forecasting
agent
← back to metaculus scans

What will be the open market US Dollar/Iranian Toman exchange rate on December 31, 2026?

post 45340·question 45524·numeric·metaculus-cup-fall-2026·2026-09-14T17:09:08.840600·view on metaculus ↗
233800.0
Submitted p50
weighted_average
Fermi logic
economics
Domain

Plan 37.11s

Anchor on the current Bonbast level (~202,000 Toman) and the realized 2026 depreciation drift (~5%/month), then use the Monte Carlo tail/central probabilities and news on war/sanctions trajectory to shape a right-skewed distribution centered around 230,000-245,000 Toman with a fat upper tail from escalation and a thinner lower tail (~170,000-185,000) from a deal scenario.

Sub-questions (4)

sq1
Will the Bonbast open-market USD/Toman rate on December 31, 2026 be above 250,000 Toman (2.5 million Rial), i.e. at least ~24% weaker than the late-August 2026 level of ~202,000 Toman?
Captures the continuation/acceleration scenario: the rial lost ~33% in the first 8 months of 2026 under war and sanctions; extrapolating that drift (~5%/month) lands near 245,000-260,000 by year-end. Determines the upper tail of the distribution.
w=0.35
sq2
Will a ceasefire, formal de-escalation, or US-Iran sanctions-relief agreement be announced before December 31, 2026 that causes the Bonbast rate to fall below 180,000 Toman by year-end?
The main appreciation risk: Iranian free-market rates historically rally 10-25% on negotiation/deal news (e.g., 2015 JCPOA, 2023 prisoner deal). Defines the lower tail.
w=0.20
sq3
Will the Bonbast rate on December 31, 2026 fall in the range 190,000-250,000 Toman (roughly -6% to +24% from the late-August level)?
The central mass scenario: gradual depreciation without a decisive break in either direction, consistent with typical 4-month realized volatility of the rial (~10-20%).
w=0.30
sq4
Will the Bonbast rate depreciate at a monthly pace above 4% on average from September through November 2026 (i.e. exceed ~228,000 Toman by end of November)?
Tracks momentum and the effect of the new August sanctions round / 'economic D-Day'; strong depreciation through November makes the >250,000 outcome far more likely and signals whether the CBI can defend the currency.
w=0.15

Tool requests (4)

resolution_source sq1, sq2, sq3, sq4 {"description": "## Description\nOn August 24, 2026, US Treasury Secretary Scott Bessent announced [a new round of sanctions on Iran](https://apnews.com/article/iran-rial-currency-bessent-trade-august-24-2026-e367634d8853c8fa4a341132cd577f31) and warned countries to server financial ties with the Islamic Republic. A week earlier President Trump stated he would impose an [\"economic D-Day\"](https://apnews.com/article/iran-war-trump-sanctions-economic-fury-oil-d28206ea288a3d4a9b82260ab44ce460) on Iran as significant sanctions continue to affect the Iranian regime despite no end to the war.\n\nThe ongoing conflict has led to the Iranian Rial to drop to [a historic low of 2.02 million to the US dollar](https://apnews.com/article/iran-rial-currency-bessent-trade-august-24-2026-e367634d8853c8fa4a341132cd577f31) on currency markets. On January 1, 2026, the open market rate was [around 1.35 million Iranian Rial to the US Dollar](https://www.bonbast.com/graph), with a decline of around a third since then.\n\n## Resolution Criteria\nThis question will resolve as the open market US Dollar/Iranian Toman exchange rate on December 31, 2026 (Tehran time). One Toman is equal to 10 Rial.\n\nThe primary source for this question will be [Bonbast](https://www.bonbast.com/graph).\n\n## Fine Print\nIran\u2019s official Central Bank rate will not be used as resolution, only the market rate.", "question": "What will be the open market US Dollar/Iranian Toman exchange rate on December 31, 2026?", "source_name": "Bonbast USD/Toman open market rate", "urls": ["https://www.bonbast.com/graph", "https://www.bonbast.com/"]}
code_execution sq1, sq2, sq3, sq4 {"code": "import numpy as np\nnp.random.seed(0)\n# Observed: Jan 1 2026 ~135,000 toman -\u003e Aug 24 2026 ~202,000 toman\nstart=135000; aug=202000; days_elapsed=235\ndaily_drift=np.log(aug/start)/days_elapsed\nprint(\u0027implied daily log drift\u0027,daily_drift,\u0027monthly %\u0027,(np.exp(daily_drift*30)-1)*100)\nT=128 # ~Aug 25 -\u003e Dec 31\nN=50000\n# base regime: continue drift with daily vol ~1.5% and student-t tails\nfor label,drift_mult,dvol in [(\u0027continuation\u0027,1.0,0.015),(\u0027half drift\u0027,0.5,0.015),(\u0027high vol\u0027,1.0,0.025)]:\n shocks=np.random.standard_t(4,size=(N,T))*dvol/np.sqrt(2) # scale t4 to sd~dvol\n logpath=np.log(aug)+np.cumsum(daily_drift*drift_mult+shocks,axis=1)\n end=np.exp(logpath[:,-1])\n print(label,\u0027pcts 5/25/50/75/95:\u0027,np.percentile(end,[5,25,50,75,95]).round(0))\n print(\u0027 P\u003e250k\u0027,(end\u003e250000).mean(),\u0027P\u003c180k\u0027,(end\u003c180000).mean(),\u0027P 190-250k\u0027,((end\u003e190000)\u0026(end\u003c250000)).mean(),\u0027P\u003e228k by day95\u0027,(np.exp(logpath[:,94])\u003e228000).mean())\n# mixture: 20% deal scenario (jump down 15-25%), 15% escalation (jump up 15-30%), 65% base\nshocks=np.random.standard_t(4,size=(N,T))*0.015/np.sqrt(2)\nlogpath=np.log(aug)+np.cumsum(daily_drift+shocks,axis=1)\nend=np.exp(logpath[:,-1])\nu=np.random.rand(N)\ndeal=u\u003c0.20; esc=(u\u003e=0.20)\u0026(u\u003c0.35)\nend[deal]*=np.random.uniform(0.75,0.85,deal.sum())\nend[esc]*=np.random.uniform(1.15,1.30,esc.sum())\nprint(\u0027mixture pcts 5/10/25/50/75/90/95:\u0027,np.percentile(end,[5,10,25,50,75,90,95]).round(0))\nprint(\u0027mixture P\u003e250k\u0027,(end\u003e250000).mean(),\u0027P\u003c180k\u0027,(end\u003c180000).mean(),\u0027P 190-250k\u0027,((end\u003e190000)\u0026(end\u003c250000)).mean())", "description": "Monte Carlo of USD/Toman year-end rate using observed 2026 drift and fat-tailed volatility, with a regime-mixture for deal vs. escalation scenarios; output probabilities for thresholds and percentiles."}
claude_news sq1, sq2, sq4 {"brief": "Find the latest Bonbast/open-market Iranian rial (toman) to US dollar rate and its trend over the past weeks; the status of the US-Iran war (ceasefire talks, negotiations, escalation); the August 24 2026 Bessent sanctions and Trump\u0027s \u0027economic D-Day\u0027 measures and their observed market impact; Iranian central bank interventions, inflation rate, and oil export volumes. Report concrete numbers and dates.", "max_searches": 4, "question_title": "What will be the open market US Dollar/Iranian Toman exchange rate on December 31, 2026?"}
article_search sq2, sq3, sq4 {"lookback_days": 45, "queries": ["Iran rial dollar open market rate Tehran", "Iran ceasefire negotiations sanctions relief talks", "Iran central bank currency inflation rial record low"]}

Research 27.38s · 4 tool(s) · 0 error(s)

resolution_source ok resolved=no; The Bonbast graph page shows aggregate statistics 9.14s
code_execution ok Monte Carlo of USD/Toman year-end rate using observed 2026 d 7.72s
claude_news ok 20 citations 27.38s
article_search ok 18 articles 2.99s
Cross-market signals
## Cross-Market Signals

### Polymarket
- "US announces end of Iranian blockade by September 14, 2026?" → Yes: 0.00, Volume: $1.7M
- "Putin out as President of Russia by December 31, 2026?" → Yes: 0.07, Volume: $21.2M
- "Will Ethereum dip to $1,500 by December 31, 2026?" → Yes: 0.12, Volume: $2.6M

Evidence Synthesis 34.0s · 12 items

Direction mix: UP 7 DOWN 2 NEUTRAL 3
sq1 resolution_source MODERATE cred 80 UP VERY_RECENT
Bonbast graph page (~mid-Sept 2026) shows recent-range average ~200,000 Toman, max ~237,500, min ~185,200; date range unspecified.
sq1 code_execution MODERATE cred 45 NEUTRAL VERY_RECENT
Monte Carlo mixture (5.3%/month realized drift, fat tails) gives median ~248k Toman, P(>250k)=0.49, P(<180k)=0.07, P(190-250k)=0.41.
sq1 article_search STRONG cred 85 UP RECENT
On Aug 24, 2026 Bessent announced the 'greatest financial offensive' against Iran as the rial passed 2 million/USD, with secondary-sanction threats.
sq1 article_search MODERATE cred 70 UP RECENT
Iranian inflation approaching 70%, GDP down over 5% in 2026, and over one million jobs lost in the war's first three months.
sq1 article_search STRONG cred 88 UP RECENT
Rial depreciated from ~135,000 Toman on Jan 1, 2026 to ~202,000 by late August, roughly 5%/month realized drift.
sq2 article_search STRONG cred 85 DOWN RECENT
US-Iran ceasefire was abandoned and military exchanges resumed by Sept 2, 2026; Trump publicly floated regime change on Sept 3.
sq2 article_search STRONG cred 85 DOWN RECENT
Aug 18: temporary ceasefire expired with Trump stating 'no talks or conversations' with Iran; negotiations on hold since.
sq2 article_search MODERATE cred 65 UP DATED
Early August: Qatar and Oman mediation reportedly progressed, with a Hormuz reopening framework and June MoU providing a 60-day negotiation template.
sq2 article_search MODERATE cred 75 UP DATED
CBS poll: 63% of Americans say war going badly and 67% want it ended now; administration originally promised a 4-6 week war.
sq2 article_search MODERATE cred 70 NEUTRAL RECENT
Iran's IRGC and civilian government diverge on de-escalation, and Iran denies direct US talks while demanding blockade end and asset release.
sq3 code_execution MODERATE cred 45 NEUTRAL VERY_RECENT
Scenario spread is wide: half-drift case gives P(190-250k)=0.57, while high-volatility case gives only 0.33.
sq4 code_execution MODERATE cred 45 UP VERY_RECENT
Monte Carlo P(rate >228k by end-November) ranges 0.39 (half drift) to 0.61 (continuation), with recent Bonbast max already ~237.5k.

Information gaps

Key uncertainties

Forecast 19.62s · opus, secondary

Rationale

(a) About 3.5 months remain until Dec 31, 2026. (b) Status quo: the Bonbast rate was ~202k Toman in late August and the recent Bonbast range shows an average ~200k with a max ~237.5k, so a no-change outcome is roughly 205-225k. (c) Trend: the rial has lost ~5%/month in 2026 under war and sanctions; continuing that pace from ~210k gives ~245-250k by year-end, and the renewed fighting plus the August 'financial offensive' argue the pace could even accelerate. (d) Experts/markets: Monte Carlo mixtures center near 248k with ~half the mass above 250k; Polymarket prices no blockade end by mid-September, negotiations are frozen, and Iranian inflation near 70% implies structural depreciation, though war fatigue in the US (67% want it ended) keeps a deal scenario alive. (e) Low scenario (~p10): Qatari/Omani mediation revives, a ceasefire and Hormuz-reopening framework are announced in Q4, and the rial rallies 15-20% on hope, landing near 180-190k. (f) High scenario (~p90): secondary sanctions bite, oil exports collapse, escalation or regime-instability fears trigger dollarization panic and the rate spikes past 290-300k. I center slightly below pure trend continuation to respect status-quo anchoring and the possibility of CBI intervention, but keep wide tails given fat-tailed FX behavior in wartime Iran.
Evidence brief shown to forecaster
1. [sq1 | resolution_source | MODERATE cred 80 | UP | VERY_RECENT] Bonbast graph page (~mid-Sept 2026) shows recent-range average ~200,000 Toman, max ~237,500, min ~185,200; date range unspecified.
2. [sq1 | code_execution | MODERATE cred 45 | NEUTRAL | VERY_RECENT] Monte Carlo mixture (5.3%/month realized drift, fat tails) gives median ~248k Toman, P(>250k)=0.49, P(<180k)=0.07, P(190-250k)=0.41.
3. [sq1 | article_search | STRONG cred 85 | UP | RECENT] On Aug 24, 2026 Bessent announced the 'greatest financial offensive' against Iran as the rial passed 2 million/USD, with secondary-sanction threats.
4. [sq1 | article_search | MODERATE cred 70 | UP | RECENT] Iranian inflation approaching 70%, GDP down over 5% in 2026, and over one million jobs lost in the war's first three months.
5. [sq1 | article_search | STRONG cred 88 | UP | RECENT] Rial depreciated from ~135,000 Toman on Jan 1, 2026 to ~202,000 by late August, roughly 5%/month realized drift.
6. [sq2 | article_search | STRONG cred 85 | DOWN | RECENT] US-Iran ceasefire was abandoned and military exchanges resumed by Sept 2, 2026; Trump publicly floated regime change on Sept 3.
7. [sq2 | article_search | STRONG cred 85 | DOWN | RECENT] Aug 18: temporary ceasefire expired with Trump stating 'no talks or conversations' with Iran; negotiations on hold since.
8. [sq2 | article_search | MODERATE cred 65 | UP | DATED] Early August: Qatar and Oman mediation reportedly progressed, with a Hormuz reopening framework and June MoU providing a 60-day negotiation template.
9. [sq2 | article_search | MODERATE cred 75 | UP | DATED] CBS poll: 63% of Americans say war going badly and 67% want it ended now; administration originally promised a 4-6 week war.
10. [sq2 | article_search | MODERATE cred 70 | NEUTRAL | RECENT] Iran's IRGC and civilian government diverge on de-escalation, and Iran denies direct US talks while demanding blockade end and asset release.
11. [sq3 | code_execution | MODERATE cred 45 | NEUTRAL | VERY_RECENT] Scenario spread is wide: half-drift case gives P(190-250k)=0.57, while high-volatility case gives only 0.33.
12. [sq4 | code_execution | MODERATE cred 45 | UP | VERY_RECENT] Monte Carlo P(rate >228k by end-November) ranges 0.39 (half drift) to 0.61 (continuation), with recent Bonbast max already ~237.5k.

## Cross-Market Signals

### Polymarket
- "US announces end of Iranian blockade by September 14, 2026?" → Yes: 0.00, Volume: $1.7M
- "Putin out as President of Russia by December 31, 2026?" → Yes: 0.07, Volume: $21.2M
- "Will Ethereum dip to $1,500 by December 31, 2026?" → Yes: 0.12, Volume: $2.6M

Information gaps:
  - Exact Bonbast daily rate in mid-September 2026 and date range behind the 237.5k max
  - Historical base rate of rial moves after ceasefire/deal announcements (e.g., 2015 JCPOA, 2025 events)
  - Iranian central bank FX intervention capacity and reserves
  - Oil export volumes / Hormuz status in September 2026

Key uncertainties:
  - Whether renewed US-Iran fighting escalates or triggers a negotiated settlement before year-end
  - Effectiveness of secondary sanctions ('Operation Economic Outcast') on Iran's FX inflows
  - Possibility of a sharp rial spike (>300k) on regime instability
  - Whether the recent ~237.5k high was a transient spike or new level
Raw forecast prompt
You are an elite superforecaster. Produce a probability distribution over the answer to this Metaculus numeric question.

## Question
What will be the open market US Dollar/Iranian Toman exchange rate on December 31, 2026?

## Description / Resolution Criteria
## Description
On August 24, 2026, US Treasury Secretary Scott Bessent announced [a new round of sanctions on Iran](https://apnews.com/article/iran-rial-currency-bessent-trade-august-24-2026-e367634d8853c8fa4a341132cd577f31) and warned countries to server financial ties with the Islamic Republic. A week earlier President Trump stated he would impose an ["economic D-Day"](https://apnews.com/article/iran-war-trump-sanctions-economic-fury-oil-d28206ea288a3d4a9b82260ab44ce460) on Iran as significant sanctions continue to affect the Iranian regime despite no end to the war.

The ongoing conflict has led to the Iranian Rial to drop to [a historic low of 2.02 million to the US dollar](https://apnews.com/article/iran-rial-currency-bessent-trade-august-24-2026-e367634d8853c8fa4a341132cd577f31) on currency markets. On January 1, 2026, the open market rate was [around 1.35 million Iranian Rial to the US Dollar](https://www.bonbast.com/graph), with a decline of around a third since then.

## Resolution Criteria
This question will resolve as the open market US Dollar/Iranian Toman exchange rate on December 31, 2026 (Tehran time). One Toman is equal to 10 Rial.

The primary source for this question will be [Bonbast](https://www.bonbast.com/graph).

## Fine Print
Iran’s official Central Bank rate will not be used as resolution, only the market rate.

## Range
The answer must be a number in [150000, 250000] (units: Iranian Toman).

## Sub-question decomposition (planner)
- (w=0.35) Will the Bonbast open-market USD/Toman rate on December 31, 2026 be above 250,000 Toman (2.5 million Rial), i.e. at least ~24% weaker than the late-August 2026 level of ~202,000 Toman?  — Captures the continuation/acceleration scenario: the rial lost ~33% in the first 8 months of 2026 under war and sanction
- (w=0.20) Will a ceasefire, formal de-escalation, or US-Iran sanctions-relief agreement be announced before December 31, 2026 that causes the Bonbast rate to fall below 180,000 Toman by year-end?  — The main appreciation risk: Iranian free-market rates historically rally 10-25% on negotiation/deal news (e.g., 2015 JCP
- (w=0.30) Will the Bonbast rate on December 31, 2026 fall in the range 190,000-250,000 Toman (roughly -6% to +24% from the late-August level)?  — The central mass scenario: gradual depreciation without a decisive break in either direction, consistent with typical 4-
- (w=0.15) Will the Bonbast rate depreciate at a monthly pace above 4% on average from September through November 2026 (i.e. exceed ~228,000 Toman by end of November)?  — Tracks momentum and the effect of the new August sanctions round / 'economic D-Day'; strong depreciation through Novembe

## Synthesized evidence
1. [sq1 | resolution_source | MODERATE cred 80 | UP | VERY_RECENT] Bonbast graph page (~mid-Sept 2026) shows recent-range average ~200,000 Toman, max ~237,500, min ~185,200; date range unspecified.
2. [sq1 | code_execution | MODERATE cred 45 | NEUTRAL | VERY_RECENT] Monte Carlo mixture (5.3%/month realized drift, fat tails) gives median ~248k Toman, P(>250k)=0.49, P(<180k)=0.07, P(190-250k)=0.41.
3. [sq1 | article_search | STRONG cred 85 | UP | RECENT] On Aug 24, 2026 Bessent announced the 'greatest financial offensive' against Iran as the rial passed 2 million/USD, with secondary-sanction threats.
4. [sq1 | article_search | MODERATE cred 70 | UP | RECENT] Iranian inflation approaching 70%, GDP down over 5% in 2026, and over one million jobs lost in the war's first three months.
5. [sq1 | article_search | STRONG cred 88 | UP | RECENT] Rial depreciated from ~135,000 Toman on Jan 1, 2026 to ~202,000 by late August, roughly 5%/month realized drift.
6. [sq2 | article_search | STRONG cred 85 | DOWN | RECENT] US-Iran ceasefire was abandoned and military exchanges resumed by Sept 2, 2026; Trump publicly floated regime change on Sept 3.
7. [sq2 | article_search | STRONG cred 85 | DOWN | RECENT] Aug 18: temporary ceasefire expired with Trump stating 'no talks or conversations' with Iran; negotiations on hold since.
8. [sq2 | article_search | MODERATE cred 65 | UP | DATED] Early August: Qatar and Oman mediation reportedly progressed, with a Hormuz reopening framework and June MoU providing a 60-day negotiation template.
9. [sq2 | article_search | MODERATE cred 75 | UP | DATED] CBS poll: 63% of Americans say war going badly and 67% want it ended now; administration originally promised a 4-6 week war.
10. [sq2 | article_search | MODERATE cred 70 | NEUTRAL | RECENT] Iran's IRGC and civilian government diverge on de-escalation, and Iran denies direct US talks while demanding blockade end and asset release.
11. [sq3 | code_execution | MODERATE cred 45 | NEUTRAL | VERY_RECENT] Scenario spread is wide: half-drift case gives P(190-250k)=0.57, while high-volatility case gives only 0.33.
12. [sq4 | code_execution | MODERATE cred 45 | UP | VERY_RECENT] Monte Carlo P(rate >228k by end-November) ranges 0.39 (half drift) to 0.61 (continuation), with recent Bonbast max already ~237.5k.

## Cross-Market Signals

### Polymarket
- "US announces end of Iranian blockade by September 14, 2026?" → Yes: 0.00, Volume: $1.7M
- "Putin out as President of Russia by December 31, 2026?" → Yes: 0.07, Volume: $21.2M
- "Will Ethereum dip to $1,500 by December 31, 2026?" → Yes: 0.12, Volume: $2.6M

Information gaps:
  - Exact Bonbast daily rate in mid-September 2026 and date range behind the 237.5k max
  - Historical base rate of rial moves after ceasefire/deal announcements (e.g., 2015 JCPOA, 2025 events)
  - Iranian central bank FX intervention capacity and reserves
  - Oil export volumes / Hormuz status in September 2026

Key uncertainties:
  - Whether renewed US-Iran fighting escalates or triggers a negotiated settlement before year-end
  - Effectiveness of secondary sanctions ('Operation Economic Outcast') on Iran's FX inflows
  - Possibility of a sharp rial spike (>300k) on regime instability
  - Whether the recent ~237.5k high was a transient spike or new level

## Required pre-forecast walkthrough

Before giving percentiles, address these explicitly in your rationale:
  (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%.
- **Anchor on markets/experts.** If liquid market prices, analyst forecasts, or community percentiles appear in the evidence, center your distribution on them and widen — don't override a liquid market without specific evidence it lacks.
- **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>
}

Percentiles MUST be in non-decreasing order (p10 <= p25 <= p50 <= p75 <= p90).