AUR vs MBLY Comparison: AI Score, Valuation, Performance and Upside
Compare Aurora Innovation's driverless-trucking commercialization push against Mobileye's established camera-based ADAS-and-chip business.
Use this Aurora Innovation vs Mobileye comparison to evaluate the key differences across valuation, growth, profitability, and risk before making an investment decision.
AUR holds the edge across 3 of 5 key metrics in this comparison. AUR has delivered stronger 1-year price return (-15.29% vs -53.62%), though MBLY has the better forward P/E setup (17.57x vs -14.29x for AUR). On fundamentals, AUR is growing revenue faster (100.00%), while MBLY maintains the higher operating margin (-5.91%) — a classic growth-versus-profitability split. Analyst consensus implies meaningfully more upside for AUR (+79.61%) than for MBLY (+41.71%).
Human Wall Street analysts' price targets, typically implying a ~12-month view — a separate signal from this site's own AI Prediction Signal further down the page, which is a 5-/30-day machine-learning forecast based on price history alone.
| Metric | AUR | MBLY |
|---|---|---|
| AI scorei | 25.8 | 22.6 |
| AI ranki | #2533 | #3830 |
| Latest closei | $4.41 | $5.96 |
| 1M returni | -18.27% | -19.35% |
| 3M returni | -29.41% | -24.94% |
| 6M returni | -25.09% | -31.81% |
| 1Y returni | -15.29% | -53.62% |
How much would $10,000 be worth today if invested at the start of each period, with all dividends reinvested?
| Period | AUR | MBLY |
|---|---|---|
| 1Y ago | $8.64K (-13.6%) started 2025-10-29 | $4.64K (-53.6%) started 2025-10-30 |
| 5Y ago | $4.38K (-56.2%) started 2021-10-29 | $2.06K (-79.4%) started 2022-10-26 |
| 10Y ago | $4.41K (-55.9%) started 2021-05-10 | $2.06K (-79.4%) started 2022-10-26 |
Hypothetical — past performance does not guarantee future results.
| Metric | AUR | MBLY |
|---|---|---|
| Market capi | $12.89B | $7.26B |
| Trailing P/Ei | N/A | N/A |
| Forward P/Ei | -14.29 | 17.57 |
| Price/Salesi | N/A | N/A |
| EV/Revenuei | 2350.34 | 2.81 |
| Analyst targeti | $11.55 | $12.11 |
| Target upsidei | +79.61% | +41.71% |
| Metric | AUR | MBLY |
|---|---|---|
| Revenue growthi | 100.00% | 0.40% |
| Earnings growthi | N/A | N/A |
| EPS growthi | N/A | N/A |
| FCF margini | -8285.00% | +32.45% |
| Operating margini | -13300.00% | -5.91% |
| Profit margini | 0.00% | -201.49% |
| ROIC proxyi | -45.64% | -40.07% |
| Return on equityi | -45.64% | -40.07% |
| Dividend yieldi | N/A | N/A |
| Payout ratioi | N/A | N/A |
| Dividend growth streaki | N/A | N/A |
| Betai | 2.63 | 1.20 |
| Debt/equityi | 4.20 | N/A |
| Current ratioi | 11.38 | 4.60 |
| Quick ratioi | 11.06 | 3.65 |
Over the past year, AUR and MBLY have moved moderately in the same direction (correlation of 0.43), based on daily returns.
Lower drawdown and smaller single-period drops generally indicate a smoother ride, though they do not guarantee lower future risk.
| Period | Metric | AUR | MBLY |
|---|---|---|---|
| 1Y | Growthi | -13.63% | -53.62% |
| CAGRi | -13.65% | -53.64% | |
| Volatilityi | 68.32% | 57.00% | |
| Sharpe ratioi | 0.06 | -1.15 | |
| Sortino ratioi | 0.09 | -1.57 | |
| Max drawdowni | 47.56% | 54.68% | |
| Current drawdowni | 47.56% | 54.68% | |
| Avg drawdowni | 19.92% | 30.48% | |
| Ulcer Indexi | 22.17% | 32.74% | |
| Max daily dropi | 13.46% | 14.92% | |
| Max wkly dropi | 20.21% | 19.02% | |
| 5Y | Growthi | -56.17% | -79.43% |
| CAGRi | -15.21% | -32.58% | |
| Volatilityi | 92.50% | 60.58% | |
| Sharpe ratioi | 0.22 | -0.42 | |
| Sortino ratioi | 0.34 | -0.59 | |
| Max drawdowni | 93.34% | 87.32% | |
| Current drawdowni | 74.25% | 87.32% | |
| Avg drawdowni | 73.57% | 50.70% | |
| Ulcer Indexi | 75.17% | 57.94% | |
| Max daily dropi | 21.76% | 24.55% | |
| Max wkly dropi | 33.05% | 31.84% | |
| 10Y | Growthi | -55.95% | -79.43% |
| CAGRi | -13.92% | -32.58% | |
| Volatilityi | 88.35% | 60.58% | |
| Sharpe ratioi | 0.20 | -0.42 | |
| Sortino ratioi | 0.32 | -0.59 | |
| Max drawdowni | 93.34% | 87.32% | |
| Current drawdowni | 74.25% | 87.32% | |
| Avg drawdowni | 67.19% | 50.70% | |
| Ulcer Indexi | 71.79% | 57.94% | |
| Max daily dropi | 21.76% | 24.55% | |
| Max wkly dropi | 33.05% | 31.84% |
| Category | AUR | MBLY |
|---|---|---|
| Company | AUR | MBLY |
| Sector | Consumer Cyclical | Consumer Cyclical |
| Industry | Auto Parts | Auto Parts |
| Core business | Aurora Innovation, Inc. engages in the self-driving technology business in the United States. | Mobileye Global Inc. develops and deploys advanced driver assistance systems (ADAS) and autonomous driving technologies and solutions in the United States, Europe, China, and internationally. |
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