Value
9.2/10data confidence 60%| Component | Sub-score |
|---|---|
| P/E | 9.3 |
| P/S | 10.0 |
| EV/EBITDA | 8.3 |
- ▸Attractively valued
SENEB · Why this verdict
Why Seneca Foods (SENEB) is rated SELL
Updated
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results. How we score · Editorial policy
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VerdictSELL
Overall score5.5/10
ConfidenceMEDIUM
MacroRISK_OFF
TrendMatrix Research · core thesis
Engine thesis — one sentence
Seneca Foods is a cheaply valued, defensive canned-vegetable producer with a clean balance sheet and strong peer rankings, but its business is concentrated in one product and a few customers, and momentum is very weak.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
The ten largest customers account for 56.0% of sales and canned vegetables make up 82.0% of revenue, concentrating the business in one category and a few buyers. Bear case | Top-ten customer share stays below 60% and canned vegetables stay stable above 75% of sales while revenue is maintained. | →Stable |
| CounterA mature defensive product category with long-standing retail customers provides stable volumes, and concentration is typical for private-label food suppliers. | ||
Momentum scores 1.6 out of 10 with the stock below its 200-day average, falling on-balance volume and an RSI of 7, a capitulation-type reading. Momentum breakdown | RSI recovers above 30 and the price returns above the 200-day average within two quarters. | ↓Deteriorating |
| CounterThe 200-day average is still rising 5.8% over 30 days, so the weakness is described as a pullback in an uptrend rather than confirmed weakness. | ||
The business has a Piotroski F-Score of 7 out of 9 but free cash flow is only 62% of net income, a quality warning that keeps the quality score at 4.9. Quality breakdown | Free cash flow to net income rises above 80% and the quality score reaches 5.5 or higher over four quarters. | ↓Deteriorating |
| CounterInventory build ahead of the pack season often depresses free cash flow temporarily for canned food processors, and conservative debt levels support quality. | ||
The stock scores 9.2 out of 10 on value, with price-to-sales scoring 10 and P/E scoring 9.3, and ranks above peers on value and return on equity. Valuation breakdown | Value score stays above 8 while earnings hold, supporting a gradual re-rating over 12 months. | ↓Deteriorating |
| CounterThe value score has low confidence (0.6) with no forward P/E or analyst target, and a low P/E on a commodity processor can reflect thin margins (gross margin score 0). | ||
Quarterly revenue was $492.6M in the latest quarter, up from $460.0M a year earlier (about 7%), with $549.0M estimated next quarter. Revenue quarters | Quarterly revenue reaches the $549M estimate and the year-over-year trend stays positive over the next four quarters. | →Stable |
| CounterRevenue swings sharply by season (from $297M to $508M per quarter), so a single quarter's comparison can mislead, and the next-quarter estimate is a 11% rise on the latest. | ||
The ten largest customers account for 56.0% of sales and canned vegetables make up 82.0% of revenue, concentrating the business in one category and a few buyers.
→StableBear case
- Expectation
- Top-ten customer share stays below 60% and canned vegetables stay stable above 75% of sales while revenue is maintained.
CounterA mature defensive product category with long-standing retail customers provides stable volumes, and concentration is typical for private-label food suppliers.
Momentum scores 1.6 out of 10 with the stock below its 200-day average, falling on-balance volume and an RSI of 7, a capitulation-type reading.
↓DeterioratingMomentum breakdown
- Expectation
- RSI recovers above 30 and the price returns above the 200-day average within two quarters.
CounterThe 200-day average is still rising 5.8% over 30 days, so the weakness is described as a pullback in an uptrend rather than confirmed weakness.
The business has a Piotroski F-Score of 7 out of 9 but free cash flow is only 62% of net income, a quality warning that keeps the quality score at 4.9.
↓DeterioratingQuality breakdown
- Expectation
- Free cash flow to net income rises above 80% and the quality score reaches 5.5 or higher over four quarters.
CounterInventory build ahead of the pack season often depresses free cash flow temporarily for canned food processors, and conservative debt levels support quality.
The stock scores 9.2 out of 10 on value, with price-to-sales scoring 10 and P/E scoring 9.3, and ranks above peers on value and return on equity.
↓DeterioratingValuation breakdown
- Expectation
- Value score stays above 8 while earnings hold, supporting a gradual re-rating over 12 months.
CounterThe value score has low confidence (0.6) with no forward P/E or analyst target, and a low P/E on a commodity processor can reflect thin margins (gross margin score 0).
Quarterly revenue was $492.6M in the latest quarter, up from $460.0M a year earlier (about 7%), with $549.0M estimated next quarter.
→StableRevenue quarters
- Expectation
- Quarterly revenue reaches the $549M estimate and the year-over-year trend stays positive over the next four quarters.
CounterRevenue swings sharply by season (from $297M to $508M per quarter), so a single quarter's comparison can mislead, and the next-quarter estimate is a 11% rise on the latest.
Per-dimension breakdown
Quality
4.9/10data confidence 100%| Component | Sub-score |
|---|---|
| ROE | 5.4 |
| ROA | 4.8 |
| Gross margin | 0.0 |
| Op margin | 3.3 |
| Net margin | 3.3 |
| Current ratio | 8.8 |
| FCF quality | 4.8 |
| Moat | 6.2 |
| Piotroski F | 7.8 |
- ▸Earnings quality warning: 62% FCF/NI
- ▸Strong Piotroski F-Score: 7/9
Growth
3.1/10data confidence 67%| Component | Sub-score |
|---|---|
| Rev growth | 4.3 |
| EPS growth | 1.9 |
Momentum
1.6/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 3.0 |
| MACD | 0.0 |
| OBV | 1.0 |
| MA position | 2.2 |
- ▸Capitulation risk (RSI 7, below 200MA)
- ▸Volume distribution (falling OBV)
- ▸Below 200-MA but MA still rising (+5.7%/30d) — pullback in uptrend, not confirmed weakness
Sentiment
5.0/10data confidence 67%| Component | Sub-score |
|---|---|
| Analyst rating | 5.0 |
| erm sentiment | 5.0 |
Insider
7.3/10data confidence 75%| Component | Sub-score |
|---|---|
| materiality | 5.0 |
| holder change | 10.0 |
| notable moves | 7.0 |
- ▸No net insider activity — $0 (0.000% of mkt cap)
- ▸Institutions accumulating
Peer rank
7.8/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 8.2 |
| quality rank | 7.8 |
| growth rank | 7.0 |
- ▸Attractive P/E vs peers
- ▸Superior ROE vs peers
Technical
7.4/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 8.0 |
| support resistance | 10.0 |
| 52w position | 4.2 |
Risk (lower is worse)
6.8/10data confidence 80%| Component | Sub-score |
|---|---|
| short interest | 10.0 |
| days to cover | 0.0 |
| volatility | 8.1 |
| debt equity | 9.0 |
- ▸Concentration risks: 2 HIGH (10-K Item 1A — sized via position_sizing, validated via buy_confidence)
Catalyst
1.2/10data confidence 75%| Component | Sub-score |
|---|---|
| erm | 3.5 |
| earnings history | 0.0 |
| surprise avg | 0.0 |
- ▸Earnings concerns: 0B/4M
How the verdict was assembled
Engine trigger
Mixed signals. Hold existing position. | News modifier -1 (HOLD_IF_HOLDING → SELL_IF_HOLDING).
Engine technical detail
verdict_path:
L4:PATH_F_HOLD_DEFAULT|L3:NEWS_MOD=-1Passed (6)
- INSIDER:OK
- 8K:CLEAN
- NEWS_EVENTS:NONE_RECENT
- EARNINGS_PROXIMITY:NO_DATE
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (1)
- MOMENTUM:1.6<4.5
Warning (1)
- ASYMMETRY:UPSIDE_EXHAUSTED (upside=0.0%)
Reward-to-Risk
0.00
Upside
+21.8%
Downside
5.0%
Sizing output
AVOID
Setup— — No clear chart pattern; technical signals are mixed
EdgeInst Constrain — Small cap ($1.0B) below institutional reach
SuitabilityAggressive — MCap $1.0B<$5B
Investment implication
The default F-path HOLD fired without any positive-conviction gate triggering — no momentum acceleration, no quality+value crossover, no setup recognition. Highest-clear gate: INSIDER:OK. Top dim: Value at 9.2; weakest: Catalyst at 1.2. The engine's read is one of pattern absence — no directional conviction in either direction at current asymmetry.
The strongest dimensions are Value at 9.2, Peer rank at 7.8, and Technical at 7.4; the weakest are Catalyst at 1.2, Momentum at 1.6, and Growth at 3.1. The V9 engine flagged 1 failed gate with 1 warning, producing an asymmetric reward-to-risk of 0.00 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Attractive Defensive Valuation
Trip ifValue score falls below 6.0 from the current 9.2.
- P2Customer Product Concentration
Trip ifTop-ten customer share exceeds 65% of sales from the current 56.0%.
- P3Seasonal Revenue Base
Trip ifQuarterly revenue falls below $460M from the current $492.6M.
- P4Depressed Momentum Capitulation
Trip ifPrice falls more than 5% below the current $148.31 to under $140.90.
- P5Adequate Earnings Quality
Trip ifFree cash flow to net income falls below 40% from the current 62%.