Archived research. Equity forecasting is part of the Runchey Research archive (methodology era 1) and is no longer actively updated. Everything remains published at its original URL. Browse the archive

Back to Forecasting
DOWResolved

Will DOW report Q1 2026 operating EBITDA of at least $1.0B?

Resolves May 1, 2026
IG: 0.80
ResolvedEarly Resolution
Outcome: NO
Source: DOW Q1 2026 earnings release (8-K filed 2026-04-23): operating EBITDA of $873M beat guidance ($750M) by 16% but fell short of the $1.0B threshold by $127M.
Resolved: April 23, 2026

Prediction Score

Initial Prediction
0.040
Brier Score
Final Prediction
0.040
Brier Score
No updates (single prediction batch)

Lessons Learned

Q1 EBITDA of $873M exceeded guide by 16% — a clear beat — but did not reach the $1.0B binary threshold. Baseline ensemble prediction of 0.20 (NO) correctly anchored on management's $750M guide and historical chemicals trough-quarter beat patterns of 10-20%. The actual beat magnitude (16%) was within the consensus beat range; models under-weighted the possibility that Middle East supply disruption would begin impacting Q1 results materially. With hindsight, the March supply-shock inflection added $50-100M of pricing benefit that models didn't anticipate, but even with that tailwind the threshold was not crossed. Calibration validated: 0.20 was an accurate assessment of the $1B tail.

Final Prediction

20%
Likely No
Model Agreement95%
Predictions9 runs
Last UpdatedApril 22, 2026

Why This Question Matters

Q1 2026 EBITDA is the first post-guide data point for the recovery thesis. Management guided Q1 to $750M, a flat step from Q4 2025 $741M. Hitting $1.0B would require material step-up from T2O cost savings, China VAT rebate benefit, or cycle recovery, and would validate the OPERATIONAL_EXECUTION = MEETING signal trending toward ACCELERATING. Missing guidance or printing flat would reinforce cycle-extension concerns and push FUNDING_FRAGILITY toward STRETCHED.

OPERATIONAL_EXECUTIONREVENUE_DURABILITY

Prediction Distribution

0%25%50%75%100%
Actual: NO
opus
sonnet
haiku
Range: 18%25%Aggregate: 20%
Individual Predictions(9 runs)
opusRun 1
20%

Management explicitly guided Q1 2026 to approximately $750M — a step of only ~$9M from Q4 2025 $741M. Hitting $1.0B requires a 33% beat against a flat guidance baseline. Roadkill Radar converged on OPERATIONAL_EXECUTION = MEETING (lower-end), explicitly not ACCELERATING. Companies typically deliver within +/-10% of near-term guide; a 33% beat is a tail event. China VAT rebate benefit and T2O incremental savings are real but unlikely to collectively deliver $250M in a single quarter above guide. Probability meaningfully below 30%.

Guide is $750M; $1B requires 33% beatMEETING lower-end, not ACCELERATINGQuarterly beats of 33% are tail events
opusRun 2
22%

Outgoing CEO Fitterling has incentive to set conservative exit guidance so Carter inherits achievable bar. That provides modest upside bias. However, $1.0B quarterly EBITDA implies $4B annualized run-rate which is 23% above FY25 $3.26B — this is cycle-recovery territory, not cycle-trough baseline. Q4 was flat. Q1 2026 working capital likely reverses some of FY25 $1.5B inventory benefit. Feedstock / raw materials moderate but not obviously favorable. I see $750-850M as base case, $850-950M as bull case, $1B+ as tail.

Conservative exit guidance adds modest upside bias$1B quarterly implies 23% annualized recovery from FY25Working capital reversal is a headwind
opusRun 3
18%

Moat Mapper's structural erosion signal is important here. If cycle-peak EBITDA compression continues ($8-10B -> $6.5-7B -> projected $5-6B), Q1 2026 at $1B+ would imply the new 'cycle peak' is arriving — inconsistent with the committee's Q1 recovery framing which expects EBITDA to build through 2026-2027. A $1B Q1 print would be positively surprising on magnitude and would suggest structural framing is wrong; base rates for this kind of inflection in a single quarter are low. 15-20% probability.

Structural erosion signal argues against early Q1 inflectionWould require arriving at cycle peak in Q1Historical quarterly EBITDA inflections are rare
sonnetRun 1
22%

Company guided $750M for Q1. Beats to guidance in chemicals cycle-trough quarters are typically 5-15%. A 33% beat requires external positive shock (commodity spike, unexpected price/mix benefit, T2O overachievement). China VAT rebate elimination is a real tailwind but incremental, not step-change. Probability of $1B+ print: ~20%.

Typical trough-cycle beat is 5-15%33% beat requires external shockChina VAT rebate is incremental not step-change
sonnetRun 2
25%

Cycle trough quarters can show abrupt inflections when multiple tailwinds align. FY25 restructuring completion means FY26 base has lower SG&A; T2O has been delivering; European rationalization is starting to take effect. If Q1 2026 catches favorable tailwinds (feedstock timing, polyethylene pricing recovery, Sadara losses moderating), $900M-$1B is within reach. I place probability at 25% because the model under-weights the cumulative impact of restructuring completion.

Restructuring completion lowers SG&A baseT2O delivering incremental savingsMultiple small tailwinds could align
sonnetRun 3
20%

Myth Meter's DEMANDING classification implies the market is already partly pricing Q1 modest beat (~$800-900M). Management underselling guide to $750M is a classic beat-setup. But $1B is a round-number narrative threshold that would drive outsized stock reaction — exactly why company wouldn't guide to it. Typical conservative-guide firms beat by 10-20%, putting most-likely outcome at $825-$900M. Probability of $1B+: ~20%.

Conservative guide sets up modest beatTypical beat is 10-20% (not 33%)$1B is narrative threshold unlikely to be crossed accidentally
haikuRun 1
22%

Guide $750M, need $1B (33% beat). Unusual magnitude for a single quarter. T2O and China VAT rebate provide tailwinds but insufficient to bridge gap alone. Most likely outcome is modest beat to $800-900M. ~20-25% probability of $1B+.

33% beat is rareTailwinds insufficient aloneModest beat more likely
haikuRun 2
20%

Guidance is $750M with cycle-trough fundamentals. $1B represents 23% annualized EBITDA recovery from FY25 in Q1 alone — aggressive. Not impossible given restructuring + T2O but probability lower than base case.

23% annualized recovery required in one quarterAggressive vs cycle-trough patternRestructuring provides some lift
haikuRun 3
20%

Company guidance is the strongest anchor. $750M guide + historical beat patterns of 10-20% implies most-likely print of $800-900M. $1B requires significantly above-trend beat. Probability around 20%.

Guidance is strongest anchorHistorical beat patterns 10-20%$1B requires above-trend beat

Resolution Criteria

Resolves YES if DOW's Q1 2026 earnings release (or 10-Q) discloses operating EBITDA (non-GAAP, as defined by DOW) of $1.0B or more. Resolves NO if reported operating EBITDA is below $1.0B.

Resolution Source

DOW Q1 2026 earnings release, earnings call slides, and 10-Q filing

Source Trigger

Q1 2026 operating EBITDA >= $1.0B (vs flat Q4 2025 $741M and guide $750M)

roadkill-radarOPERATIONAL_EXECUTIONHIGH
View DOW Analysis

Full multi-lens equity analysis