## Prediction markets on this question (Polymarket)
- RELATED (different resolution, context only): "Will Iran target the United Arab Emirates by November 30, 2026?" → Yes: 0.41, Volume: $545 — Iran conflict with UAE could affect oil prices and gasoline; indirect context only.
Raw forecast prompt
You are an elite superforecaster. Produce a probability distribution over the answer to this Metaculus numeric question.

## Question
What will the United States national average gas price be on November 3, 2026?

## Description / Resolution Criteria
## Description
AAA:[Pump Prices Keep Climbing as Crude Oil Remains High](https://gasprices.aaa.com/pump-prices-keep-climbing-as-crude-oil-remains-high-2)

`{"format": "bot_tournament_question", "info": {"hash_id": "48d99064570b0fe1", "sheet_id": "21"}}`

## Resolution Criteria
This question will resolve as the [AAA](https://gasprices.aaa.com) national average retail price for a gallon of regular gasoline on November 3, 2026.

## Range
The question's displayed range is [3.5, 6] (units: $).
The LOWER bound is OPEN: outcomes below 3.5 are possible and resolve as "below range".
The UPPER bound is OPEN: outcomes above 6 are possible and resolve as "above range".
Where a bound is open, your percentiles MAY lie outside the displayed range — the range is where the question author expects most of the mass, not a constraint on the answer. Do not compress your distribution to fit inside it.

## Research tool outputs (raw; the resolution-source read is the status-quo anchor)
## Tool outputs

### resolution_source (SUCCESS)
RESOLUTION SOURCE (the page the question resolves on — treat as the status-quo anchor):
  Current state: The AAA homepage shows a national average of $4.3556 for regular gasoline as of 10/12/26. That is slightly down from $4.3585 yesterday and $4.3653 a week ago, and up from $4.3104 a month ago and $3.0833 a year ago. Diesel is at $6.2665.
  Last updated: 2026-10-12 | already resolved: unclear | page matches criteria: True
  Note: The resolution date, Nov 3, 2026, is about 3 weeks away. Prices have been roughly flat to slightly falling over the past week, around $4.36. The page showed the price to 4 decimals ($4.3556), while AAA usually shows 3, so the value may be rounded when the question resolves. The linked news article was not fetched.
  Fetched: fetch: https://gasprices.aaa.com (HTTP 403)
  Fetched: fetch: https://gasprices.aaa.com/pump-prices-keep-climbing-as-crude-oil-remains-high-2 (HTTP 403)
  Fetched: render_url: https://gasprices.aaa.com (HTTP 200)

### fred_data (SUCCESS)
FRED macroeconomic data:
  GASREGW: 4.3540 (as of 2026-10-05, YoY change: +0.3530)
  DCOILWTICO: 96.2400 (as of 2026-10-06, YoY change: -0.7300)
  DCOILBRENTEU: 125.4400 (as of 2026-10-06, YoY change: +9.2900)

### code_execution (SUCCESS)
Code execution (Empirical distribution of 3-week national gas price changes and Oct-to-Nov seasonal drift, applied to the current AAA price.):
  Output:
  compute from fred_data output

## Prediction markets on this question (Polymarket)
- RELATED (different resolution, context only): "Will Iran target the United Arab Emirates by November 30, 2026?" → Yes: 0.41, Volume: $545 — Iran conflict with UAE could affect oil prices and gasoline; indirect context only.

## Question dates and conventions
Dates: opened 2026-10-12; forecasting closes 2026-10-13; resolves 2026-11-04. Only events AFTER the open date can satisfy the criteria; assume the event has NOT happened unless a source shows it has. A question phrased 'before <date>' or 'by <date>' asks whether it happens between now and that date. The deadline for the outcome is the RESOLUTION date, not the close date.

## Recent news (AskNews, raw article summaries, newest first — read these directly)
10 AskNews articles (newest first; 6 from the last 48 h, 10 from the archive). Summaries are AskNews's own; dates are publication dates.

[2026-10-12] French Gas Reference Price to Rise 6.6% in November, Affecting 6 Million Households
La Voix du Nord — https://www.lavoixdunord.fr/1745504/article/2026-10-12/une-hausse-d-environ-135-euros-en-2026-le-prix-de-reference-du-gaz-va-encore
  - According to the Commission de régulation de l'énergie (CRE), the French gas reference price (PRVG) will increase by 6.6% on November 1, 2026, due to higher market prices in September which averaged 194.90 euros per megawatt-hour.
  - This adjustment affects approximately 6 million households, representing 60% of residential gas subscribers with offers indexed to the PRVG.
  - The CRE estimates the annual 2026 bill for these households will be 11% higher than in 2025, amounting to an average increase of approximately 135 euros.
  - Specifically, consumers with indexed offers can expect an average increase of 12 euros in their November bill.
  - The price surge is attributed to the TTF Dutch index, Europe's gas reference, which has risen from 31.47 euros/MWh on February 27, 2026, to 82.76 euros/MWh for November contracts since the start of the Gulf War.

[2026-10-12] French Gas Prices to Rise 6.6% in November, CRE Announces
Ouest France — https://www.ouest-france.fr/economie/energie/gaz-naturel/les-prix-du-gaz-vont-une-nouvelle-fois-augmenter-au-1er-novembre-annonce-la-commission-de-regulation-de-lenergie-952c1b72-c61f-11f1-bba2-d026901fbfe4
  - On October 12, 2026, the Commission de régulation de l'énergie (CRE) announced that gas prices in France will rise again on November 1, 2026.
  - The 'prix repère de vente de gaz' (PRVG), a reference price used by suppliers and consumers, will be set at an average of 194.90 € per megawatthour (MWh), representing a 6.6% increase due to higher market prices in September.
  - For consumers with offers indexed to this reference price, the monthly bill is expected to rise by approximately 12 € on average.
  - This increase does not affect the approximately 40% of residential gas consumers who signed fixed-price offers by the end of 2025.
  - The CRE estimates that the total annual gas bill for 2026 could be 11% higher than in 2025, amounting to an increase of roughly 135 € TTC, assuming market conditions remain relatively stable through the end of the year.

[2026-09-21] Trump Faces Backlash as Gas Prices Hit $4.48 Amid U.S.-Iran War
newsweek.com — https://newsweek.com/trump-gas-prices-problem-conversation-12466497
  - As the U.S. approaches the November 2026 midterm elections, gas prices have climbed to a national average of $4.48 per gallon, reigniting political debate regarding President Donald Trump's economic record.
  - Despite Trump's previous assertions that prices would 'come tumbling down,' the increase is occurring amid the U.S.-Iran war, which has contributed to global energy market uncertainty.
  - Trump has defended the higher costs as a 'small price to pay for a non-nuclear Iran,' claiming prices will fall swiftly once the conflict ends.
  - In California, drivers are paying the highest price in the U.S. at a statewide average of $6.19 per gallon, according to the American Automobile Association (AAA).
  - While some Newsweek readers argue that inflation-adjusted comparisons show today's prices are roughly 15 cents cheaper than the 2022 Biden average of $4.52, a Fox News poll indicates that 61 percent of voters view gas prices as a major problem.
  - Additionally, rising diesel costs have caused a rift with Trump's support base among farmers and ranchers, with the president's approval rating described as 'underwater' in major farm states just weeks before the midterms.

[2026-09-18] U.S. Fuel Prices Near 2026 Peaks Amid Rising Costs and Upcoming Midterms
Dostor — https://www.dostor.org/5706317
  - According to NBC News, U.S. fuel prices approached their highest levels of 2026 on Friday, with the national average rising by 3 cents to reach $4.46 per gallon.
  - This figure is only 10 cents below the year's peak of $4.56 recorded on May 21, 2026, and remains close to the all-time high of $5.01 per gallon set in June 2022 following the Russian invasion of Ukraine.
  - Fuel prices have exceeded the $5.00 threshold in at least six states, with California recording the highest price in the nation at $6.11 per gallon, while Michigan, Utah, and Illinois were nearing that mark.
  - The article attributes a 50% national increase in fuel prices since February 28, 2026, to the military attack launched by the United States and Israel against Iran.
  - Meanwhile, diesel prices have reached new daily records, surpassing the $6.00 barrier for the first time on September 11, 2026.
  - The national average for diesel rose by 5 cents overnight to $6.44 per gallon, representing a 71% increase since the start of the conflict with Iran.
  - These rising energy costs are becoming a critical issue ahead of the U.S. midterm elections scheduled for November 2026, which will determine the composition of the House of Representatives and the Senate for the subsequent two years.

[2026-09-18] US Gas Prices Near 2026 Peak Amid Iran Conflict and Election Pressure
mint — https://www.livemint.com/news/us-news/us-gas-prices-near-2026-peak-with-weeks-to-go-before-midterms-11789748933988.html
  - On September 18, 2026, US gasoline prices are nearing their 2026 peak as the November midterm elections approach and the Iran conflict disrupts global energy markets.
  - According to AAA Gas Prices, the national average for regular gasoline reached $4.46 per gallon on Friday, just 10 cents below the year's high of $4.56 recorded on May 21.
  - This is also approaching the record national average of roughly $5.01 reached in June 2022 after Russia's invasion of Ukraine.
  - Recent data from AAA showed the national average at $4.44 per gallon on September 17, up nearly 50% from the level before the Iran war began.
  - Crude oil prices have climbed with Brent crude recently moving above $100 a barrel, and uncertainty surrounding the Strait of Hormuz has added to concerns about global supplies.
  - The national diesel average reached about $6.40-$6.44 per gallon, depending on the day's data, after crossing $6 earlier in September.
  - President Donald Trump has previously said oil prices would fall sharply after the election and has pledged that gasoline could eventually drop below $2 a gallon, though current market conditions offer little immediate relief.
  - Higher gasoline prices directly increase the cost of driving for American households, while elevated diesel prices can feed into transportation, food, and other consumer costs.

[2026-09-14] Prediction Markets Forecast New 2026 Gas Price Highs Amid Oil Surge
CNBC — https://www.cnbc.com/2026/09/14/prediction-markets-traders-think-gas-prices-will-hit-new-highs-in-2026.html
  - According to prediction market traders on Kalshi, U.S. gas prices are expected to reach new yearly highs in 2026 due to rising oil prices driven by escalating tensions between the U.S. and Iran, which threaten the Strait of Hormuz.
  - On Kalshi, there is a 71% odds that gas prices will cross $4.60 per gallon, surpassing the prior peak of $4.56 recorded on May 21, according to AAA's national average.
  - Additionally, traders assign 57% odds to prices topping $4.80 per gallon and just over a 40% chance they will cross $5.00, a level last reached in June 2022.
  - Contracts on the platform are resolved using AAA data.
  - U.S. oil prices have risen above $100 per barrel, with Western Texas Intermediate crude futures hitting more than $103 per barrel, up 3.5% on Monday.
  - Traders also estimate a 50-50 chance that gas prices will remain above $4.25 per gallon on election day, Nov. 3.
  - The article notes a commercial relationship between CNBC and Kalshi.

[2026-09-11] Opinion: Rising Energy Costs and Inflation Threaten Republican Midterm Victory (opinion)
The Globe and Mail — https://www.theglobeandmail.com/business/commentary/article-us-midterm-elections-rising-pump-prices-inflation-and-bond-yields/
  - According to an opinion piece in The Globe and Mail, rising energy costs and inflation are creating a 'perfect recipe' for a Republican defeat in the November 2026 U.S. midterm elections.
  - The article, published on September 11, 2026, draws parallels between current economic conditions and the 1970s oil shocks that contributed to Jimmy Carter's defeat by Ronald Reagan.
  - At the time of writing, the national average for regular gas reached US$4.30 a gallon, up US$1.10 over a year, while diesel hit a record US$6 a gallon, a two-thirds increase from US$3.70 a year ago, with California prices reaching almost US$8.
  - The author attributes the surge to President Donald Trump's decision to attack Iran on Feb. 28, 2026, which led to Iran shutting the Strait of Hormuz.
  - This caused Brent crude to hit US$126 a barrel in the spring and trade at about US$104 on Friday, a one-year gain of 57 per cent.
  - Additionally, the U.S. Federal Reserve is expected to raise interest rates by 0.25 of a percentage point, and mortgage rates are likely to rise.
  - The article claims that polls indicate Republicans will lose the House of Representatives, though the Senate remains uncertain, leading to Trump's promise of a 'dubious US$5,000 dividend' to voters.

[2026-08-13] U.S. Fuel Prices Hit Record Seasonal Highs Amid Global Conflicts
TribLIVE — https://triblive.com/news/world/americans-have-never-paid-this-much-for-fuel-so-late-in-the-year/
  - According to the American Automobile Association, U.S. gasoline and diesel prices have reached record seasonal highs in the second week of August 2026, with drivers paying an average of $4.00 per gallon for gas and $5.40 per gallon for diesel.
  - This marks the first time these prices have occurred this late in the year, compared to $3.20 for gas and $3.70 for diesel during the same period last year.
  - The U.S. Department of Energy forecasts that gasoline will average $4.00 per gallon for the current quarter before dropping to $3.72 in the fourth quarter, while diesel is expected to fall just below $5.00 by year-end, representing a major upward revision from a month ago.
  - Government data indicates U.S. gasoline inventories are at their lowest levels since November 2025, with New York and New Jersey at lows since November 2024.
  - The article attributes these sustained high prices to the ongoing U.S. war on Iran and the Russia-Ukraine conflict, which are crimping global crude oil supplies.
  - Additionally, fuel makers are maximizing diesel production, potentially capping gasoline inventories as refineries shift output.
  - While prices remain below wartime peaks and July U.S. inflation data showed a two-month decline in energy costs due to a collapsed U.S.-Iran ceasefire, soaring fuel costs are expected to be a key issue for drivers and politicians ahead of the November mid-term elections.

[2026-06-24] Poll: Two-Thirds of Voters Say Gas Prices Will Shape November Vote Amid Iran Conflict
WFMZ.com — https://www.wfmz.com/news/poll-two-thirds-say-gas-prices-will-shape-their-november-vote/article_15718fd6-2a36-56c2-a0c3-52ba48919463.html
  - A new national poll conducted by Noble Predictive Insights for The Center Square from June 1-4, 2026, reveals that 66% of registered American voters say gas prices will influence their November vote, with 37% stating it is 'very likely.' According to the poll, 49% of voters blame wars and conflicts affecting global oil markets for elevated prices, while 8% blame federal government policies and 9% blame oil and gas companies.
  - Americans have paid an estimated $61.8 billion in extra fuel costs since the U.S. conflict with Iran began, amounting to approximately $471 per household, according to Brown University's Iran War Energy Cost Tracker.
  - The poll found that Democrats (81%) were more likely than Republicans (53%) and true independents (56%) to say gas prices would influence their vote.
  - Among voters earning less than $50,000 annually, 69% said prices would influence their ballot choice.
  - The conflict, dubbed 'Operation Epic Fury,' began in February 2026, causing gas prices to rise from about $3 a gallon to a peak of $4.50, according to AAA, while Brent crude rose from $71 to $124 a barrel before falling to $74, according to the U.S. Energy Information Administration.
  - As of Wednesday, the national average gas price was $3.92 per gallon, down from $4.53 a month ago.
  - Desmond Lachman of the American Enterprise Institute noted that while voters connect the war to higher prices, this perception may hurt President Trump if voters view the conflict as a 'war of choice.' Conversely, the White House, via spokeswoman Taylor Rogers, claimed Trump predicted the disruptions and that prices will fall once the Iran conflict is resolved.
  - Overall consumer prices rose 4.2% over the past year through May 2026, according to Bureau of Labor Statistics data, with ground beef rising 22% and ground coffee jumping 35% since January 2025.
  - The poll surveyed 2,585 registered voters with a margin of error of plus or minus 1.93%.

[2026-06-09] Trump Downplays Fuel Prices Amid War-Driven Inflation Surge
The Guardian — https://www.theguardian.com/business/2026/jun/09/trump-gas-prices-not-very-high
  - On June 09, 2026, President Donald Trump claimed US fuel prices are 'not very high, relatively speaking' despite a national average of $4.16 per gallon reported by AAA, which remains about $1 higher than the previous year.
  - This surge in costs follows the start of the US-Israel war on Iran in late February, which led to the effective closure of the Hormuz strait, a critical passageway for 20% of global oil trade.
  - While Trump stated the administration is releasing oil from the strait, prices remain significantly higher than pre-war levels.
  - The sharp increase in energy prices drove inflation to 3.8% last month, the highest since 2023, and Moody's Analytics estimates the war has cost American households approximately $100bn.
  - These economic pressures are impacting voter sentiment ahead of the November midterm elections.
  - Additionally, the Bureau of Labor Statistics is set to release May inflation estimates on Wednesday, which will influence the Federal Reserve's upcoming meeting led by new chair Kevin Warsh.

## Research reports (one per dimension: web search + page reads, dated, with sources)
### CURRENT STATE
- [2026-10-12] AAA's own page, rendered on 10/12/26, shows the regular-gasoline national average at $4.3556. The figures behind it: yesterday $4.3585, week ago $4.3653, month ago $4.3104, year ago $3.0833. The same page lists diesel at $6.2665. AAA's record high for regular is $5.0165 (6/14/22). https://gasprices.aaa.com/
- [2026-10-08] AAA's weekly release said the national average dropped 5 cents on the week to $4.36. It called this the highest ever for this time of year and the first October above $4. Crude had dipped into the $80s for several days and was back above $90. https://newsroom.aaa.com/2026/10/pump-prices-remain-at-record-highs-for-autumn/
- [2026-10-01] AAA's weekly release put the average at $4.4137, down nearly 7 cents from $4.4825 a week earlier. A year earlier was $3.1605. The September average was $4.33, a record for the month. https://gasprices.aaa.com/national-average-dips-following-record-setting-september/
- [2026-09-24] AAA's weekly release put the average at $4.4825, which is near the 2026 peak. https://gasprices.aaa.com/national-average-climbs-nearly-5-cents-since-last-week/
- [2026-09-17] AAA's weekly release put the average at $4.4386, up from $4.2770 a week earlier. WTI settled at $102.43 that week. 2026's peak is $4.56 on May 21. https://gasprices.aaa.com/pump-prices-keep-climbing-as-crude-oil-remains-high-2/
- [2026-10-12] Trajectory: the average rose to about $4.48 on 9/24, then slid to about $4.36 by 10/5–10/12. It is flat over the last week, with a decline of about 1 cent from 10/5 to 10/12. It is up about 4.5 cents from a month ago and about $1.27 above last year. https://gasprices.aaa.com/
- [2026-10-12] GasBuddy's weekly survey puts its own national average at $4.29, down 0.4 cents on the week. This is a different series from AAA's and runs about 6 cents lower. More states fell than rose. Diesel fell 5.9 cents to $6.248. https://nottinghammd.com/2026/10/12/us-gas-prices-hold-steady-as-geopolitical-tensions-and-crude-costs-surge/
- [2026-10-12] Early trading that day had WTI up $1.77 to $93.62 and Brent up $1.89 to $106.62. Gasoline inventories were about 6% below the five-year average, and refinery utilization was 92.7%. GasBuddy cited hurricane season and geopolitical uncertainty as risks. https://nottinghammd.com/2026/10/12/us-gas-prices-hold-steady-as-geopolitical-tensions-and-crude-costs-surge/
- [2026-10-08] Finder's weekly series (AAA-based) shows $4.39 on 10/8 versus $4.43 on 10/1. 2026's weekly high was $4.55 on May 21. The pre-war level was $2.96 on Feb 26. https://www.finder.com/economics/gas-prices
- [2026-09-14] CNBC reported Kalshi traders at roughly even odds that gas stays above $4.25 on Nov 3. Kalshi contracts resolve on AAA data. This was before the October dip. https://www.cnbc.com/2026/09/14/prediction-markets-traders-think-gas-prices-will-hit-new-highs-in-2026.html
- Release timing: the AAA site updates daily (the 10/12 figure is dated 10/12). AAA's weekly newsroom release comes out on Thursdays (next: Oct 15, 22, 29). The Nov 3 value will be the daily figure shown for Nov 3, and the question resolves on Nov 4.
- Seasonal context: AAA Oregon/Idaho notes that prices usually fall in the fall with the winter-blend switch. They typically bottom between late fall and early winter. https://info.oregon.aaa.com/quiet-week-for-pump-prices-but-a-volatile-one-for-crude-oil-prices/

BOTTOM LINE: The latest AAA national average is $4.3556 (10/12/26). That is about 12 cents below the 9/24 level of $4.48 and about 20 cents below the $4.56 peak. Crude is volatile ($90+ WTI, Brent above $100) amid the Iran/Hormuz conflict, while seasonal winter-blend pressure points down.

NOT FOUND: AAA's data API or CSV, and an AAA daily history table. The AAA newsroom page could not be fetched, so its Oct 8 figures come from search snippets. The Oct 12 figure comes from the rendered AAA homepage.

### BASE RATE
- [2026-10-10] The AAA national average was $4.3669 on Oct 10. A week earlier it was $4.3807, a month earlier $4.2770, and a year earlier $3.1005. The current level is the baseline for the Oct 12 → Nov 3 window (22 days). AAA's own pages returned 403 when fetched directly; this figure comes from a secondary page that quotes AAA. https://energynewsbeat.co/big-oil-companies/should-the-trump-administration-use-the-defense-production-act-to-expand-refineries-and-pipelines
- [2026-10-08] AAA's weekly release says the average dropped 5 cents in a week to $4.36 and is the highest ever for this time of year. It is also the first October with the average above $4. https://newsroom.aaa.com/2026/10/pump-prices-remain-at-record-highs-for-autumn/
- [2026-09-24 to 2026-10-01] The 2026 path is $4.4825 on Sep 24, $4.4137 on Oct 1 and about $4.37 by Oct 6–10. AAA attributes the early-October dip to crude falling back to the $90s. The September monthly average was $4.33. https://gasprices.aaa.com/national-average-dips-following-record-setting-september/
- [2026-10-12] 2025 comparison window (AAA): $3.11 on Oct 9, 2025, then $3.038 on Oct 30 and $3.084 on Nov 6. The Nov 3 value is not published but sits between about $3.04 and $3.08. That is a drift of roughly -3 to -7 cents over the window, with California refinery maintenance giving a small late bump. https://gasprices.aaa.com/national-average-ticks-up-remains-lower-than-last-year/
- [2024-11-07] 2024 window (AAA): $3.21 on Oct 10, $3.13 on Oct 31 and $3.10 on Nov 7. That is about -8 cents by Oct 31 and about -11 cents by Nov 7. https://gasprices.aaa.com/2024/10/
- [2023-11-02] 2023 window (AAA): the average was $3.44 on Nov 2, down 9 cents in a week, 37 cents below a month earlier and 32 cents below a year earlier. That is a much larger seasonal drop than 2024 or 2025, driven by falling crude. I did not retrieve the Oct 12, 2023 value. https://gasprices.aaa.com/slow-and-steady-gas-prices-keep-edging-lower/
- [2026-10-12] Pattern across the three prior years: the mid-October to early-November move was down every year. The range was about -3 to -7 cents (2025), -8 to -11 cents (2024) and a decline of 30+ cents over the month to Nov 2 (2023). That is a seasonal lean toward lower prices as winter-blend gasoline takes over. The windows are not exactly aligned to Oct 12 → Nov 3. https://gasprices.aaa.com/2023/11/
- [2026-10-06] Typical variation in 2026 is much larger than in calm years. AAA weekly moves this year include +25 cents for two straight weeks (to $4.558 on May 7) and +10 cents in one week (Mar 26). In late March the price rose a full dollar in a month, from $2.98 on Feb 26 to $3.98. Over the September build-up, the average rose from $4.0954 to $4.4825 in about 4 weeks. The 2026 peak was $4.56 on May 21 (an AAA figure; Finder shows $4.55). https://gasprices.aaa.com/national-gas-average-jumps-one-dollar-in-one-month/
- [2026-10-12] Largest surprises on record: the all-time AAA high is $5.0165 (6/14/22). The Iran war added about $1.40 between Feb 26 and May 2026. Diesel set a record of $6.5276 on 9/22/26. https://gasprices.aaa.com/?state=US
- [2026-10-12] Forecast accuracy: on Sep 14, Kalshi traders gave 71% odds of crossing $4.60 and 57% odds of topping $4.80. That did not happen: the peak since then was $4.48 on Sep 24, and the price is now about $4.37. Traders gave a 50-50 chance that prices stay above $4.25 on Nov 3. The odds were set while WTI was above $100, so the oil-driven upside was overpriced. https://www.cnbc.com/2026/09/14/prediction-markets-traders-think-gas-prices-will-hit-new-highs-in-2026.html
- [2026-10-06] Analyst consensus: Tom Kloza of Gulf Oil expects a seasonal slight decline into Election Day with no major change, and at least $4 on average. AAA's Oct 12 commentary (via The Hill) says it is "far too early" to call pressure resolved, citing hurricane season and geopolitics. https://ms.now/news/gas-prices-election-day-republicans-concerned
- [2026-10-08] Finder's weekly series (AAA-based) shows $4.39 on Oct 8, down from $4.43 on Oct 1, with prices falling in 39 of 51 states and DC. https://www.finder.com/economics/gas-prices

BOTTOM LINE: In the three prior years the AAA average fell between mid-October and early November, by roughly 3–11 cents in 2024–25 and more in 2023. That puts a seasonal baseline of about $4.25–4.35 from $4.367, before any oil shock. 2026 volatility is far above normal (+25 cents a week at times), so oil and Iran or Hormuz news can swamp the seasonal drift in either direction.

NOT FOUND: AAA's exact Oct 12, 2023 value; AAA's published Nov 3 values for 2023–2025; a formal EIA or AAA point forecast for Nov 3, 2026; any data after Oct 10, 2026.

### KEY FACTORS
- [2026-10-12] Wholesale gasoline is the nearest lead for the pump price. The oilprice.com ticker showed front-month gasoline at about $3.31/gal, with WTI at $93.7 and Brent at $106.8. Taking AAA's $4.3556 from the earlier report, the gap is about $1.05/gal. That is roughly the usual spread of federal and state taxes plus distribution margin, so the pump price is not obviously lagging or leading wholesale. Without a wholesale move, the pass-through mechanism points to a flat retail price. I did not find a clean RBOB history to calibrate the spread. https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html
- [2026-10-12] Driver 1, Hormuz and Gulf escalation (controlled by Iran, the US and the Houthis). Brent rose to a near two-week high on 10/12. A Houthi strike on Riyadh airport on Saturday killed 13 and wounded more than 300. Two more tankers were hit near Oman and in Hormuz. Gulf exports were 81% of pre-war levels in September, but refined-product exports were only 60%. Goldman put the geopolitical premium at just over $20/bbl and raised its December Brent forecast to $90 from $85. That is well below the ~$106 spot, so it implies downside if the premium fades. https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html
- [2026-10-12] Flux (Singapore window) says the Houthi strike has raised the risk premium and could pull Saudi Arabia and the US into a wider war. The IRGC navy said ships with navigation or identification turned off will be treated as hostile. Brent futures spreads are steep: Dec/Jun'27 is $13.50/bbl, which shows the market expects supply to ease. Riyadh airport is closed until 10/17. https://flux.live/reports/brent-strengthens-to-105-50-bbl-as-middle-eastern-conflicts-escalate
- [2026-10-04/07] Driver 2, diplomacy (controlled by Washington and Tehran). Talks are stalled. France24 (10/04) reports Iran's seven conditions for reopening Hormuz, including an end to the US naval blockade and sanctions relief. CNBC (10/07) says efforts to end the seven-month war have stalled over enrichment. The June MOU framework collapsed after Iranian attacks on vessels. For a price drop to occur, a Hormuz deal would have to be announced first, then wholesale prices would fall, then retail would follow with a lag. Nothing visible makes a deal likely before 11/3. Trump has also called new strikes after the midterms "possible" (CBS, 10/01). https://www.france24.com/en/middle-east/20261004-iran-us-military-middle-east-war-peace-talks
- [2026-10-04] Driver 3, policy and stock releases (G7, IEA and the US administration). The IEA said 325 million barrels of strategic reserves have been released. The G7 promised a "frontloaded substantial release" of diesel within 20 days. The Strategic Petroleum Reserve is at its lowest level since the early 1980s, so it has little room for further releases. These measures mainly target diesel, not gasoline. https://www.cbsnews.com/live-updates/trump-iran-war-us-midterm-elections-troops-deployment/
- [2026-10-12] Russian diesel supply and a Russia-Ukraine energy truce. Trump announced more than 300,000 t of diesel and a truce on energy infrastructure. Zelensky said Russia violated the truce on 10/12, and Axios reports it may cover refineries only. GasBuddy's De Haan (Newsweek) expects little effect on US prices and says it adds no supply to the global market. The effect on gasoline is minor. https://newsweek.com/trump-russia-diesel-deal-price-impacts-pump-experts-12557596
- [2026-10-12] Driver 4, hurricanes and refineries. Hurricane Isaias shut in about 71% of US Gulf oil output at its peak. Shell, Chevron and BP were preparing to restore output on 10/12. GasBuddy's Oct 12 note flags continuing refinery and hurricane uncertainty. A refinery outage or a late-season Gulf storm would hit wholesale gasoline directly, and retail pass-through takes about 1–2 weeks. Hurricane season runs to Nov 30. https://x.com/GasBuddyGuy/status/2109637434925277567
- [2026-10-12] Regional dispersion matters. In GasBuddy's survey the median station price ($4.09) is about 20 cents below the mean, and California ($6.26) pulls the mean up. Michigan rose 24.4 cents and Indiana 19.1 cents in a week, while North Carolina fell 15.9 cents. That is typical Midwest price cycling and refinery noise, which adds roughly ±3–5 cents of week-to-week variation in the national average. https://x.com/GasBuddyGuy/status/2109637434925277567
- [2026-09-30] Driver 5, seasonality and winter-blend switchover. Fox Business quotes De Haan that the winter-blend transition may help, but the scale of geopolitical escalation makes meaningful relief unlikely in the near term. He warns of continued volatility. Yahoo Finance reports that prices are over 40 cents higher than ever at this point in a recent election cycle. Seasonal relief is real but is being offset. https://finance.yahoo.com/energy/article/gas-prices-are-higher-than-theyve-ever-been-at-this-point-in-recent-election-cycles-185840023.html
- [2026-10-12] Demand side. OPEC cut its 2026 demand growth forecast to 400k bpd from 1.4 million bpd at the start of the year. The IEA's September report sees a 2.5 million bpd fall in 2026. Weak demand limits upside but is not a trigger. https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html
- [2026-10-12] State tax actions. De Haan's media page references Georgia's gas tax suspension, which he estimated could cut prices 25–30 cents in Georgia within a week or two. It had a small downward effect on the national average. A broader wave of suspensions before the midterms is possible but unconfirmed. https://patrickdehaan.com/media.html
- [2026-10-12] Chain of events needed for 11/3. For the average to be below $4.20, Brent would need to fall into the $80s and wholesale gasoline to drop about 15–20 cents, from a ceasefire or Hormuz deal, in roughly the next two weeks, because retail lags. For it to be above $4.50, a new Hormuz or Saudi disruption or a Gulf Coast refinery outage would need to lift wholesale by 15 cents or more by late October. With no shock, the average sits near $4.28–4.36. The 22-day window is long enough for either shock to feed through.

BOTTOM LINE: The pump price is near its wholesale equilibrium. Oil is rising on Gulf escalation, diplomacy is stalled and the winter-blend switch is only a mild downward force. The central case is flat to slightly lower, and the outcome is decided by Hormuz and Saudi headlines plus hurricane and refinery outages, with risk on both sides.

NOT FOUND: A dated RBOB futures settlement series or curve for November. A US state or federal gas-tax holiday announcement beyond Georgia. A post-10/12 Kalshi price for the 11/3 bracket. Any official statement that a Hormuz deal is imminent.

### EXPERT VIEW
- [2026-10-12] The AAA national average for regular was $4.3556 on Oct 12. It was $4.3585 on Oct 11, $4.3669 on Oct 10 and $4.3718 on Oct 9. That is a slow decline from the $4.4825 peak on Sep 24. https://gasprices.aaa.com/pump-prices-keep-climbing-as-crude-oil-remains-high-2
- [2026-10-01] AAA reported $4.41 on Oct 1, down nearly 7 cents on the week, after a record September average of $4.33. Crude had dipped back into the $90s. The 2026 high is $4.56 (May 21), and the all-time record is $5.016 (2022-06-14). https://gasprices.aaa.com/national-average-dips-following-record-setting-september/
- [2026-10-09] Kalshi's AAA monthly market (KXAAAGASM) is for Oct 31. It showed P(>4.20) at 75%, P(>4.30) at 55-56% and P(>4.40) at 29%. Those odds were down 7, 12 and 22 points on the day. This is the closest liquid market to the Nov 3 date and implies a median near $4.31-4.32 for Oct 31. Volume was about $280k. https://kalshi.com/markets/kxaaagasm/us-gas-price/kxaaagasm-26oct31
- [2026-10-08] Kalshi election-day contracts (reported via CNBC on Oct 8): 87% that the AAA average is above $4.00 on Nov 3, and 42% that it is above $4.25. Spot was $4.36 at the time. So the market's implied median for Nov 3 is slightly below $4.25, i.e. mild easing. https://www.tokenpost.com/news/investing/28315
- [2026-09-14] An earlier Kalshi snapshot gave 50-50 odds of above $4.25 on Nov 3. The market has not moved much since, even though spot rose to $4.48 and then fell back. Kalshi also gave 71% for a 2026 high above $4.60, 57% above $4.80 and about 40% above $5.00. Those 2026-high contracts remain unresolved. I could not find a current quote for them. https://www.cnbc.com/2026/09/14/prediction-markets-traders-think-gas-prices-will-hit-new-highs-in-2026.html
- [2026-10-06] The EIA October STEO forecasts Brent at $105/b in 4Q26. That is $14 above the September STEO, and September's spot average was $114. The annual 2026 retail gasoline average is forecast at $3.91 (September STEO: $3.84). September's actual average was $4.35. The EIA gives no official weekly or Nov 3 figure. https://www.eia.gov/pressroom/releases/press593.php
- [2026-10-06] The October STEO's 4Q26 Brent assumption of $105 is above the roughly $90s level cited by AAA on Oct 1. This implies upside risk to pump prices relative to current crude. The EIA expects Middle East supply to recover gradually and shut-ins to fall from 4.5 mb/d in 4Q26 to 2.7 mb/d in 1Q27. https://www.eia.gov/pressroom/releases/press593.php
- [2026-09-24] Seasonality: AAA said $4.48 was the highest ever for this time of year. Typically prices fall in autumn. GasBuddy's Patrick De Haan has said pre-election declines reflect seasonality, not politics. That quote is from an older article (2024). https://gasprices.aaa.com/national-average-climbs-nearly-5-cents-since-last-week/
- [2026-09-18] Track record of past forecasts in 2026: GasBuddy's Jan outlook had a $2.97 annual average with December at $2.83. The EIA's March STEO had $3.34 for 2026, and the September STEO had $3.84. Pre-war forecasts missed badly because of the Iran war and Hormuz closure that began Feb 28. The ex-ante forecast error in this regime is large. https://www.rigzone.com/news/gasbuddy_reveals_2026_usa_gasoline_price_forecast-14-jan-2026-182765-article/
- [2026-10-12] Kalshi has been described as accurate on commodity prices (Wikipedia, citing Semafor and a Fed study), but it is also criticised and has thin liquidity in the longer-dated gas contracts. https://en.wikipedia.org/wiki/Kalshi
- [2026-09-18] Political context: Trump has said prices will fall after the election or the war. This is not a forecast of the pump price on Nov 3. https://www.livemint.com/news/us-news/us-gas-prices-near-2026-peak-with-weeks-to-go-before-midterms-11789748933988.html

BOTTOM LINE: With spot at $4.356, the Kalshi curve implies a Nov 3 median of roughly $4.20-4.30. That is a slight decline from spot, with a wide tail driven by oil and Hormuz news, and the EIA's $105 Brent assumption leans toward the upside. Typical weekly moves in this regime are about 5-15 cents.

NOT FOUND: A Kalshi or Polymarket quote on a Nov 3-specific bracket newer than Oct 8. GasBuddy or AAA/OPIS fall-2026 price forecasts. Any survey or consensus of analyst forecasts for Nov 3. A formal accuracy study of forecasts for this horizon.

### HIGH CASE
- [2026-10-12] Crude is rising again on the weekend's supply shocks. WTI was about $93.8 and Brent about $106.8, the highest in nearly two weeks. A Houthi strike on Riyadh's airport on Saturday killed 13, and two tankers were hit near Oman and Hormuz on Sunday. Gulf crude exports had recovered to 91% of prewar levels in September, but refined-product exports were only 60%. Tanker attacks threaten that recovery. https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html
- [2026-10-12] BMI's chief economist expects Brent to stay above $100 for months. He sees a US-Iran deal only by the end of Q1 2027. That is a forecast, not a confirmed outcome. It supports a high-oil scenario and contradicts any assumption of a pre-election resolution. https://oilprice.com/Latest-Energy-News/World-News/BMI-Predicts-Brent-Crude-Will-Remain-Above-100-for-Months.html
- [2026-10-12] Futures show little pump-price pressure yet. Front-month gasoline was about $3.31–3.32/gal on Oct 12. The Nov RBOB contract closed at $3.27 on Oct 9 and $3.31 on Oct 2. A rally above roughly $3.60 (the 90-day high was $3.59) would be the clearest upside signal for pump prices. Retail at $4.36 already carries about $1.05 over RBOB. https://oilprice.com/Latest-Energy-News/World-News/BMI-Predicts-Brent-Crude-Will-Remain-Above-100-for-Months.html and https://fueldataportal.com/data/rbob-gasoline-price
- [2026-10-09] Hurricane Isaias reached Category 3 and shut in about 63–72% of Gulf oil output. It made landfall near Alabama and the Florida Panhandle around Oct 9–10. The track shifted east and storm warnings were lifted. Chevron's Pascagoula refinery (about 356k b/d) and Vertex's Alabama refinery (about 466k b/d combined, 2.4% of US capacity) were the exposed assets. Their post-storm status is unconfirmed. Offshore producers were preparing to restart by Oct 12. https://www.cnbc.com/2026/10/09/hurricane-isaias-gulf-mexico-oil-refinery.html and https://news.futunn.com/en/post/1000833545/with-the-storm-s-path-shifting-eastward-and-warnings-lifted
- [2026-10-09] The upside depends on whether refineries were damaged, and analysts disagree. Enverus's Carl Larry said a refinery shutdown could lift prices "a dollar", though he said minimal impact would add only a few cents. GasBuddy's Patrick De Haan said the effect would be regional and small. Gulf Coast refineries were running at about 95% before the storm, so there is little spare capacity to cover an outage. https://www.usnews.com/news/us/articles/2026-10-09/hurricane-isaias-could-nudge-fuel-prices-higher-if-gulf-of-mexico-refineries-lose-power (search snippet only; fetch failed) and https://www.insurancebusinessmag.com/us/news/catastrophe/isaias-hits-category-3-as-gulf-oil-shutins-reach-63-and-diesel-stocks-sit-at-a-record-seasonal-low-592871.aspx
- [2026-10-09] Inventories leave little buffer. Diesel stocks are at the lowest seasonal level since EIA records began in 1982. Gulf Oil's Tom Kloza said "zero tolerance" exists for refinery losses. Jefferies said a small disruption now has outsized price effects. https://www.cnn.com/2026/10/09/economy/hurricane-isaias-oil-gas-refinery
- [2026-10-06] California is a regional upside driver. The statewide average was $6.39, within about 5 cents of its $6.44 record, and had risen about 2 cents on the week while 48 states fell. Refined-product movement through Hormuz is still constrained. The state is moving to winter-blend fuel early, which is a partial offset. https://hoodline.com/2026/10/california-gas-prices-hover-near-6-39-as-newsom-rushes-winter-fuel-early/
- [2026-10-12] There are some downward offsets to the high scenario. Goldman raised its December Brent forecast only to $90, and said geopolitics adds about $20 to the price. OPEC and the IEA see demand destruction. Trump said Russia would supply 300k tonnes of diesel immediately and announced a Russia-Ukraine "energy ceasefire" (Russia has not confirmed it, and Axios reports it may cover only refineries). https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html
- [2026-10-12] Rough sizing for a high path. Gasoline moved from $4.28 to $4.48 in the two weeks after the Sept 11 spike, with WTI above $100. Retail would need roughly +12 cents to revisit $4.48 and +20 cents to match the May 21 peak of $4.56. A Hormuz escalation with Brent well above $110 plus a refinery outage could do that within 3 weeks. A $4.60–$5.00 outcome needs a shock larger than anything seen since May. The Kalshi 2026-high odds quoted on Sept 14 (71% for $4.60, 57% for $4.80) did not play out. This is my inference from the figures above. https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-2-as-Saudi-Attacks-and-Tanker-Strikes-Revive-Hormuz-Fears.html

BOTTOM LINE: The high scenario is a Brent move above $110 on Hormuz or Saudi escalation, or a Gulf refinery outage that tightens already-thin diesel and gasoline stocks. That would push the national average back to $4.48–4.60 by Nov 3. Today's signals (crude near $106 Brent, RBOB flat near $3.3) are mixed. They do not yet point to a pump-price surge, and seasonal winter-blend easing remains the main drag.

NOT FOUND: Post-landfall status of the Pascagoula and Vertex refineries. Any AAA, GasBuddy or EIA point forecast for Nov 3. A current Kalshi price for Nov 3 brackets above $4.50. AAA's own newsroom page (could not be fetched). The US News article could not be fetched; its content comes from search snippets.

### LOW CASE
- [2026-10-06] Tom Kloza (Gulf Oil) said a seasonal drift toward slightly lower prices is likely into Election Day. He expects a price in the $4.xx range, "lower than what we're seeing today, but not dramatically lower." Any move below $4 would need a break in the war or the Strait, not seasonality alone. Sen. Lummis said she doesn't see the conflict resolving before the election. GasBuddy's De Haan says China's reduced Gulf buying limits how much worse things get. https://www.ms.now/news/gas-prices-election-day-republicans-concerned

- [2026-10-06] Supply-side signal for the low case: Kpler data show Gulf flows excluding Iran recovered to over 81% of pre-war levels in September. Middle East crude exports hit a 7-day average of 18.3 mb/d on Sep 30, against roughly 18 mb/d before the war. About 40% of exports now bypass Hormuz. Brent fell to $99.57 and WTI to $88.37 that day. The G7 announced a release of up to 100 million barrels of strategic reserves, including diesel. A further SPR release would be a downside catalyst. https://www.aljazeera.com/news/2026/10/6/hormuz-ship-attacks-surge-are-increased-oil-exports-sustainable

- [2026-10-06] Limits on the low case: at least seven tanker incidents in the week to Oct 6, and attacks on ships have increased. Aramco's CEO said rebuilding depleted inventories could take up to two years. Another security shock would quickly reverse any price drop. https://www.aljazeera.com/news/2026/10/6/hormuz-ship-attacks-surge-are-increased-oil-exports-sustainable

- [2026-10-05] WTI was about $90.05 and Brent about $101.59 on Oct 5. The Oct 12 morning prints in the earlier reports (WTI $93.62, Brent $106.62) were therefore a rebound, not a trend of falling crude. The WTI–Brent spread is wide, about $12–13. https://www.aljazeera.com/news/2026/10/5/is-iran-charging-a-toll-to-allow-oil-traffic-through-hormuz

- [2026-10-09] The November RBOB contract was quoted at about $3.27 per gallon on Oct 9, down 4 cents (-1.3%) on the day. It settles Oct 30. The 52-week high is $3.761 (May 18). This is a secondary page, and the dated quote came from an older snapshot, so treat it as indicative. Retail at $4.36 is about $1.09 over RBOB. That is a wide margin, which gives room for retail to compress if wholesale holds. https://www.investing.com/commodities/gasoline-rbob

- [2026-04-08 to 2026-04] Precedent for a fast drop: after the April 8 ceasefire, WTI fell about 16% in a day and gasoline futures about 10%. Retail then eased only slowly, from $4.16–4.17 to about $4.47 by a later reading. Experts said pump relief takes "weeks" because of refining and pass-through lags. A Hormuz deal announced in late October would therefore show up only partly by Nov 3. https://www.scrippsnews.com/us-news/gas-prices-fall-amid-us-iran-ceasefire-but-significant-relief-at-the-pump-still-weeks-away

- [2026-04-08] A past downside quant: Lipow said that if the ceasefire held, the average could dip below $4 within weeks. Zandi said $90 oil implies about $3.75 gas. Those were April views, and neither happened. They are a rough oil-to-pump map: about $90 WTI maps to $3.75–4.00 gas once pass-through completes. https://www.cbsnews.com/news/iran-ceasefire-gas-price-up-down/

- [2026-08-10] Precedent for a rapid low: Brent fell more than 7% in a week in early August on deal hopes, to about $84 on Aug 10. Then talks hardened and oil rebounded. The June 17 US-Iran memorandum on Hormuz collapsed within days. Deal-driven dips have repeatedly reversed. https://www.cnbc.com/2026/08/10/oil-prices-today-brent-wti-hormuz-trump-iran.html

- [2026-09-28] The upside shock that set the recent peak: Brent hit about $107 after Trump rejected Iran's Sept 26 proposal. That plan offered to reopen the strait within seven days in exchange for lifting sanctions and the naval blockade. The structure of that offer shows what a Hormuz deal could look like: a US-Iran swap of reopening for lifting the blockade. A revived version before Nov 3 is the main low-side trigger. https://www.aljazeera.com/economy/2026/9/28/oil-prices-surge-after-trump-rejects-irans-plan-to-reopen-strait-of-hormuz

- [2026-10-12] Diesel policy and pre-election politics: De Haan called the administration's Russia diesel deal doubtful, and most of the promised diesel would arrive after Nov 3. Executive-order diesel dye waivers and Russia deals are not gasoline levers. I found no gas-tax holiday at the federal level. https://aol.com/articles/trump-tapped-russia-lower-american-181618000.html

- [2026-10-06] Low-case arithmetic using the Kalshi and seasonal baselines in earlier reports: a $4.20 outcome would be about 16 cents below spot over 22 days. That is within 2024's seasonal drop (about 11 cents) plus a modest crude slide. Below $4.00 needs roughly a 36-cent fall. Only a credible Hormuz reopening, an SPR release or a demand shock gets there. Kloza and Kalshi's 87% odds of above $4.00 both treat that as a tail. https://www.ms.now/news/gas-prices-election-day-republicans-concerned

BOTTOM LINE: The evidence-backed low scenario is a drift to roughly $4.15–4.25 on seasonal winter-blend switching, recovering Gulf exports (Kpler: about 81% of pre-war flows) and WTI in the $80s, with a sub-$4.00 print requiring a credible Hormuz reopening or another large SPR release late in October. Pass-through lags mean even a late-October deal would only partly reach Nov 3 pump prices, and past deal-driven dips (April, June, August) have repeatedly reversed.

NOT FOUND: A current Oct 12 RBOB futures curve (the quote found was dated Oct 9 and from a secondary page). Any Nov 3-specific market quote newer than Oct 8. A scheduled Iran talks or SPR announcement date inside the window. AAA's own data tables.

## Required pre-forecast walkthrough

Before giving percentiles, address these explicitly in your rationale:
  (0) Resolution check: what the resolution source currently shows, and whether the value is already known or fixed as of today.
  (a) The time left until the question resolves.
  (b) The outcome if NOTHING changes from today (the status quo value).
  (c) The outcome if the CURRENT TREND continues.
  (d) The expectations of experts / markets / base rates.
  (e) A plausible scenario that produces a LOW outcome (near p10).
  (f) A plausible scenario that produces a HIGH outcome (near p90).

## Calibration guidance

- **Be humble about tails.** Good forecasters set WIDE 90/10 intervals to account for unknown unknowns. Narrow tails get punished by the log score far more than slightly-biased medians.
- **Status quo anchoring.** The p50 should be close to the status quo value unless you have strong evidence of a trend.
- Don't pile mass at one value — if you're tempted, widen the spread by 20-50%.
- **Markets and experts are priors, not anchors.** If a SAME QUESTION market, analyst consensus, or community percentiles appear in the evidence, treat them as a strong prior — centre near them and widen — and name the specific evidence they lack whenever you move away. RELATED markets are context only.
- **Open bounds carry real mass.** Where a bound is OPEN, the outcome can land beyond it and the question then resolves "below range" / "above range". Put honest probability there (p_below_min / p_above_max in the output) instead of squeezing the distribution inside the displayed range; the season's worst losses were outcomes that landed where the distribution had ~2%.
- **Relative-return / spread questions ("how much will X's return exceed Y's").** A near-zero median is usually right, but size the TAILS to the more VOLATILE leg, not to a generic 2-3pp spread. Two broad equity indices (e.g. Nasdaq-100 vs S&P 500) do stay within roughly ±2-3pp over a two-week window. But when one leg is a commodity (crude oil, gold) or a single high-beta stock (e.g. Nvidia), the two-week realized spread regularly reaches ±10pp or more — crude-vs-equity spreads have hit ±18pp. In those cases set p10/p90 to at least ±10pp (±15pp or wider for oil) while keeping the median near the status-quo spread; the 2-3pp intuition applies only to index-vs-index.
- **Heavy-tailed one-off magnitudes (opening-weekend box office, product-launch or debut numbers).** Pre-event tracking for these routinely misses by ±40% or more, and results land both far above and far below the consensus. Do NOT treat the displayed [min, max] range as the plausible range or clamp p10/p90 to its edges: the outcome can fall outside the range in either direction (recent opening weekends resolved ~7% above a displayed ceiling in one case and roughly half the displayed floor in another). Set p10/p90 wide enough that a 2x-or-0.5x surprise versus your central estimate still lands inside the interval, and when concrete current tracking disagrees with historical/franchise base rates, weight the tracking.

## Output

Return ONLY valid JSON, no markdown fences:

{
  "rationale": "<address (a) through (f) above, then state your distribution — 6-10 sentences total>",
  "p10": <number>,
  "p25": <number>,
  "p50": <number>,
  "p75": <number>,
  "p90": <number>,
  "p_below_min": <probability in [0, 1] that the outcome is BELOW 3.5>,
  "p_above_max": <probability in [0, 1] that the outcome is ABOVE 6>,
  "unverified_claims": ["<a fact your forecast depends on that no source above confirms, one that would move your p50 by a quarter of your p10-p90 width if false; [] if none>"]
}

Percentiles MUST be in non-decreasing order (p10 <= p25 <= p50 <= p75 <= p90). p_below_min is P(outcome < 3.5); p_above_max is P(outcome > 6). These must agree with your percentiles: a p10 below the lower bound implies p_below_min > 0.10, a p90 above the upper bound implies p_above_max > 0.10. A mass below ~0.05 on an open side needs a specific reason.