Seneca Foods Corporation
SENEA scores 45.9 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.
Net penalties of -16.1 points significantly impact the ranking. Without these adjustments, SENEA 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 |
|---|---|---|---|---|---|
| SENEA | 45.9 | 10.0 | 8.2% | 5.6% | $902M |
| MNST | 84.4 | 46.3 | 4.9% | 20.1% | $84.6B |
| COCO | 77.4 | 43.1 | 18.2% | 11.7% | $3.3B |
| CALM | 76.7 | 3.5 | 83.2% | 27.4% | $4.1B |
| LAUR | 76.3 | 25.8 | 5.5% | 18.9% | $4.9B |
| WMT | 71.5 | 46.7 | 5.1% | 2.9% | $1.0T |
| CCEP | 68.9 | 25.1 | 11.7% | 6.9% | $49.7B |
| PSMT | 66.5 | 31.5 | 7.2% | 2.7% | $4.8B |
| COST | 66.2 | 54.6 | 8.2% | 2.9% | $441.9B |
| PEP | 65.1 | 27.6 | 2.3% | 8.8% | $230.9B |
| COKE | 64.6 | 23.1 | 3.7% | 9.2% | $16.7B |
| PRDO | 64.0 | 13.1 | 24.2% | 18.9% | $2.2B |
| SFD | 63.8 | 11.3 | -3.4% | 5.5% | $9.6B |
| OLLI | 62.5 | 31.4 | 8.0% | 8.8% | $6.7B |
| FIZZ | 61.2 | 18.6 | 0.8% | 15.6% | $3.5B |
| DLTR | 61.0 | 23.9 | 4.8% | 5.9% | $25.7B |
| Sector Average | 51.1 | 33.1 | 10.6% | -3.2% | โ |
Seneca Foods Corporation provides packaged fruits and vegetables in the United States and internationally. The company offers canned, frozen, and bottled produce; jarred fruit; and snack chips and other food products under the private label, as well as under various national and regional brands that the company owns or licenses, including Seneca, Libby's, Aunt Nellie's, Cherryman, Green Valley, and READ. It also packs canned and frozen vegetables under contract packing agreements. In addition, the company engages in the sale of cans and ends, as well as trucking and aircraft operations. It provides its products to grocery outlets, including supermarkets, mass merchandisers, limited assortment stores, club stores, and dollar stores; and food service distributors, restaurant chains, industrial markets, other food packagers, and export customers in 90 countries, as well as federal, state, and local governments for school and other feeding programs. The company was incorporated in 1949 and is headquartered in Marion, New York.
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.
Stage 2 uptrend โ institutional accumulation phase. SMA50 pullbacks are the highest-probability entry points. Stop below SMA200 preserves capital if trend breaks.
| Metric | Q3 2025 | Q2 2025 | Q1 2025 | Q4 2025 |
|---|---|---|---|---|
| Revenue | $508M | $460M | $297M | $346M |
| Gross Profit | $83M | $62M | $42M | $16M |
| Operating Income | $60M | $41M | $23M | $2M |
| Net Income | $45M | $30M | $15M | $601,000 |
| EPS (Diluted) | $6.48 | $4.29 | $2.14 | $0.09 |
| Gross Margin | 16.4% | 13.4% | 14.1% | 4.5% |
| Operating Margin | 11.8% | 9.0% | 7.8% | 0.6% |
| Net Margin | 8.8% | 6.5% | 5.0% | 0.2% |
This stock has limited trading volume and/or float. Institutional investors may face difficulty entering or exiting positions without significant price impact. A post-hoc penalty has been applied to the composite score (this is not a backtested model factor โ it is a practical tradability overlay).
| Year | Low | High | Range | Status |
|---|---|---|---|---|
| 2021 | $41.54 | $62.37 | 40.1% | Wide |
| 2022 | $44.19 | $68.74 | 43.5% | Wide |
| 2023 | $32.50 | $65.65 | 67.5% | Wide |
| 2024 | $43.89 | $81.39 | 59.9% | Wide |
| 2025 | $70.58 | $129.03 | 58.6% | 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.