Value
9.0/10data confidence 33%| Component | Sub-score |
|---|---|
| Analyst target | 9.0 |
- ▸Attractively valued
AUR · Why this verdict
Why Aurora Innovation (AUR) is rated SELL
Updated
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VerdictSELL
Overall score4.9/10
ConfidenceMEDIUM
MacroNEUTRAL
TrendMatrix Research · core thesis
Engine thesis — one sentence
Aurora Innovation's free cash flow represents negative 10,044% of revenue and quality sits well below the minimum acceptable threshold — making it an avoid on fundamentals despite 52% analyst upside and a recent trend of narrowing per-share losses.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
A Piotroski F-Score of 2 out of 9 and the absence of a competitive moat place the business well below minimum quality thresholds, reflecting a financial profile that does not yet support durable ownership. Quality breakdown | Piotroski F-Score improves above 5 within four quarters, indicating measurable progress on balance-sheet and operating health. | →Stable |
| CounterA low Piotroski score is structurally expected for a pre-profitability technology company; the score may improve quickly once the business crosses into positive EBITDA territory, at which point several component flags would automatically clear. | ||
Short interest stands at 17% of float and is characterized as justified given the company's quality profile — creating ongoing technical selling pressure and elevated borrowing costs for the stock. Risk breakdown | Short interest falls below 10% of float for 2 consecutive months as the business demonstrates tangible progress toward cash sustainability. | →Stable |
| CounterElevated short interest concentrated in a pre-profitability name can become fuel for sharp rallies if an earnings beat or positive operational milestone forces short-sellers to cover simultaneously. | ||
In three of the last four quarters, the company beat EPS estimates — reducing per-share losses from a $(0.12) consensus to $(0.08) actual in three consecutive periods — indicating that cash consumption is narrowing faster than the market expected. Earnings | Per-share losses continue to narrow, with actual EPS exceeding estimates by more than 10% for at least 2 of the next 4 quarters. | →Stable |
| CounterAn in-line quarter alongside three beats, combined with unknown forward guidance, means the loss-reduction trend has not been independently confirmed; a miss in the next quarter would break the streak and likely widen the spread. | ||
Sell-side analysts see approximately 76% upside to their consensus price target from current levels, yet the company's quality profile — including its cash burn rate and weak financial metrics — sits far below the minimum threshold for sustainable ownership. Sentiment breakdown | Quality metrics improve above the minimum quality floor within 6 quarters, bridging the gap between the analyst upside case and underlying business health. | →Stable |
| CounterAnalyst price targets for pre-profitability companies are driven largely by commercialization milestones and can compress rapidly if key development or revenue-ramp timelines slip, regardless of quality improvement. | ||
Free cash flow represents negative 10,044% of revenue — the business is consuming cash at a rate many times its top line — signaling that the current operating model requires substantial external capital to sustain itself. Quality breakdown | Cash burn as a percentage of revenue improves above negative 500% over the next four quarters as revenue scales, demonstrating meaningful progress toward sustainability. | →Stable |
| CounterPre-commercialization businesses routinely run deeply negative free cash flow during investment phases; if revenue ramps faster than cash consumption, the ratio can improve rapidly without any change in unit economics. | ||
A Piotroski F-Score of 2 out of 9 and the absence of a competitive moat place the business well below minimum quality thresholds, reflecting a financial profile that does not yet support durable ownership.
→StableQuality breakdown
- Expectation
- Piotroski F-Score improves above 5 within four quarters, indicating measurable progress on balance-sheet and operating health.
CounterA low Piotroski score is structurally expected for a pre-profitability technology company; the score may improve quickly once the business crosses into positive EBITDA territory, at which point several component flags would automatically clear.
Short interest stands at 17% of float and is characterized as justified given the company's quality profile — creating ongoing technical selling pressure and elevated borrowing costs for the stock.
→StableRisk breakdown
- Expectation
- Short interest falls below 10% of float for 2 consecutive months as the business demonstrates tangible progress toward cash sustainability.
CounterElevated short interest concentrated in a pre-profitability name can become fuel for sharp rallies if an earnings beat or positive operational milestone forces short-sellers to cover simultaneously.
In three of the last four quarters, the company beat EPS estimates — reducing per-share losses from a $(0.12) consensus to $(0.08) actual in three consecutive periods — indicating that cash consumption is narrowing faster than the market expected.
→StableEarnings
- Expectation
- Per-share losses continue to narrow, with actual EPS exceeding estimates by more than 10% for at least 2 of the next 4 quarters.
CounterAn in-line quarter alongside three beats, combined with unknown forward guidance, means the loss-reduction trend has not been independently confirmed; a miss in the next quarter would break the streak and likely widen the spread.
Sell-side analysts see approximately 76% upside to their consensus price target from current levels, yet the company's quality profile — including its cash burn rate and weak financial metrics — sits far below the minimum threshold for sustainable ownership.
→StableSentiment breakdown
- Expectation
- Quality metrics improve above the minimum quality floor within 6 quarters, bridging the gap between the analyst upside case and underlying business health.
CounterAnalyst price targets for pre-profitability companies are driven largely by commercialization milestones and can compress rapidly if key development or revenue-ramp timelines slip, regardless of quality improvement.
Free cash flow represents negative 10,044% of revenue — the business is consuming cash at a rate many times its top line — signaling that the current operating model requires substantial external capital to sustain itself.
→StableQuality breakdown
- Expectation
- Cash burn as a percentage of revenue improves above negative 500% over the next four quarters as revenue scales, demonstrating meaningful progress toward sustainability.
CounterPre-commercialization businesses routinely run deeply negative free cash flow during investment phases; if revenue ramps faster than cash consumption, the ratio can improve rapidly without any change in unit economics.
Per-dimension breakdown
Quality
1.3/10data confidence 100%| Component | Sub-score |
|---|---|
| ROE | 0.0 |
| ROA | 0.0 |
| Gross margin | 0.0 |
| Net margin | 0.0 |
| Current ratio | 5.0 |
| FCF quality | 0.0 |
| Moat | 3.2 |
| Piotroski F | 2.2 |
- ▸Cash-burning: FCF -10044% of revenue
- ▸No competitive moat
- ▸Weak Piotroski F-Score: 2/9
- ▸Quality concerns
Growth
5.0/10data confidence 50%Momentum
3.2/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 7.9 |
| MACD | 3.1 |
| OBV | 1.0 |
| MA position | 4.0 |
| Volume | 0.0 |
- ▸Uptrend pullback (RSI 36) - buy opportunity
- ▸Volume distribution (falling OBV)
- ▸Above 200-day MA
Sentiment
7.5/10data confidence 100%| Component | Sub-score |
|---|---|
| Analyst rating | 7.1 |
| Price target | 9.9 |
| erm sentiment | 5.2 |
- ▸Analyst upside: 83%
Insider
3.2/10data confidence 75%| Component | Sub-score |
|---|---|
| materiality | 2.0 |
| insider conviction | 2.5 |
| holder change | 5.1 |
- ▸Heavy insider selling — $533,040,182 (4.363% of mkt cap)
Peer rank
3.9/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 5.0 |
| quality rank | 0.4 |
| growth rank | 5.0 |
Technical
6.5/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 6.8 |
| support resistance | 8.5 |
| 52w position | 4.3 |
Risk (lower is worse)
3.1/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 1.8 |
| days to cover | 5.5 |
| volatility | 0.0 |
| put call | 8.2 |
| implied vol | 0.0 |
| max pain risk | 7.0 |
| beta | 1.2 |
| debt equity | 1.0 |
- ▸High short interest justified: 17%
- ▸High IV: 87%
- ▸Concentration risks: 1 HIGH (10-K Item 1A — sized via position_sizing, validated via buy_confidence)
Catalyst
7.5/10data confidence 100%| Component | Sub-score |
|---|---|
| erm | 5.0 |
| earnings history | 10.0 |
| earnings timing | 5.0 |
| surprise avg | 10.0 |
- ▸Strong earnings: 3B/0M
How the verdict was assembled
Engine trigger
Quality below minimum threshold.
Engine technical detail
verdict_path:
L1:HARD_BLOCKPassed (7)
- ASYMMETRY:5.2>=1.5
- INSIDER:OK
- 8K:CLEAN
- NEWS_EVENTS:NONE_RECENT
- EARNINGS_PROXIMITY:34d clear
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (1)
- MOMENTUM:3.2<4.5
Warning (0)
none
Reward-to-Risk
5.15
Upside
+58.9%
Downside
11.4%
Sizing output
AVOID
SetupUNKNOWN — No clear chart pattern; technical signals are mixed
EdgeNO_EDGE — No clear edge identified
SuitabilityAGGRESSIVE — Beta 2.63>1.3
Investment implication
The L1 gate blocked the positive-verdict path: a hard-floor threshold was breached, so dimensional pillars — including Value at 9.0 could not lift the engine output above the verdict floor. Failed gate signal: MOMENTUM:3.2<4.5.
The strongest dimensions are Value at 9.0, Sentiment at 7.5, and Catalyst at 7.5; the weakest are Quality at 1.3, Risk (lower is worse) at 3.1, and Insider at 3.2. The V9 engine flagged 1 failed gate, producing an asymmetric reward-to-risk of 5.15 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Free cash flow represents negative 10,044% of revenue — the business is consuming cash at a rate many times its top line — signaling that the current operating model requires substantial external capital to sustain itself.
Trip ifFree cash flow as a percentage of revenue improves above negative 500% for 2 consecutive quarters.
- P2A Piotroski F-Score of 2 out of 9 and the absence of a competitive moat place the business well below minimum quality thresholds, reflecting a financial profile that does not yet support durable ownership.
Trip ifPiotroski F-Score rises above 5 for 2 consecutive measurement periods.
- P3Short interest stands at 17% of float and is characterized as justified given the company's quality profile — creating ongoing technical selling pressure and elevated borrowing costs for the stock.
Trip ifShort interest falls below 10% of float for 2 consecutive months.
- P4In three of the last four quarters, the company beat EPS estimates — reducing per-share losses from a $(0.12) consensus to $(0.08) actual in three consecutive periods — indicating that cash consumption is narrowing faster than the market expected.
Trip ifEPS surprise falls below 0% for 2 consecutive quarters.
- P5Sell-side analysts see approximately 76% upside to their consensus price target from current levels, yet the company's quality profile — including its cash burn rate and weak financial metrics — sits far below the minimum threshold for sustainable ownership.
Trip ifQuality score rises above 4.0 for 2 consecutive measurement periods, eliminating the below-floor classification.