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
HOODResolved

Will Robinhood's crypto transaction revenue decline more than 30% quarter-over-quarter in Q4 2025?

Resolves March 15, 2026
IG: 0.64
ResolvedEarly Resolution
Outcome: NO
Source: Robinhood Q4 2025 earnings press release (Feb 10, 2026): Q4 2025 crypto transaction revenue $221M, down 38% YoY but only ~17.5% QoQ decline from Q3's ~$268M
Resolved: February 10, 2026

Crypto revenue declined QoQ but well within the 30% threshold. The YoY decline (-38%) reflects Q4 2024 being an unusually strong crypto quarter, not a Q4 2025 collapse. The ensemble correctly identified that post-election crypto bull market conditions and Bitstamp institutional volumes would prevent a 30%+ single-quarter decline.

Prediction Score

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

Final Prediction

20%
Likely No
Model Agreement94%
Predictions9 runs
Last UpdatedFebruary 9, 2026

Why This Question Matters

Crypto is the highest-volatility revenue component, identified independently by three lenses. At 21% of total revenue with +339% YoY growth, it is simultaneously the largest growth driver and the most fragile stream. The Gravy Gauge models 70%+ decline potential in crypto winters. A >30% QoQ decline in Q4 2025 would be an early indicator of cycle turning and would stress-test whether the Bitstamp acquisition genuinely raises the cyclical floor. Stability or growth would extend the favorable-cycle thesis.

REVENUE_DURABILITYCOMPETITIVE_POSITION

Prediction Distribution

0%25%50%75%100%
Actual: NO
opus
sonnet
haiku
Range: 15%25%Aggregate: 20%
Individual Predictions(9 runs)
opusRun 1
18%

A 30%+ QoQ decline from $268M requires Q4 crypto revenue below $187.6M. The analysis context notes post-election enthusiasm as a positive factor for Q4 specifically, and Q4 2025 (Oct-Dec) coincides with the period following the November 2024 US presidential election when crypto markets experienced sustained bullish momentum. Bitstamp volumes were up 60%+ QoQ post-acquisition (closed Jun 2025), adding institutional trading volume that raises the floor. While the committee correctly identifies crypto as the most volatile revenue component with 70-80% decline potential in full crypto winters, a 30%+ single-quarter QoQ decline during an active bull cycle is historically rare. Such sharp declines typically require a catalyst like a major exchange failure or regulatory crackdown, neither of which is flagged in the analysis. The insider selling (-$185.4M net) is concerning but may reflect planned diversification during a strong period rather than anticipation of a crypto collapse.

Post-election crypto euphoria continued through Q4 2025Bitstamp adds institutional volume floor30% QoQ decline in single quarter during bull cycle is historically rare
opusRun 2
25%

The committee unanimously classifies the current ~$1B+ annualized crypto rate as cycle-peak. The key tension is between the committee's structural assessment (cycle-peak, not sustainable) and the specific quarter in question. Q4 2025 includes October-December, and crypto markets can shift rapidly. The unresolved debate about whether Bitstamp genuinely raises the cyclical floor or merely extends the peak is central. If peak dynamics dominate, sharp intra-cycle corrections of 30%+ in a single quarter are possible -- Bitcoin has historically experienced 20-30% drawdowns even within bull markets. Smart exchange routing's lower take rates (as low as 10 bps vs. blended 60 bps) could amplify revenue declines even if volumes hold, since revenue = volume x take rate. However, the post-election period traditionally supports risk assets. I weight this at 0.25 -- elevated above base rate for crypto cycle risk but below 50% given the favorable Q4 timing.

Committee consensus: current rate is cycle-peak not baselineSmart routing could compress take rates, amplifying volume declinesIntra-bull-market corrections can exceed 20-30% in BTC price
opusRun 3
22%

The critical gap flagged in the analysis -- Q4 2025 earnings due Feb 10, 2026 -- means the actual Q4 period has already concluded. The question is whether crypto trading volumes and revenue declined sharply during Oct-Dec 2025. Three factors argue against a 30%+ decline: (1) The post-election crypto rally that began in late 2024 showed sustained momentum through 2025, with Bitcoin ETF inflows providing a structural demand floor; (2) Bitstamp institutional volumes represent incremental revenue that didn't exist in prior quarters; (3) Robinhood's third cycle experience means better product positioning (smart routing, expanded crypto offerings). The 70-80% decline potential cited by the committee refers to full crypto winter scenarios lasting multiple quarters, not single-quarter drops during an active cycle. However, Q3 2025's $268M may have been unusually elevated by Bitstamp integration ramp-up effects, making the comp harder. Net assessment: more likely than not that Q4 holds above the $187.6M threshold.

Q4 period already concluded; post-election rally momentum favors sustained volumesBitstamp institutional volumes are incremental to prior periods70-80% decline scenarios span multiple quarters, not single QoQ
sonnetRun 1
15%

This is a straightforward timing question. Q4 2025 was October through December 2025. Bitcoin was in a strong post-election rally during this period, with prices well above the levels seen during Q3 2025. Crypto trading volumes track BTC price momentum closely. A 30%+ QoQ revenue decline would require either a massive crypto crash during Q4 or severe take rate compression. Neither is supported by the analysis context. The Bitstamp acquisition added volume, and management cited volumes up 60%+ QoQ post-acquisition. The committee's concern about cycle-peak dynamics is valid for the medium term but not for this specific quarter. Probability is low.

BTC rally continued through Q4 2025 post-election periodBitstamp volumes incremental and growingNo catalyst for 30%+ single-quarter crash identified
sonnetRun 2
22%

The 30% threshold is aggressive for a single quarter. From the analysis facts: Q3 2025 crypto revenue was $268M, up 339% YoY from ~$61M. The Bitstamp acquisition adds institutional capabilities with volumes up 60%+ QoQ. Even if retail crypto enthusiasm waned somewhat in Q4, the institutional volume base from Bitstamp should provide a meaningful floor. The committee's structural concern about cycle-peak is warranted for multi-quarter analysis, but the specific question asks about a single QoQ period during what remains a bull cycle. Smart routing's take rate compression is a real risk but would need to be dramatic to produce a 30%+ revenue decline alongside still-elevated volumes. The heavy insider selling is a yellow flag but insiders sell for many reasons.

Bitstamp institutional volumes provide floor against 30% declineSingle-quarter 30% decline requires dramatic catalystTake rate compression from smart routing is gradual, not sudden
sonnetRun 3
20%

The analysis notes Q4 2025 earnings are due Feb 10, 2026, meaning the quarter has already passed. The post-election period (Nov 2024 forward) was characterized by strong crypto market performance driven by expectations of favorable US regulatory environment. By Q4 2025, Bitcoin had been in a sustained bull market for over a year. While the committee correctly flags that 70-80% declines are possible in crypto winters, the timing of this question -- a single quarter during an active bull cycle with incremental Bitstamp volumes -- makes a 30%+ decline unlikely. The take rate compression from smart routing is a medium-term headwind but would not cause a step-function decline in a single quarter. I estimate roughly 20% probability, accounting for tail risk of a sudden crypto market reversal.

Post-election regulatory optimism supports crypto through Q4 2025Bull market context makes 30% QoQ decline a tail risk scenarioBitstamp and product improvements buffer against sharp decline
haikuRun 1
17%

Q4 2025 was a strong crypto quarter due to post-election momentum. Bitstamp adds institutional volume. A 30%+ QoQ decline from $268M requires crypto revenue below $187.6M -- extremely unlikely during a bull market quarter. The committee's cycle-peak warning applies to the medium term, not this specific quarter.

Post-election crypto bull market in Q4 2025Bitstamp institutional volumes incremental30% threshold too aggressive for single bull-market quarter
haikuRun 2
23%

While the committee's cycle-peak classification is well-supported, Q4 2025 specifically benefited from continued crypto enthusiasm. The $268M Q3 figure may have been peak, but a 30%+ decline in a single quarter requires a severe downturn. Bitstamp volumes and smart routing expansion provide some buffer. Insider selling is concerning but not predictive of a single-quarter crypto crash. Probability is low but not negligible given crypto volatility.

Cycle-peak classification valid but Q4 timing favorableBitstamp provides volume bufferCrypto volatility creates non-trivial tail risk
haikuRun 3
19%

Three key facts: (1) Q4 2025 was during active crypto bull market with post-election tailwinds; (2) Bitstamp adds institutional volume not present in prior quarters; (3) 30% QoQ decline threshold is historically rare for a single quarter outside crypto winter onset. The committee's 70-80% decline scenarios span multiple quarters. Low probability for this specific quarter.

Active bull market in Q4 2025Institutional volume from BitstampSingle-quarter 30% decline rare outside winter onset

Resolution Criteria

Resolves YES if Robinhood's Q4 2025 cryptocurrency transaction-based revenue (as reported in the Q4 2025 earnings release or 10-K filing) declines more than 30% from Q3 2025's cryptocurrency transaction revenue. Resolves NO if Q4 2025 crypto transaction revenue declines 30% or less, or increases from Q3 2025.

Resolution Source

Robinhood Markets Q4 2025 / FY2024 earnings release or Form 10-K

Source Trigger

Crypto market cycle reversal -- BTC price, trading volumes as leading indicator for 21% of revenue

gravy-gaugeREVENUE_DURABILITYHIGH
View HOOD Analysis

Full multi-lens equity analysis