Aurora Innovation develops autonomous driving technology for commercial transportation, initially centered on long-haul trucking. Its Aurora Driver combines sensors, perception, planning, and vehicle-control software to operate compatible trucks without human drivers in designated conditions. The company works with truck manufacturers, fleet operators, and logistics partners to commercialize driverless freight transportation.
Aurora Innovation, Inc. (AUR) has a MarketKingdoms composite score of 53.6 (C+), an C-range rating. It ranks 1630th of 1,866 covered companies, 171st of 176 in Technology (sector average 67.1) and 18th of 20 in Information Technology Services. Scores as of 2026-10-26.
Its strongest lenses are KPI momentum at 86 (Technology average 84) and Industry opportunity at 83 (Technology average 88). Its weakest lenses are Quality (profitability) at 1 (sector average 50) and Price (valuation) at 3 (sector average 50).
| Lens | Type | AUR | Technology average | Information Technology Services average | Percentile in sector |
|---|---|---|---|---|---|
| Industry opportunity | Research signal | 83 | 88 | 83 | 19th |
| Stock selection | Research signal | 81 | 82 | 81 | 35th |
| KPI momentum | Research signal | 86 | 84 | 80 | 54th |
| Catalyst watch | Research signal | 73 | 76 | 76 | 25th |
| Price (valuation) | Fundamental lens | 3 | 50 | 60 | 1st |
| Expansion (growth) | Fundamental lens | 68 | 51 | 33 | 76th |
| Quality (profitability) | Fundamental lens | 1 | 50 | 43 | 1st |
| Trend (momentum) | Fundamental lens | 39 | 50 | 41 | 26th |
The most recent call analysed was held on 2026-07-29 (fiscal 2026 Q2). MarketKingdoms checks what management promised on each call against what it later delivered.
The stock's valuation gap is -24.0%: its price is well below the path its market, sector and industry moves explain (strongly undervalued versus the model path). Factor sensitivity: market beta 2.79, sector beta 0.71, industry beta 0.60; the factor model explains 46% of its moves (R²).
| Company | Composite | Grade | Valuation gap |
|---|---|---|---|
| Penguin Solutions Inc. (PENG) | 74.8 | B+ | +14.2% |
| Innodata Inc. (INOD) | 70.7 | B+ | -22.0% |
| Accenture plc (ACN) | 67.5 | B | +5.0% |
| Jack Henry & Associates, Inc. (JKHY) | 66.8 | B | -4.5% |
| Ingram Micro Holding Corporation (INGM) | 66.3 | B | -14.4% |
| Gartner, Inc. (IT) | 66.1 | B | +4.5% |
| CACI International Inc (CACI) | 65.7 | B | -24.5% |
| CGI Inc. (GIB) | 64.7 | B | +5.4% |
Aurora Innovation, Inc. financial statements · Technology sector ranking · Information Technology Services industry ranking · All covered companies
The composite score (0–100, graded A+ to D-) blends research signals from each earnings call with fundamental lenses from SEC filings and market prices. Research signals: Industry opportunity, Stock selection, KPI momentum and Catalyst watch, read from what management said and whether it delivered. Fundamental lenses: Price (valuation), Expansion (growth), Quality (profitability) and Trend (momentum). Scores are recalculated every night and after every earnings call. The valuation gap compares the actual price path with the path the stock's market, sector and industry moves explain; it is a model comparison, not a fair-value estimate.
General information, not investment advice.