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
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results. How we score · Editorial policy
Show full disclosure ▾Hide full disclosure ▴
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. People who build TrendMatrix, or entities they control, may hold positions, long or short, in securities it covers, and may trade them at any time. Positions are not disclosed individually. Verdicts are generated by an automated model applied by the same rules to every covered stock, and are not adjusted for any position held by the people who build TrendMatrix. We do not accept payment from issuers for coverage.
No paid promotion. TrendMatrix does not accept payment from any issuer, broker, or third party in exchange for coverage of any security.
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.
VerdictSELL
Overall score4.9/10
ConfidenceMEDIUM
MacroNEUTRAL
TrendMatrix Research · core thesis
Engine thesis — one sentence
Aurora Innovation is a speculative, cash-burning autonomous-vehicle company with weak quality (1.9/10), extreme insider selling and a confirmed oversold price, offset by 132.1% upside to the analyst target and an industry-leading growth rank.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
The company ranks as an industry growth leader with a peer growth rank of 9.67 out of 10, and conservative debt levels relative to peers. Peer-rank breakdown | Growth rank holds near the top of its peer group as commercial operations expand. | →Stable |
| CounterLeadership from a near-zero revenue base is easy to achieve, and the value-trap signals include high leverage (D/E 4.5). | ||
Business quality is very weak: free cash flow is -6502% of revenue and the quality score of 1.9 is below the 4.0 floor. Quality breakdown | Cash burn as a share of revenue narrows materially as revenue scales over 12 months. | →Stable |
| CounterA pre-commercial platform company funds large development costs ahead of revenue, and a current ratio score of 5 indicates some liquidity. | ||
The analyst target of $10.12 implies 132.1% upside from $4.36, with reward-to-risk of 8.81 against a 15% downside. Upside pct | Price recovers toward the analyst target as the oversold condition (RSI 28) resolves. | →Stable |
| CounterAnalyst targets for pre-revenue companies are speculative, and the stock is 49% below its 52-week high. | ||
Insiders have sold $698,686,034, or 7.931% of market cap, across 17 sells, an extreme level of selling. Insider breakdown | Insider selling slows below 1% of market cap over the next 12 months. | →Stable |
| CounterLarge pre-IPO holders often sell for liquidity and diversification rather than on a view of the business. | ||
Trading risk is elevated: short interest is 20%, the put/call ratio is 2.96 and implied volatility is 89%. Key risks | Short interest eases below 15% as the business matures. | ↓Deteriorating |
| CounterHigh short interest can fuel squeezes, and the engine judges the 20% short interest justified by weak fundamentals. | ||
The company ranks as an industry growth leader with a peer growth rank of 9.67 out of 10, and conservative debt levels relative to peers.
→StablePeer-rank breakdown
- Expectation
- Growth rank holds near the top of its peer group as commercial operations expand.
CounterLeadership from a near-zero revenue base is easy to achieve, and the value-trap signals include high leverage (D/E 4.5).
Business quality is very weak: free cash flow is -6502% of revenue and the quality score of 1.9 is below the 4.0 floor.
→StableQuality breakdown
- Expectation
- Cash burn as a share of revenue narrows materially as revenue scales over 12 months.
CounterA pre-commercial platform company funds large development costs ahead of revenue, and a current ratio score of 5 indicates some liquidity.
The analyst target of $10.12 implies 132.1% upside from $4.36, with reward-to-risk of 8.81 against a 15% downside.
→StableUpside pct
- Expectation
- Price recovers toward the analyst target as the oversold condition (RSI 28) resolves.
CounterAnalyst targets for pre-revenue companies are speculative, and the stock is 49% below its 52-week high.
Insiders have sold $698,686,034, or 7.931% of market cap, across 17 sells, an extreme level of selling.
→StableInsider breakdown
- Expectation
- Insider selling slows below 1% of market cap over the next 12 months.
CounterLarge pre-IPO holders often sell for liquidity and diversification rather than on a view of the business.
Trading risk is elevated: short interest is 20%, the put/call ratio is 2.96 and implied volatility is 89%.
↓DeterioratingKey risks
- Expectation
- Short interest eases below 15% as the business matures.
CounterHigh short interest can fuel squeezes, and the engine judges the 20% short interest justified by weak fundamentals.
Per-dimension breakdown
Quality
1.9/10data 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 | 5.8 |
| Piotroski F | 4.4 |
- ▸Cash-burning: FCF -6502% of revenue
- ▸Quality concerns
Growth
5.0/10data confidence 50%Momentum
2.8/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 3.5 |
| MACD | 2.9 |
| OBV | 1.0 |
| MA position | 2.2 |
| Volume | 4.6 |
- ▸Volume distribution (falling OBV)
- ▸Below 200-MA but MA still rising (+2.5%/30d) — pullback in uptrend, not confirmed weakness
Sentiment
6.7/10data confidence 100%| Component | Sub-score |
|---|---|
| LLM sentiment | 3.2 |
| Analyst rating | 7.1 |
| Price target | 10.0 |
- ▸LLM news sentiment: -0.36 (n=4)
- ▸Analyst upside: 170%
Insider
3.4/10data confidence 100%| Component | Sub-score |
|---|---|
| materiality | 2.0 |
| insider conviction | 2.0 |
| holder change | 4.4 |
| notable moves | 5.0 |
- ▸Heavy insider selling — $698,686,034 (8.175% of mkt cap)
Peer rank
5.9/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 5.0 |
| quality rank | 0.4 |
| growth rank | 9.7 |
- ▸Industry growth leader
- ▸Conservative debt levels
Technical
5.8/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 8.9 |
| support resistance | 9.2 |
| 52w position | 0.0 |
| gap | 5.0 |
Risk (lower is worse)
2.4/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 1.5 |
| days to cover | 2.9 |
| volatility | 0.0 |
| put call | 0.0 |
| implied vol | 0.6 |
| max pain risk | 3.0 |
| beta | 0.5 |
| debt equity | 9.8 |
| news risk | 3.5 |
- ▸High short interest justified: 20%
- ▸Elevated put/call: 2.42
- ▸High IV: 76%
- ▸Above max pain $1
Catalyst
5.3/10data confidence 100%| Component | Sub-score |
|---|---|
| erm | 5.0 |
| earnings history | 3.3 |
| earnings timing | 5.0 |
| surprise avg | 5.3 |
| news activity | 8.0 |
How the verdict was assembled
Engine trigger
Quality below minimum threshold.
Engine technical detail
verdict_path:
L1:HARD_BLOCK:QUALITY_FLOORPassed (5)
- ASYMMETRY:9.0>=1.5
- 8K:CLEAN
- EARNINGS_PROXIMITY:99d clear
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (2)
- MOMENTUM:2.8<4.5
- INSIDER:8.18%=EXTREME
Warning (1)
- ANALYST_DOWNGRADE:SOFT(2)
Reward-to-Risk
9.02
Upside
+135.3%
Downside
15.0%
Sizing output
AVOID
Setup— — No clear chart pattern; technical signals are mixed
EdgeNo clear edge — No clear edge identified
SuitabilitySpeculative — Drawdown -50% (>40% off 52w high)
Investment implication
The SELL_IF_HOLDING verdict reflects the MOMENTUM gate's 2.8<4.5 outcome against Value at 9.0 and asymmetric R:R of 9.02.
The strongest dimensions are Value at 9.0, Sentiment at 6.7, and Peer rank at 5.9; the weakest are Quality at 1.9, Risk (lower is worse) at 2.4, and Momentum at 2.8. The V9 engine flagged 2 failed gates with 1 warning, producing an asymmetric reward-to-risk of 9.02 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Severe Cash Burn
Trip ifFree cash flow burn exceeds 6502% of revenue for 2 consecutive quarters.
- P2Large Analyst Target Upside
Trip ifUpside to analyst target falls below 50% from the current 132.1%.
- P3Extreme Insider Selling
Trip ifInsider selling exceeds 10% of market cap from the current 7.931%.
- P4Industry Growth Leadership
Trip ifPeer growth rank drops below 5.0 from the current 9.67.
- P5Short Interest And Volatility
Trip ifShort interest rises above 30% from the current 20%.