Scan: Will Carvana Co. report Above 900 thousand retail vehicle unit sales in 2026?

date	predicted	market price	confidence
2026-08-22	2%	13%	82%

1. Planner Opus 5

Tools chosen: kalshi_direct kalshi_related earnings_data claude_news gdelt_news code_execution wikipedia polymarket_related

Sub-questions (Fermi decomposition)

What were Carvana's reported retail units sold in FY2023, FY2024, and each quarter of 2025, and what is the FY2025 total/run-rate?
What year-over-year growth rate in retail units would be required in 2026 to exceed 900,000, and how does that compare with 2024 and 2025 realized growth?
What has Carvana management guided for 2026 retail unit volume (e.g., commentary on reaching 1 million units, ADESA reconditioning capacity ramp)?
What is the current sell-side analyst consensus for Carvana's 2026 retail unit sales?
What do the other Kalshi threshold markets in the KXCVNAA-28JANUNITS event imply about the market's full distribution over 2026 units?
What macro/industry risks (used-car prices, subprime auto credit, tariffs, consumer demand) could slow Carvana's 2026 unit growth?

Planner reasoning

This is a Kalshi company-fundamentals question about Carvana's 2026 full-year retail unit sales exceeding 900,000, resolving after FY2026 results are reported (early 2027, market closes 2028). The key is Carvana's 2025 run-rate (~550-600k units) and the implied ~50% YoY growth needed, plus management guidance and analyst consensus. Anchor on the Kalshi price and the sibling threshold markets in the same event to build an implied distribution.

2. Research

tool	status	time	items	summary
kalshi_direct	OK	0.2s	1	## This Market's Kalshi Data Above 900 thousand (KXCVNAA-28JANUNITS-900000) - Current price (probability): 13.00% - 7-day price change: +12.00% - 30-day price change: +12.00% - Average daily volume: 684 contracts - Price range: 1.00% - 13.00% - Data points: 5 days
kalshi_related	OK	1.0s	1	1 related markets / summaries. series KXCVNAA: 0 markets (skipped 14 no-signal) \| keyword 'Carvana retail vehicle unit sales': ok
earnings_data	OK	1.0s	1	Fetched FMP data for 1 ticker(s).
claude_news	OK	35.1s	17	Carvana Retail Unit Sales — Historical & 2026 Outlook 2024 Quarterly Retail Units (total 416,348 for FY2024, +33% YoY): - Q2 2024: The company sold 143,280 retail units during the quarter, representing a 41% increase from the 101,440 units sold in Q2 2024. - Q3 2024: Retail units sold to
gdelt_news	OK	1.0s	0	GDELT: 0 articles across 3 queries (lookback=120d). 'Carvana retail units sold quarterly results': error HTTPSConnectionPool(host='api.gdeltproject.org', port=443): Max retries exceeded with url: /api/v2/doc/doc?query=%28carvana+OR+retail+OR+units+OR+sold+OR+quarterly+OR+results%29+sourcelang%3Aengl
code_execution	OK	62.0s	0	## Key Findings - Historical actuals: 2022: 412,296 units; 2023: 312,847 (−24.1% YoY); 2024: 416,552 (+33.1% YoY). - FY2025 base estimate: Back-calculating implied 2024 quarterlies from reported YoY growth rates (Q1 2025 +46%, Q2 2025 +41%) gives H1 2024 ≈ 193,328 and H2 2024 ≈ 223,224. Wit
wikipedia	OK	1.0s	1	Fetched 1 Wikipedia entries (0 missing pages).
polymarket_related	OK	0.9s	0	Scanned 100 active Polymarket markets, kept 0 matches. keyword 'Carvana': 0 markets

3. Evidence Brief Sonnet 5, 6090 chars

# Current state Carvana has reported actual results through Q2 2026 (fiscal year in question): H1 2026 retail units = 384,718 (Q1: 187,393 +40% YoY; Q2: 197,325 +38% YoY). Resolution requires FY2026 total retail units >900,000, meaning H2 2026 must deliver >515,282 units — a ~61% YoY jump over H2 2025's 319,463, well above the current ~38-40% growth trend. Management guidance points to only a "sequential" Q3-over-Q2 increase, not explicit acceleration to that magnitude. # Timeline of key events - 2023: FY2023 retail units = 312,847, down 24.1% YoY (confirmed, code_execution/SEC). - 2024: FY2024 retail units = 416,348–416,552, +33% YoY (confirmed, CNBC/SEC 8-K). - 2025-Q1–Q4: Quarterly units 133,898 / 143,280 / 155,941 / 163,522; FY2025 total = 596,641, +43% YoY (confirmed, SEC 8-Ks, Businesswire 2026-02-18). - 2026-Q1 (reported ~Apr/May 2026): 187,393 units, +40% YoY (confirmed, SEC 8-K). - 2026-Q2 (reported 2026-07-29): 197,325 units, +38% YoY; FY2026 Adjusted EBITDA guidance $2.7–3.0B, below Street ($3.0–4.45B), stock fell sharply (confirmed, CNBC). - 2026-02-18: Ernie Garcia reiterates long-term target of 3M retail units/year by 2030-2035; reconditioning facility expansion 23→60 announced (confirmed, Businesswire). # Event Will Carvana report >900,000 retail vehicle units sold for FY2026 (resolves by 2028-03-31)? # Outcomes to forecast Yes / No (single threshold bucket among the KXCVNAA-28JANUNITS ladder) # Kalshi market anchor **Current YES price: 13%**, up sharply from 1% thirty days ago (+12pts both 7d and 30d change). Average daily volume ~684 contracts, data span only 5 days — thin, recently-repriced market, likely reacting to Q1/Q2 2026 actuals confirming strong (but decelerating) unit growth. # Sub-question answers 1. **Historical/2025 units & run-rate**: FY2023=312,847; FY2024=416,348 (+33%); FY2025=596,641 (+43%), with quarterly deceleration through the year (46%→41%→44%→43% YoY). H1 2026 actual = 384,718 units (Q1 187,393 +40%, Q2 197,325 +38%). [claude_news/SEC 8-Ks] 2. **Growth needed for 900k in 2026**: With H1 2026 actual known, H2 2026 must reach >515,282 units (vs. H2 2025's 319,463), i.e., ~61% YoY H2 growth — far above the realized 38-40% YoY pace in H1 2026 and above 2024's 33% and 2025's 43% full-year growth. [code_execution/claude_news math] 3. **Management guidance**: Only qualitative guidance for "sequential increase in Q3 vs Q2" units; no explicit 2026 unit target disclosed. Long-term target remains 3M units/year by 2030-2035, with reconditioning capacity expansion from 23 to 60 facilities to support that. [Businesswire 2026-02-18] 4. **Sell-side consensus for 2026 units**: Not directly reported; EBITDA guidance ($2.7-3.0B) came in below analyst estimates (Deutsche Bank $3.0-3.2B, Morgan Stanley $4.45B), implying analysts expected stronger performance than guided — but no explicit unit-count consensus found. [CNBC 2026-07-29] 5. **Other Kalshi ladder buckets**: Not returned by kalshi_related tool (0 KXCVNAA series markets surfaced); cannot characterize full distribution beyond the 900k bucket itself. 6. **Macro/industry risks**: Not directly covered in research; claude_news notes Carvana "significantly outpacing an industry that declined" in Q2 2026, implying broader used-car market softness — a headwind to further acceleration. No tariff/subprime-specific data found. # Key facts (high-confidence, factual) 1. [SEC 8-K] FY2025 retail units = 596,641 (+43% YoY). 2. [SEC 8-K] H1 2026 actual retail units = 384,718 (Q1 187,393 +40%; Q2 197,325 +38%). 3. [CNBC 2026-07-29] FY2026 EBITDA guidance $2.7-3.0B, missed Street estimates; stock fell on the print. 4. [Businesswire] Long-term target: 3M retail units/year by 2030-2035; reconditioning facilities expanding 23→60. 5. [code_execution] YoY unit growth has decelerated for 6 consecutive quarters: 46%→41%→44%→43%→40%→38%. # Cross-market signals - Kalshi related: No other KXCVNAA threshold markets surfaced (series scan returned 0 usable); no arbitrage read available. - Polymarket: No matching markets found. - Sportsbook implied: N/A (not applicable to this event type). # Analyst opinions and speculation - code_execution Monte Carlo (using a slightly stale/lower FY2025 base ~580-590k, before actual 596,641 confirmed): base-case P(>900k) ≈ 5-8%, rising to 15-27% only under an aggressive re-acceleration (40-45% growth) scenario inconsistent with observed deceleration. - Using the confirmed FY2025=596,641 and actual H1 2026=384,718, extrapolating H2 2026 at recent 35-38% trend yields FY2026 ≈ 815,000-825,000 — below 900k, reinforcing a low-probability read. - Management's 3M-unit target by 2030-2035 implies robust but multi-year compounding, not a 2026 inflection. # Directional lean per outcome - **Yes (>900k)**: Requires abrupt H2 2026 growth acceleration to ~61% YoY, contrary to 6 straight quarters of deceleration (46%→38%) and cautious guidance (EBITDA miss, only "sequential" unit growth language). Weak support. - **No (≤900k)**: Supported by consistent deceleration trend, actual H1 2026 run-rate (~770k annualized), EBITDA guidance miss suggesting management caution, and industry-wide used-car softness. Strong support. # Gaps / unknowns - No explicit management or analyst point-estimate for FY2026 total units. - Full Kalshi ladder (other thresholds) unavailable, limiting distributional cross-check. - No macro/tariff/subprime-credit specifics found despite sub-question ask. - FMP earnings/quote data blocked (403 errors) — no independent price/estimate confirmation. # Calibration anchors - Kalshi current YES price: **13%** (anchor), up from 1% a month ago — reflects modest but recent bullish repricing after strong (not accelerating) Q1/Q2 2026 prints. - Precedent: Carvana has never posted >55% annual unit growth in its high-growth-rate years post-2023 rebound (33% in 2024, 43% in 2025); a 61%+ H2 acceleration would be unprecedented in this recovery cycle. - Base-rate model estimate (adjusted for confirmed actuals): P(Yes) ≈ 8-15%, roughly consistent with or slightly below the current 13% Kalshi price.

4. Forecasters Opus 5 + GPT-5.6 Sol, in parallel

claude-opus-5

78% conf

Yes	5%
No	95%

H1 2026 actuals are known: 384,718 units (Q1 187,393; Q2 197,325), so >900k requires H2 of >515,282 — a ~61% YoY jump and roughly a 30% sequential step-up per quarter, versus management's guidance of only a modest 'sequential increase' in Q3. YoY growth has decelerated for six straight quarters (46%→38%), and extrapolating the recent 35-38% trend yields FY2026 ≈ 810-825k. The Q2 EBITDA guidance miss ($2.7-3.0B vs Street $3.0-4.45B) and industry-wide used-car softness argue against an abrupt inflection. The Kalshi anchor of 13% appears elevated for a thin, recently repriced market (5-day data span); the arithmetic supports something closer to 5%.

gpt-5.6-sol

76% conf

Yes	10%
No	90%

The 13% Kalshi YES price is the anchor, but the operating evidence supports a modest downward adjustment. H1 sales of 384,718 mean Carvana needs more than 515,282 H2 units, approximately 61% year-over-year growth, versus just 38-40% growth in H1 and six consecutive quarters of deceleration. Management guided only to a sequential Q3 increase, while its below-consensus EBITDA guidance and broader used-car softness provide no evidence of the abrupt acceleration required. Recent-trend extrapolations imply roughly 815,000-825,000 full-year units, making No the substantially more likely outcome.

5. Devil's Advocate Sonnet 5

Both forecasts converge tightly (5% and 10%) around the same arithmetic, but neither meaningfully engages with why the Kalshi price jumped from 1% to 13% in 30 days — if the market moved on H1 actuals that both forecasters already know decelerate growth, this repricing itself is a signal worth explaining (e.g., possible informed positioning, upcoming catalysts, or Q3 guidance nuance) rather than dismissed as noise from a "thin" market.

Forecaster 1 explicitly argues the 13% anchor is "elevated" and lands at 5%, effectively rejecting the market price outright based on a 5-day volume window — this is a strong claim that deserves more justification than volume thinness alone, especially since thin/new markets can still be directionally informative when repriced on hard data (actual Q1/Q2 prints).

Neither forecast addresses the sub-question on "Other Kalshi ladder buckets" or considers whether the 900k threshold might sit near a natural clustering point in the distribution (e.g., if other buckets like 800k or 850k also show pricing, that could triangulate a more precise base rate than pure extrapolation).

Both rely on linear extrapolation from H1 trend (35-38% growth) to get 815-825k, but neither models variance/tail scenarios — e.g., possible upside from holiday-season used-car demand, price cuts, or aggressive H2 promotional pushes given the reconditioning capacity expansion (23→60 facilities) that could enable a late-year surge not captured by smooth extrapolation.

The EBITDA guidance miss is cited by both as bearish for units, but this conflates profitability guidance with volume guidance — a company could deliberately sacrifice margin to chase volume (cutting prices to hit growth targets ahead of the 2030-2035 3M-unit goal), which would cut the other way and isn't discussed as a competing hypothesis.

Both forecasts sit below the model's own stated base-rate range of "8-15%" (with 15-27% under an aggressive re-acceleration scenario), yet Forecast 1's 5% falls outside even the brief's own low-end estimate without explaining why it should undercut the brief's synthesized range rather than land within it.

6. Aggregator Opus 5

6% (77% confidence)

Yes: 6% No: 94%

With H1 2026 actuals locked at 384,718 units, >900k requires H2 of >515,282 — roughly 34% sequential half-over-half growth and ~61% YoY, versus a realized 38-40% YoY pace and six consecutive quarters of decelerating growth. Management guided only to a 'sequential increase' in Q3, implying ~200-215k, which would need a physically implausible ~300k Q4 to clear the bar; no plausible seasonal, promotional, or reconditioning-capacity scenario bridges a gap that large in two quarters. The critique's fair points — that a thin market repriced on hard data can still carry signal, and that a margin-sacrificing volume push is a competing hypothesis — justify not going all the way to 2-3%, but they cannot overcome arithmetic that puts the central estimate near 815-825k, a full 10% below threshold. I therefore sit below the 13% Kalshi anchor and slightly below the brief's 8-15% range, near the dissenting-but-lower forecast, since the required acceleration is not merely unlikely but essentially unprecedented for this business.

Pipeline Timing

Total pipeline time: 150.1s

Per-tool research timings shown in the Research section above.