Forecaster

Source Document for Event 2 (09-09-2026)

Ukraine–Russia War: Probability of Ending Before October 1, 2026

Updated September 9, 2026

Event Definition

The event resolves positively if, before October 1, 2026, one of the following occurs:

  1. Russia and Ukraine sign a peace treaty or another qualifying written agreement that ends the war;
  2. Russia annexes Ukraine; or
  3. Ukraine wins the war in a manner that changes the authorities governing the Kremlin.

A temporary humanitarian pause, limited ceasefire, prisoner exchange, diplomatic meeting, or informal political announcement would not normally qualify unless it clearly constitutes a written, war-ending agreement under the event’s resolution rules.

As of September 9, 2026, the remaining window runs through September 30, 2026: 22 calendar dates including September 9, or approximately 21 full days after September 9.


1. Executive Forecast

Estimated probability of a qualifying event before October 1, 2026: approximately 1–2%

My central estimate is now approximately 1.5%, down slightly from the previous central estimate of roughly 2%.

The newest development is a one-hour telephone conversation between U.S. President Donald Trump and Russian President Vladimir Putin on September 8. The Kremlin characterized the discussion as constructive and said Trump sought a rapid end to the war and the restoration of U.S.–Russia relations. Putin reportedly supported the general objective, but the Kremlin’s public account did not identify any agreement on a ceasefire, territorial concessions, security guarantees, or a schedule for direct negotiations. (aljazeera.com)

This call keeps high-level diplomacy active and modestly raises the probability of another meeting. It does not, however, materially demonstrate that Moscow has accepted the compromises required for a war-ending agreement.

The negative evidence remains stronger:

  • The three-day pause surrounding the U.S. envoys’ visits expired.
  • Russia resumed strikes on Kyiv, reportedly killing at least five people in the latest attack. (abc.net.au)
  • The September 5–6 U.S. mission produced no announced ceasefire or settlement.
  • Reporting indicates that Putin remains unwilling to make major concessions, particularly on territory. (kyivindependent.com)
  • U.S. Secretary of State Marco Rubio said substantial work remains after the envoys’ meetings. (apnews.com)
  • European and U.S. officials are reportedly increasingly preparing for the war to continue into 2027 rather than expecting an imminent settlement. (reddit.com)

Updated probability assessment

Outcome before October 1, 2026Estimated probability
Qualifying peace treaty, armistice, or war-ending written agreement1–2%
Russian annexation of all or most of UkraineFar below 1%
Ukrainian victory involving a change in Kremlin authoritiesFar below 1%
War continues without a qualifying settlement98–99%

The central positive scenario is no longer a comprehensive treaty. It is a rapidly negotiated written armistice or interim agreement that freezes hostilities while postponing the most difficult territorial questions. That outcome remains possible, particularly if Trump, Putin, and Zelenskyy meet in late September, but the available evidence does not show that the parties are close to accepting such an arrangement.


2. Developments Since the Previous Assessment

2.1 Trump and Putin held a follow-up telephone call

On September 8, Trump and Putin held a phone conversation following the visits by Steve Witkoff and Jared Kushner to Moscow and Kyiv. According to the Kremlin’s account, Trump expressed a desire for a swift end to the war and for the restoration of U.S.–Russia relations. Putin reportedly endorsed the general objective and discussed the military situation and Russia’s plans to achieve its battlefield goals. (aljazeera.com)

This is a modestly positive development because it shows that the envoys’ mission led to continued leader-level engagement rather than an immediate diplomatic breakdown. It also creates a channel through which Trump could attempt to press Putin directly.

However, the public readout did not mention:

  • a nationwide ceasefire;
  • a cessation of airstrikes;
  • a leaders’ summit;
  • a territorial compromise;
  • a security-guarantee framework;
  • a withdrawal timetable; or
  • a written settlement.

The Kremlin’s statement that Putin discussed Russia’s military plans is particularly important. It suggests that Moscow continues to view battlefield pressure as part of its strategy rather than treating the diplomatic process as a reason to stop military operations. (apnews.com)

The call therefore increases the chance of additional diplomacy more than it increases the chance of a signed agreement before the deadline.

2.2 Zelenskyy expects a possible meeting with Trump around September 20

Zelenskyy has said he expects to meet Trump in late September, possibly around September 20, during the period of the UN General Assembly in New York. He indicated that the meeting could be used to discuss the next stage of the peace process and potentially organize a trilateral meeting involving Ukraine, Russia, and the United States. (abc.net.au)

This is the most important remaining diplomatic opportunity within the event window. A meeting between Trump and Zelenskyy could help reconcile U.S. and Ukrainian positions before Washington engages Moscow again. A subsequent Trump–Putin–Zelenskyy meeting could, in theory, produce a ceasefire or interim agreement.

The probability impact is limited by three factors:

  1. The meeting has not been definitively confirmed as a settlement summit.
  2. There is no public indication that Putin has agreed to attend a trilateral meeting.
  3. Even a late-September summit would leave little time to draft, negotiate, and sign a legally or politically binding agreement before October 1.

Thus, the prospective Trump–Zelenskyy meeting raises the probability of diplomatic activity, but only modestly raises the probability of a qualifying resolution.

2.3 The resumption of attacks has become clearer

The pause associated with the U.S. envoys’ visits ended, and Russia resumed attacks on Kyiv and other Ukrainian locations. Reports on September 9 said the renewed strikes killed five people. Ukrainian officials accused Putin of undermining Washington’s peace initiative. (abc.net.au)

The attacks are significant not merely because of their humanitarian consequences, but because they clarify the character of the earlier pause. It was a short-term security arrangement surrounding diplomatic travel, not an emerging nationwide ceasefire.

There is no evidence of:

  • sustained restraint along the front;
  • a ban on missile and drone attacks;
  • formal military disengagement;
  • independent monitoring; or
  • a commitment to convert the pause into an armistice.

This remains strong evidence against a rapid war-ending settlement.

2.4 U.S. officials continue to describe the process as incomplete

The U.S. envoys described their meetings in Moscow and Kyiv as meaningful and encouraging, but no concrete agreement emerged. Subsequent U.S. messaging has emphasized that substantial work remains. (cbsnews.com)

The Kyiv discussions included territorial issues, security guarantees, Ukraine’s future military posture, economic recovery, and reconstruction. Zelenskyy said the territorial question remained unresolved and that some issues could be settled only at the leaders’ level. (president.gov.ua)

This suggests that the diplomatic process has been reactivated but is still at the stage of exchanging proposals and testing political positions. It has not yet reached the implementation stage required for a treaty or armistice.

2.5 Russia remains formally open to talks but has not accepted the core compromises

The Kremlin has said that Russia does not rule out renewed three-way talks involving Washington and Kyiv. (rte.ie)

That is preferable to an explicit rejection of diplomacy, but Russia’s position remains highly conditional. Reporting indicates that Putin continues to press major territorial demands and has not shown readiness to make meaningful concessions. (kyivindependent.com)

The principal unresolved issues include:

  • Russia’s demand for Ukrainian territorial concessions;
  • Ukraine’s refusal to recognize Russian annexations;
  • the future of occupied territory;
  • the line of control;
  • Western security guarantees;
  • Ukraine’s military capabilities after a ceasefire;
  • sanctions relief; and
  • enforcement mechanisms.

There is no public evidence as of September 9 that Moscow has accepted a framework resolving or deferring these issues in a form acceptable to Kyiv.

2.6 External observers increasingly expect the war to continue into 2027

Some European and U.S. officials are reportedly resigned to the conflict continuing into next year after the September diplomatic initiative failed to produce a breakthrough. (reddit.com)

This reporting is based partly on unnamed officials and should not be treated as definitive. Nevertheless, it is consistent with the broader evidence: active fighting has resumed, negotiations remain exploratory, and neither side appears to be preparing its domestic audience for an imminent compromise.

It is also consistent with longer-range scenario analysis that has judged an end to the war in 2026 unlikely, while expecting continued military pressure and delayed ceasefire negotiations. (acaps.org)


3. Current State of the Diplomatic Process

The diplomatic process now has several active components:

  1. U.S.–Russia leader-level contact: Trump and Putin spoke on September 8.
  2. U.S.–Ukraine coordination: Zelenskyy is seeking a meeting with Trump around September 20.
  3. Potential trilateral diplomacy: Russia has not ruled out renewed trilateral talks.
  4. Possible UN General Assembly venue: Senior officials may meet in New York during the high-level General Assembly period.
  5. Winter de-escalation discussions: Zelenskyy has said Washington is exploring ways to reduce hostilities during the winter while restarting broader negotiations. (axios.com)

The process therefore has more diplomatic activity than it did several weeks ago. But it remains a process of reconnection, not a settlement process near completion.

The sequence required for a positive resolution is still long:

  1. Trump and Zelenskyy agree on a common negotiating position;
  2. Putin agrees to a trilateral meeting;
  3. Russia accepts a ceasefire framework;
  4. Ukraine accepts the security and territorial terms;
  5. The parties draft a written instrument;
  6. The agreement includes sufficiently broad cessation-of-hostilities language;
  7. Russia and Ukraine sign it before September 30.

The event’s short remaining window makes each additional prerequisite important.


4. Plausible Routes to a Positive Resolution

4.1 A written interim armistice

The most plausible positive scenario is a written interim agreement rather than a final peace treaty.

Such an agreement could:

  • halt nationwide attacks;
  • freeze forces along the current line of contact;
  • establish monitoring arrangements;
  • provide for prisoner exchanges and humanitarian access;
  • defer final territorial status;
  • create a timetable for further negotiations; and
  • include provisional security guarantees.

This would allow both sides to avoid immediately resolving sovereignty questions. It could also be presented politically as a ceasefire or first-stage peace framework rather than a final settlement.

The difficulty is that Ukraine would need credible guarantees against renewed invasion, while Russia would likely seek recognition of its military and territorial gains or restrictions on Ukraine’s future military alignment. No public evidence indicates that these core issues have been bridged.

4.2 A Trump–Zelenskyy meeting followed by a trilateral summit

A meeting between Trump and Zelenskyy around September 20 could be followed by a Trump–Putin–Zelenskyy summit during the UN General Assembly period.

This is the clearest remaining diplomatic pathway. The UN General Assembly is scheduled to provide a concentration of senior diplomatic activity in New York during the second half of September. The timing leaves approximately ten days between a potential September 20 meeting and the October 1 deadline.

A summit could produce a rapid political decision if the leaders already have a draft framework. But there is currently no public evidence that such a draft has been accepted by both governments. A summit that merely announces future negotiations would not qualify.

4.3 A broader version of the temporary capital pause

The recent three-day pause demonstrates that the parties can coordinate limited restraint when diplomatic incentives are strong. A similar mechanism could be expanded to:

  • airstrikes against cities;
  • energy infrastructure;
  • nuclear facilities;
  • shipping;
  • humanitarian corridors; or
  • the entire line of contact.

A limited pause would not necessarily qualify under the event definition. It would need to be sufficiently broad, written, and intended to end active hostilities rather than merely facilitate diplomacy.

A short humanitarian or aerial pause is therefore more likely than a qualifying war-ending agreement.

4.4 Sudden U.S. pressure on one or both parties

Trump could attempt to force a breakthrough by threatening changes in military support, sanctions policy, diplomatic recognition, or U.S.–Russia relations. The September 8 call shows that Trump remains personally engaged with Putin.

However, pressure could also produce the opposite result. If Russia believes that continued fighting will improve its position, it may reject a rushed compromise. If Ukraine believes the proposed terms would leave it vulnerable to another invasion, Kyiv may reject an agreement even under strong U.S. pressure.


5. Structural Obstacles

5.1 Territorial demands

Territory remains the central obstacle. Russia reportedly continues to demand substantial Ukrainian concessions, including territory it does not fully control, while Ukraine rejects recognition of Russian annexations and seeks a settlement that preserves sovereignty and future security. (rte.ie)

Any viable written settlement would need to address at least:

  • the current line of control;
  • the status of occupied territories;
  • military withdrawals or restrictions;
  • local governance;
  • displaced civilians;
  • sanctions;
  • reconstruction;
  • future negotiations or referendums; and
  • consequences for violations.

There is no public indication that the parties have resolved these questions.

5.2 Security guarantees

Ukraine has emphasized that a ceasefire without credible enforcement could merely allow Russia to rearm and attack again. Zelenskyy has continued to insist that any peace arrangement contain meaningful security guarantees. (president.gov.ua)

Potential guarantees could involve:

  • continued Western arms deliveries;
  • bilateral defense commitments;
  • international monitoring;
  • foreign personnel;
  • sanctions snapback provisions;
  • restrictions on Russian force deployments; or
  • a commitment to respond to renewed aggression.

These mechanisms are politically and legally difficult to negotiate, especially within three weeks.

5.3 Russia’s continued military strategy

The Kremlin’s public messaging after the Trump call reportedly included discussion of Russia’s plans to achieve military objectives. Russia also resumed attacks as soon as the diplomatic pause ended. (apnews.com)

This indicates that Moscow has not yet decided that an immediate ceasefire is preferable to continued battlefield pressure. If Putin believes time favors Russia, he may use negotiations to gain diplomatic benefits without accepting a binding settlement.

5.4 Ukraine is preparing for continued war

The September 6 Kyiv discussions reportedly addressed Ukraine’s preparations for continuing the war through the winter. Zelenskyy’s public statements have similarly framed the proposed U.S. process as winter de-escalation and renewed negotiations, not as an imminent final settlement. (axios.com)

This dual-track approach—negotiating while preparing for further fighting—is unfavorable to a forecast requiring an agreement before October 1.

5.5 The deadline is extremely close

Even if diplomacy accelerates, the remaining period is short:

  • 22 calendar dates remain, counting September 9 through September 30;
  • the UN General Assembly opportunity is concentrated in the latter half of the month;
  • a potential Trump–Zelenskyy meeting around September 20 is not yet a completed event;
  • no trilateral summit is publicly confirmed; and
  • no draft agreement has been released.

A late breakthrough is possible, but the logistical and political margin for error is very small.

5.6 No credible military-collapse pathway

There is no credible indication that Russia will annex all or most of Ukraine before September 30. Such an outcome would require an extraordinary collapse of Ukrainian military and political resistance.

There is likewise no credible indication that Ukraine can defeat Russia in a way that changes the authorities governing the Kremlin within the remaining period. Both military-collapse scenarios remain far below 1%.


6. Scenario Analysis

Scenario A: Rapid diplomatic breakthrough

Estimated probability: 1–2%

Trump and Zelenskyy meet, Putin agrees to a trilateral process, and the parties sign a written armistice or interim settlement before September 30.

This is the only serious positive scenario. It is supported by continued high-level U.S.–Russia contact, Zelenskyy’s expected late-September meeting with Trump, and Russia’s formal refusal to close the door on additional talks. (kyivindependent.com)

It remains unlikely because there is no evidence of agreement on territory, security guarantees, or enforcement.

Scenario B: Renewed negotiations without a qualifying settlement

Estimated probability: 30–40%

Trump and Zelenskyy meet, Russia participates in additional consultations, or senior officials gather during the UN General Assembly period. The parties may produce proposals or a political statement but fail to sign a war-ending agreement.

This is the most likely diplomatic outcome. The recent U.S. mission and Trump–Putin call have kept negotiations alive, but no concrete settlement has emerged. (apnews.com)

Scenario C: Temporary or limited ceasefire

Estimated probability: 5–10%

The parties agree to another humanitarian, aerial, infrastructure-related, or geographically limited pause that does not meet the event’s resolution standard.

This is more likely than a final treaty. The previous capital pause shows that limited restraint is possible, but its expiration and the subsequent strikes show why it should not be treated as an emerging peace agreement. (abc.net.au)

Scenario D: Continued fighting with intermittent diplomacy

Estimated probability: 58–68%

The United States continues talking with both governments, possibly including a Trump–Zelenskyy meeting or UN-related consultations, while military operations continue through the end of September.

This remains the base case. It is supported by resumed attacks, unresolved territorial demands, the absence of a ceasefire, and reports that officials increasingly expect the war to continue into 2027. (reddit.com)

Scenario E: Decisive military or political collapse

Estimated probability: far below 1%

This includes full Russian annexation of Ukraine, the replacement of Kremlin authorities following a Ukrainian victory, or an equivalent systemic collapse before October 1.

There is no current evidence supporting this pathway.


7. Indicators That Would Change the Forecast

The probability should rise sharply if any of the following occur:

  1. Russia and Ukraine announce a nationwide ceasefire.
  2. Putin agrees to meet Zelenskyy directly before September 30.
  3. A formal Trump–Putin–Zelenskyy summit is scheduled.
  4. Moscow accepts negotiations based on the current line of contact.
  5. Russia agrees to defer territorial-status questions.
  6. Ukraine and Russia issue a joint statement describing the same framework.
  7. A draft armistice or peace agreement is publicly released.
  8. The United States announces specific, enforceable security guarantees.
  9. Independent monitoring or enforcement arrangements are established.
  10. Russian and Ukrainian attacks fall sharply for several consecutive days.
  11. The Trump–Zelenskyy meeting around September 20 produces a concrete negotiating mandate.
  12. The Kremlin’s public language shifts from achieving military objectives to implementing a ceasefire.

The forecast should fall toward or below 1% if:

  • no trilateral meeting is scheduled before September 30;
  • the Trump–Zelenskyy meeting does not occur;
  • Russia continues major attacks after high-level diplomatic contacts;
  • Moscow reiterates maximal territorial demands;
  • Kyiv rejects proposed terms as incompatible with sovereignty or security;
  • either side announces a major offensive or mobilization; or
  • the U.S. administration publicly acknowledges that the parties remain far apart.

8. Final Assessment

The diplomatic channel remains active. The U.S. envoys met Putin and Zelenskyy, Trump subsequently spoke with Putin, and Zelenskyy expects a possible meeting with Trump around September 20. Russia has not categorically ruled out renewed trilateral talks, and Washington is exploring winter de-escalation measures. (aljazeera.com)

These developments prevent the probability from falling to zero. A late U.S.-brokered armistice remains possible, particularly if the leaders decide that a temporary freeze is preferable to continued winter fighting.

Nevertheless, the new evidence is still more negative than positive for the specific event. The three-day pause ended, attacks resumed with additional deaths, no nationwide ceasefire was announced, no draft settlement was released, and no evidence has emerged that Russia accepted the territorial and security compromises required by Ukraine. (abc.net.au)

The remaining deadline is also highly restrictive. Even if Trump and Zelenskyy meet around September 20, only approximately ten days would remain to obtain Russian participation, settle the main disputes, draft an agreement, and secure signatures before October 1.

Final forecast

Estimated probability that the Ukraine–Russia war ends through a qualifying treaty, armistice, settlement, Russian annexation of Ukraine, or Ukrainian victory involving a change in Kremlin authorities before October 1, 2026: approximately 1–2%, with a central estimate near 1.5%.

The most likely outcome is that the war continues beyond October 1, 2026, with further U.S.-mediated diplomacy, a possible Trump–Zelenskyy meeting in late September, and perhaps additional discussions involving Russia during the UN General Assembly period. A limited ceasefire is materially more likely than a qualifying war-ending agreement, while Russian annexation of Ukraine or a Ukrainian victory that changes Kremlin authorities remains extraordinarily unlikely.