Evolv Technologies Holdings, Inc.
EVLV scores 16.4 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.
Net penalties of -14.1 points significantly impact the ranking. Without these adjustments, EVLV would rank considerably higher.
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 |
|---|---|---|---|---|---|
| EVLV | 16.4 | N/A | 29.2% | -43.8% | $878M |
| FER | 84.1 | 12.2 | 7.4% | 35.3% | $52.6B |
| NDSN | 77.2 | 35.1 | 3.8% | 17.4% | $16.2B |
| OMAB | 76.4 | 20.1 | 4.3% | 32.7% | $6.1B |
| ODFL | 76.3 | 39.8 | -0.9% | 20.4% | $40.8B |
| FAST | 73.1 | 42.6 | 8.7% | 15.3% | $51.7B |
| CSX | 71.5 | 26.5 | -3.1% | 20.5% | $78.9B |
| WWD | 71.3 | 47.8 | 7.3% | 12.4% | $23.0B |
| LECO | 71.3 | 31.5 | -4.4% | 11.6% | $15.6B |
| PCAR | 71.0 | 28.2 | -4.2% | 12.4% | $65.1B |
| CTAS | 70.8 | 41.9 | 7.7% | 17.5% | $80.3B |
| RYAAY | 69.9 | 13.0 | 3.8% | 11.6% | $36.1B |
| CPRT | 69.5 | 23.0 | 9.7% | 33.4% | $35.6B |
| FELE | 69.3 | 35.5 | -2.1% | 8.9% | $4.3B |
| NSSC | 68.9 | 34.5 | -3.8% | 24.7% | $1.7B |
| AEIS | 68.0 | 81.2 | 21.4% | 8.3% | $12.3B |
| Sector Average | 45.8 | 49.9 | 19.0% | -48.2% | β |
Evolv Technologies Holdings, Inc. provides artificial intelligence (AI)-based touchless security screening systems. Its products include Evolv Express, a touchless security screening system designed to detect firearms, improvised explosive devices, and tactical knives as visitors walk through at a normal pace; Evolv Insights that provides self-serve access, insights regarding visitor flow and arrival curves, location specific performance, system detection performance, and alarm statistics; and Evolv Edge to detect non-metallic explosive devices, explosive devices, firearms, and tactical knives without requiring visitors to divest or empty their pockets. The company is headquartered in Waltham, Massachusetts.
Stock is in a downtrend below the 200-day moving average. Price is below both the 50-day and 200-day SMAs, indicating sustained selling pressure.
| Metric | Q3 2025 | Q2 2025 | Q1 2025 | Q4 2024 |
|---|---|---|---|---|
| Revenue | $43M | $33M | $32M | $29M |
| Gross Profit | $21M | $16M | $19M | $17M |
| Operating Income | $-9M | $-17M | $-14M | $-19M |
| Net Income | $-2M | $-41M | $-2M | $-16M |
| EPS (Diluted) | $-0.01 | $-0.25 | $-0.01 | $-0.10 |
| Gross Margin | 49.7% | 49.8% | 59.8% | 57.5% |
| Operating Margin | -20.1% | -53.8% | -45.0% | -64.9% |
| Net Margin | -4.2% | -124.6% | -5.3% | -54.0% |
| Year | Low | High | Range | Status |
|---|---|---|---|---|
| 2021 | $4.28 | $12.90 | 100.3% | Wide |
| 2022 | $1.57 | $4.88 | 102.6% | Wide |
| 2023 | $2.29 | $8.30 | 113.5% | Wide |
| 2024 | $2.01 | $5.73 | 96.1% | Wide |
| 2025 | $2.64 | $8.91 | 108.6% | Wide |
Growth estimates have been dampened based on technical and fundamental signals. This is a post-hoc adjustment to prevent overly optimistic projections for stocks showing declining momentum or deteriorating fundamentals.
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.