Tools chosen: kalshi_direct earnings_data claude_news kalshi_related code_execution

Sub-questions (Fermi decomposition)

Planner reasoning

This resolves on Robinhood's reported funded customers for 2026, disclosed in earnings reports. The market price is the anchor; recent funded customer counts and growth trends are the key empirical drivers.

# Current state The question asks whether Robinhood will report **above 30.2 million funded customers for full-year 2026** (resolution by 2028-03-31). As of May 2026, Robinhood had ~27.7M funded customers, requiring ~2.5M additional customers in ~7 months at a current run-rate of ~110K/month. # Timeline of key events - **2024-Q4**: 25.2M funded customers (confirmed, SEC 8-K) - **2025-Q1**: 25.8M — definition expanded to include TradePMR RIA customers (confirmed, SEC 8-K) - **2025-Q2**: 26.5M — definition expanded to include Bitstamp customers from June 2025 (confirmed, SEC 8-K) - **2025-Q3**: 26.8M (confirmed, Robinhood IR) - **2026-Q1**: 27.4M — stock dropped 13.2% post-earnings on weaker profit/crypto revenue (confirmed, Robinhood IR) - **2026-04-30**: 27.6M (confirmed, Robinhood monthly operating data) - **2026-05-31**: 27.7M (confirmed, Robinhood monthly operating data) --- # Event Will Robinhood Markets Inc. report above 30.2 million funded customers in 2026? # Outcomes to forecast - **Yes**: Robinhood reports >30.2M funded customers at some point in 2026 - **No**: Does not reach that threshold # Kalshi market anchor - **Current YES price: 19%** (KXHOODA-28JANFUNDED-30200000.0) - 7-day change: +9pp; 30-day change: +9pp (recently repriced upward) - Price range since inception: 5%–19%; avg daily volume: 480 contracts; only 6 data points — thin market # Sub-question answers 1. **Most recently reported funded customer count and quarterly trend?** — 27.7M as of May 2026; Q1 2026 added 1.7M YoY (+6% YoY), but recent monthly adds are ~110K/month (April–May 2026). [Robinhood IR, monthly operating data] 2. **Historical net quarterly growth rate over past year?** — Q2 2025: +1.7M net; Q3 2025: +0.3M net; Q4 2025 implied: ~0.3M; Q1 2026: +0.6M net. Recent quarterly run-rate ~0.3–0.6M/quarter, down from Q4 2024 peak of +0.9M. [SEC filings, Robinhood IR] 3. **Will funded customers exceed 30.2M by end of 2026?** — At current ~110K/month, reaching 30.2M requires ~23 more months from May 2026 — far beyond year-end 2026. Even under moderate scenario (0.475M/q), P50 = 29.1M, P90 = 30.1M. [code_execution Monte Carlo] 4. **Guidance or analyst estimates for 2026 customer growth?** — No explicit customer count guidance from management. Analysts have reduced price targets citing weaker revenue/margin assumptions. Company cited "20%+ annualized net deposit growth" but that reflects assets, not users. [claude_news, Yahoo Finance] # Key facts (high-confidence, factual) 1. [Robinhood IR, May 2026] 27.7M funded customers as of May 31, 2026 — gap to target: **2.5M** 2. [Robinhood IR] YoY growth rate decelerating: ~10% in Q2–Q3 2025 → ~6% in Q1 2026 3. [code_execution] Required avg: **0.63M/quarter** for remaining ~2.5 quarters — 1.3× recent trend, 1.9× historical average 4. [SEC 8-K] Definition changes (TradePMR Q1 2025, Bitstamp June 2025) inflated organic comparisons 5. [claude_news] Q1 2026 earnings miss: crypto revenue -47% YoY to $134M; stock fell 13.2% 6. [code_execution] Monte Carlo blended probability: ~15% (30% conservative / 40% moderate / 30% optimistic weighting) # Cross-market signals - **Kalshi (this market)**: 19% YES — recently jumped from ~5–10% range, suggesting new information or thin-market repricing - **Kalshi related**: Nu Holdings >143M customers at 90% — unrelated but shows platform activity - **Polymarket**: No data found - **Sportsbook**: N/A # Analyst opinions and speculation - [claude_news/Yahoo Finance] Analyst price targets reduced post-Q1 2026 miss; "more cautious assumptions on revenue growth, profit margins" - [claude_news] Growth catalysts: $124T intergenerational wealth transfer, Trump Accounts/BNY partnership, Robinhood Banking (200K customers, $1.3B AUM as of Jan 2026) — nascent but not near-term volume drivers - [claude_news] International (UK/EU via Bitstamp) and banking products could accelerate, but no evidence of imminent large cohort additions # Directional lean per outcome - **Yes (>30.2M)**: Would require ~2.5M net adds in ~7 months. Needs crypto bull market revival, successful international expansion, or major new product cohort. Recent monthly cadence (~110K/month) makes this implausible without step-change acceleration. Kalshi recently repriced from 10% → 19%, possibly reflecting optimism about catalysts. - **No**: Strong base case. P50 projection ~28–29M by year-end 2026. Growth decelerating. Recent earnings miss signals headwinds. Current trajectory requires ~23 months to reach target. # Gaps / unknowns - Q2 2026 earnings not yet reported — could reveal acceleration or further deceleration - June 2026 monthly data not yet available - Whether "Trump Accounts" partnership drives meaningful near-term user additions - Potential for large M&A or partnership that adds a customer cohort (e.g., another platform acquisition like TradePMR/Bitstamp) # Calibration anchors - **Kalshi current YES price: 19%** (primary anchor — recently +9pp from ~10%) - Monte Carlo blended estimate: ~15% (code_execution) - P90 of moderate scenario: ~30.1M — barely misses even in best-case tail - Historical precedent: Only Q4 2024 (+0.9M/q) approached the needed pace, and that was a crypto-peak quarter not sustained **Assessment**: Kalshi at 19% appears slightly high relative to the quantitative model (~15%), but the recent upward move may reflect genuine catalyst optimism (Trump Accounts, international). Fair probability range: **14–19%**, leaning toward the lower end absent evidence of acceleration.

1. Both forecasters treat the Kalshi 19% price as slightly high relative to their models (~15%), but neither adequately investigates the reason for the recent +9pp jump from the 5–10% historical range — if this reflects genuine new information (e.g., a Trump Accounts cohort addition or M&A announcement not yet in the evidence brief), anchoring below Kalshi without explaining the repricing is a meaningful oversight. 2. Neither forecaster explicitly addresses the acquisition/definition-expansion tail risk: the brief notes TradePMR (+Q1 2025) and Bitstamp (+Q2 2025) each added large cohorts through definitional changes, and a similar deal in H2 2026 could add 0.5–1M+ customers instantly — this scenario is acknowledged in the brief but not assigned any probability weight by either forecaster. 3. Both forecasters rely heavily on the April–May 2026 monthly cadence (~110K/month) without noting this is only two data points and may reflect a seasonal trough or post-earnings-miss sentiment dip; neither considers whether Q2 2026 earnings (unreported) could reveal an acceleration that would materially shift the distribution. 4. The P90 of the moderate Monte Carlo scenario is cited as ~30.1M — essentially at the threshold — yet neither forecaster treats this as meaningful evidence that the "Yes" tail is fatter than 15–16%; a P90 barely missing the target implies the optimistic scenario has a material probability of exceeding it, suggesting both may be slightly underweighting the right tail. 5. Neither forecaster distinguishes between the question resolving on any 2026 reporting date versus strictly year-end 2026; if Q3 2026 data (reported in late 2026) counts, the effective window is slightly longer than "7 months from May," though both implicitly use the correct horizon without flagging this ambiguity.

17% (50% confidence)

Yes: 17% No: 83%

The base rate strongly favors No: 27.7M in May 2026 requires ~2.5M net adds in ~7 months against a ~110K/month cadence. However, the critique fairly notes that both forecasters anchor below Kalshi (19%) while dismissing the recent repricing and the M&A/definition-expansion tail risk that instantly added large cohorts twice before. I nudge slightly above the pure model estimate (~15%) toward the market to account for the fatter right tail (moderate P90 ~30.1M, potential acquisition cohorts, unreported Q2/Q3 data), settling at 17%.

Total pipeline time: 122.9s