WhiteFiber, Inc. Ordinary Shares
WYFI scores 44.5 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 (-8.7 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 |
|---|---|---|---|---|---|
| WYFI | 44.5 | N/A | 0.0% | -17.0% | $646M |
| MPWR | 84.8 | 91.7 | 21.2% | 81.0% | $57.1B |
| ZM | 84.2 | 18.0 | 3.1% | 21.7% | $27.7B |
| NVDA | 80.6 | 45.2 | 114.2% | 55.8% | $4.5T |
| CRUS | 79.7 | 19.1 | 6.0% | 17.5% | $7.4B |
| ASML | 77.8 | 48.1 | 15.6% | 29.4% | $546.0B |
| IDCC | 77.4 | 31.8 | -4.0% | 48.8% | $9.7B |
| CSCO | 77.1 | 27.6 | 5.3% | 18.0% | $303.6B |
| RMBS | 75.5 | 48.3 | 20.7% | 32.3% | $11.0B |
| DBX | 75.3 | 13.9 | 1.9% | 17.7% | $6.4B |
| FSLR | 75.0 | 17.3 | 26.7% | 30.7% | $24.2B |
| SIMO | 74.7 | 9.2 | 10.2% | 13.8% | $4.5B |
| ADI | 74.3 | 74.1 | 16.9% | 20.6% | $165.1B |
| AAPL | 72.5 | 33.1 | 6.4% | 27.0% | $3.9T |
| OLED | 72.5 | 27.0 | 12.4% | 34.3% | $5.9B |
| AMAT | 72.3 | 36.4 | 4.4% | 24.7% | $281.7B |
| Sector Average | 47.4 | 87.4 | 14.8% | -109.6% | — |
WhiteFiber, Inc. provides AI-focused infrastructure solutions through the development and operation of GPU-optimized data centers and cloud platforms. The company offers colocation, hosting, and GPU-as-a-service, supporting compute, storage, and networking needs for AI and machine learning workloads. WhiteFiber operates on a vertically integrated model and was spun off from Bit Digital, Inc. before going public in August 2025. It is headquartered in the United States.
| Metric | Q3 2025 | Q2 2025 | Q1 2025 | Q4 2024 |
|---|---|---|---|---|
| Revenue | $165,138 | $19M | $17M | $15M |
| Gross Profit | $55,803 | $6M | $6M | $3M |
| Operating Income | $-118,692 | $-9M | $4M | $434,744 |
| Net Income | $-128,918 | $-9M | $1M | $-1M |
| EPS (Diluted) | $-0.00 | $-0.23 | $0.04 | $-0.03 |
| Gross Margin | 33.8% | 33.9% | 37.5% | 19.7% |
| Operating Margin | -71.9% | -49.1% | 24.6% | 2.9% |
| Net Margin | -78.1% | -47.3% | 8.5% | -7.0% |
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.