Value
4.5/10data confidence 100%| Component | Sub-score |
|---|---|
| P/E | 3.0 |
| P/S | 8.0 |
| EV/EBITDA | 0.0 |
| Fwd P/E | 3.7 |
| PEG | 3.9 |
| Analyst target | 7.5 |
- ▸Forward P/E: 31.7x
- ▸PEG: 2.66
Updated
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results.
About TrendMatrix. TrendMatrix is a publisher of general securities research and market commentary. We publish on a regular schedule. All content is the same for every subscriber in a tier — we do not provide personalized investment advice and we do not take into account any individual subscriber's financial situation, investment objectives, risk tolerance, tax situation, or holdings.
Not investment advice. TrendMatrix is not a registered investment adviser. Our content is for informational and educational purposes only. Consult your own licensed investment adviser, broker, or tax professional before making any investment decision.
Conflicts and positions. The TrendMatrix editorial team frequently holds personal long-term positions in securities discussed. We disclose positions held at the time of publication on each piece. We maintain a trading-window policy: we do not initiate or close positions in the same direction as a TrendMatrix publication within 24 hours before or 72 hours after publication.
No paid promotion. TrendMatrix does not accept payment from any issuer, broker, or third party in exchange for coverage of any security. Our sole compensation is subscription revenue.
No fiduciary duty. No fiduciary, advisory, or agency relationship is created between you and TrendMatrix by reading our content or subscribing to our service.
Performance. Past performance is not indicative of future results. Performance figures reflect the published model only and do not reflect any individual subscriber's actual results.
| Pillar | Expectation | Trend |
|---|---|---|
Revenue grew approximately 52% year-over-year — the highest in the peer group — with the growth score ranking among the top tier of the sector, indicating the company is taking meaningful market share at scale. Growth breakdown | Revenue growth stays above 30% year-over-year for at least 2 consecutive quarters, confirming the expansion is structural rather than a base-effect recovery. | →Stable |
| CounterGrowth rates at this scale tend to decelerate as the addressable market matures; competitive pricing pressure or consumer credit tightening could absorb volume gains without proportional revenue improvement. | ||
Three of the last four quarters produced positive earnings surprises, and the two most recent quarters were both beats; the four-quarter average positive surprise above 65% suggests the company has been consistently under-promising and over-delivering. Earnings | At least three of the next four quarterly results beat consensus, sustaining the positive delivery cadence. | →Stable |
| CounterThe single miss quarter posted a -24% negative surprise, illustrating how quickly results can swing in a high-volume, capital-intensive model; one operational disruption or financing cost spike can produce a large miss. | ||
Only about 14% of reported net income converts to free cash flow — flagged as a red-flag earnings quality signal — meaning the business's stated profitability is materially ahead of the cash it actually generates, raising questions about the durability and quality of reported earnings. Quality breakdown | Free cash flow conversion improves above 50% of net income for 2 consecutive quarters, demonstrating the gap between reported earnings and cash generation is narrowing. | →Stable |
| CounterThe low conversion rate may reflect heavy reinvestment in inventory and infrastructure to support the 52% revenue growth; if investment spending normalizes as scale is reached, conversion could improve materially without any deterioration in the underlying business. | ||
Short interest at 14% of float, a put/call ratio above 2.9, implied volatility at 82%, and a beta well above 3.0 collectively define an extreme risk environment; a large cohort of market participants is positioned for the stock to decline, which both constrains upside through persistent selling pressure and creates significant drawdown risk if sentiment shifts. Risk breakdown | Short interest falls below 8% of float within 2 quarters, indicating the bearish positioning has sufficiently unwound and removed the most acute structural headwind. | →Stable |
| CounterElevated short interest in a high-growth name can serve as fuel for upside acceleration if earnings continue to beat; the favorable reward-to-risk profile has already cleared its minimum bar partly because the optionality embedded in short covering is reflected in the setup. | ||
CounterGrowth rates at this scale tend to decelerate as the addressable market matures; competitive pricing pressure or consumer credit tightening could absorb volume gains without proportional revenue improvement.
CounterThe single miss quarter posted a -24% negative surprise, illustrating how quickly results can swing in a high-volume, capital-intensive model; one operational disruption or financing cost spike can produce a large miss.
CounterThe low conversion rate may reflect heavy reinvestment in inventory and infrastructure to support the 52% revenue growth; if investment spending normalizes as scale is reached, conversion could improve materially without any deterioration in the underlying business.
CounterElevated short interest in a high-growth name can serve as fuel for upside acceleration if earnings continue to beat; the favorable reward-to-risk profile has already cleared its minimum bar partly because the optionality embedded in short covering is reflected in the setup.
Carvana is posting revenue growth of roughly 52% year-over-year — the top of its peer group — with three of the last four quarters beating earnings estimates at an average positive surprise above 65%, and the reward-to-risk profile of roughly 2.9 to 1 clears the minimum asymmetry bar. The decisive constraint is an extreme risk profile: free cash flow converts at only 14% of reported net income, short interest stands at 14%, and implied volatility is at 82%, calling for position sizing that reflects those hazards.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
| Component | Sub-score |
|---|---|
| P/E | 3.0 |
| P/S | 8.0 |
| EV/EBITDA | 0.0 |
| Fwd P/E | 3.7 |
| PEG | 3.9 |
| Analyst target | 7.5 |
| Component | Sub-score |
|---|---|
| ROE | 10.0 |
| ROA | 7.6 |
| Gross margin | 0.0 |
| Op margin | 3.6 |
| Net margin | 3.2 |
| Current ratio | 8.9 |
| FCF quality | 1.1 |
| Moat | 6.0 |
| Piotroski F | 6.7 |
| Component | Sub-score |
|---|---|
| Rev growth | 10.0 |
| EPS growth | 4.4 |
| Component | Sub-score |
|---|---|
| RSI | 4.5 |
| MACD | 10.0 |
| OBV | 10.0 |
| MA position | 4.5 |
| Volume | 1.5 |
| Component | Sub-score |
|---|---|
| LLM sentiment | 5.6 |
| Analyst rating | 7.5 |
| Price target | 8.9 |
| Component | Sub-score |
|---|---|
| materiality | 3.0 |
| insider conviction | 2.0 |
| holder change | 5.1 |
| Component | Sub-score |
|---|---|
| value rank | 0.9 |
| quality rank | 8.3 |
| growth rank | 9.4 |
| Component | Sub-score |
|---|---|
| bollinger | 2.8 |
| support resistance | 4.2 |
| 52w position | 4.1 |
| Component | Sub-score |
|---|---|
| short interest | 3.0 |
| days to cover | 3.2 |
| volatility | 0.0 |
| put call | 0.0 |
| implied vol | 0.0 |
| beta | 0.0 |
| debt equity | 4.6 |
| Component | Sub-score |
|---|---|
| erm | 5.0 |
| earnings history | 6.7 |
| earnings timing | 5.0 |
| surprise avg | 10.0 |
| news activity | 8.0 |
Extreme risk factors.
L1:HARD_BLOCKnone
SetupRecovery — Death cross but MACD improving, RSI 51
EdgeCatalyst-Driven — Earnings in 26d with 3/4 beat streak
SuitabilityAggressive — Beta 3.46>1.3
The L1 gate blocked the positive-verdict path: a hard-floor threshold was breached, so dimensional pillars — including Sentiment at 7.3 could not lift the engine output above the verdict floor.
The strongest dimensions are Sentiment at 7.3, Growth at 7.2, and Catalyst at 6.9; the weakest are Risk (lower is worse) at 1.5, Insider at 3.4, and Technical at 3.7. The V9 engine cleared all gates with 2 warnings, producing an asymmetric reward-to-risk of 1.66 and an engine sizing output of AVOID.
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
Trip ifRevenue growth falls below 30% year-over-year for 2 consecutive quarters.
Trip ifEPS surprise falls below 0% for 2 consecutive quarters.
Trip ifFree cash flow conversion rises above 50% of net income for 2 consecutive quarters.
Trip ifShort interest falls below 8% of float for 2 consecutive months.