Rivian Automotive, Inc.
RIVN scores 24.9 on the Conservative profile, blending a fundamental score (80% weight, emphasizing quality and stability (84% of fundamental weight)) with a machine-learning signal (20% weight) trained on 82 features across 30 years of data.
Moderate penalties (-4.0 points) reflect identified risk factors. The overall score balances these against the stock's fundamental strengths.
These features are direct inputs to the machine learning model. The model was trained on these signals alongside 100 features (including 12 momentum/technical indicators) to produce the ML percentile score.
| Stock | Score | P/E | Rev Growth | Margin | Mkt Cap |
|---|---|---|---|---|---|
| RIVN | 24.9 | N/A | 8.4% | -67.7% | $19.4B |
| MAR | 76.9 | 37.2 | 4.3% | 9.9% | $93.0B |
| ULTA | 75.5 | 26.2 | 0.8% | 10.6% | $31.0B |
| ABNB | 75.5 | 30.1 | 10.3% | 20.5% | $81.8B |
| ORLY | 73.1 | 32.5 | 5.7% | 14.3% | $77.0B |
| HAS | 73.0 | 16.7 | -17.3% | 9.3% | $14.1B |
| GTX | 71.6 | 11.8 | 3.1% | 8.6% | $4.0B |
| ROST | 71.5 | 30.7 | 3.7% | 9.9% | $66.4B |
| DPZ | 71.1 | 21.9 | 5.1% | 12.4% | $13.7B |
| CART | 69.7 | 19.9 | 11.0% | 13.5% | $9.9B |
| EBAY | 69.6 | 18.3 | 1.7% | 19.3% | $39.7B |
| GNTX | 68.3 | 14.3 | 0.6% | 17.5% | $5.2B |
| MCRI | 66.2 | 17.2 | 4.4% | 18.6% | $1.8B |
| CASY | 65.5 | 41.0 | 7.3% | 3.4% | $25.2B |
| AMZN | 65.5 | 27.7 | 12.4% | 10.8% | $2.2T |
| TXRH | 65.2 | 27.6 | 16.0% | 8.1% | $12.2B |
| Sector Average | 47.3 | 36.9 | 6.3% | -6.5% | โ |
Rivian Automotive, Inc. designs, develops, manufactures, and sells electric vehicles and accessories. The company offers five-passenger pickup trucks and sports utility vehicles. It provides Rivian Commercial Vehicle platform for electric Delivery Van with collaboration with Amazon.com. The company sells its products directly to customers in the consumer and commercial markets. Rivian Automotive, Inc. was founded in 2009 and is based in San Jose, California.
Stock is in an uptrend above the 200-day moving average. This is the stage where institutional accumulation typically occurs. The 50-day SMA provides support.
| Metric | Q4 2025 | Q3 2025 | Q2 2025 | Q1 2025 |
|---|---|---|---|---|
| Revenue | $1.3B | $1.6B | $1.3B | $1.2B |
| Gross Profit | $120M | $24M | $-206M | $206M |
| Operating Income | $-833M | $-983M | $-1.1B | $-655M |
| Net Income | $-811M | $-1.2B | $-1.1B | $-545M |
| EPS (Diluted) | $-0.66 | $-0.96 | $-0.97 | $-0.48 |
| Gross Margin | 9.3% | 1.5% | -15.8% | 16.6% |
| Operating Margin | -64.8% | -63.1% | -85.5% | -52.8% |
| Net Margin | -63.1% | -75.3% | -85.7% | -44.0% |
| Year | Low | High | Range | Status |
|---|---|---|---|---|
| 2022 | $17.45 | $106.80 | 143.8% | Wide |
| 2023 | $11.68 | $28.06 | 82.4% | Wide |
| 2024 | $8.26 | $21.94 | 90.6% | Wide |
| 2025 | $10.36 | $22.69 | 74.6% | Wide |
Scores are generated by a multi-stage ML pipeline combining fundamental analysis, ensemble predictions, and structural risk signals. All data is for research purposes only and does not constitute financial advice. Past performance does not guarantee future results.