Value
4.3/10data confidence 67%| Component | Sub-score |
|---|---|
| P/S | 2.8 |
| Fwd P/E | 2.8 |
| PEG | 10.0 |
| Analyst target | 3.0 |
- ▸Forward P/E: 38.6x
- ▸PEG: 0.05
PDFS · Why this verdict
Why PDF Solutions (PDFS) is rated HOLD
Updated
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results.
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VerdictHOLD
Overall score5.6/10
ConfidenceMEDIUM
MacroNEUTRAL
TrendMatrix Research · core thesis
Engine thesis — one sentence
PDF Solutions has delivered 26% revenue growth year-over-year and a strong earnings beat streak of 3 out of 4 quarters, but the stock has reached analyst price targets and sits in overbought territory at RSI 75, making near-term risk/reward unfavorable.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
PDF Solutions grew revenue 26% year-over-year, placing it among the top growth names in software, and has beaten earnings estimates in 3 of the last 4 quarters with an average upside surprise of 62%. Growth breakdown | Revenue growth remains above 15% year-over-year and the company posts an EPS beat in at least 3 of the next 4 quarters. | →Stable |
| CounterThe high-growth rate is from a small base; at a $2.7B market cap, sustaining 26% growth becomes harder and the forward P/E of 41.5x prices in continued acceleration with no margin for miss. | ||
Despite a relatively low overall quality score, the company has a strong Piotroski F-Score of 9/9 and a wide economic moat score, suggesting structural competitive advantages in its semiconductor process control niche. Quality breakdown | Moat indicators remain strong with Piotroski F-Score staying above 7 and gross margins remaining above current levels over the next 12 months. | →Stable |
| CounterFree cash flow is deeply negative at -436% relative to net income, a serious earnings quality red flag that undermines the quality thesis regardless of moat score. | ||
The stock trades within 0.8% of analyst resistance targets with RSI at 75, signaling the stock is overbought at current prices and near-term upside is effectively exhausted. Momentum breakdown | Price pulls back to at least 10% below current levels before establishing a new base, or analyst targets are raised above $75 to reset the upside case. | →Stable |
| CounterOverbought conditions in strong momentum stocks can persist for months; a rising RSI that holds above 60 over time can reflect fundamental re-rating rather than unsustainable speculation. | ||
Free cash flow is -436% relative to net income, meaning the company's reported profits are not backed by actual cash generation, raising concerns about earnings quality and sustainability. Quality breakdown | Free cash flow turns positive or reaches at least -50% of net income within the next 2 fiscal years as investment intensity moderates. | →Stable |
| CounterNegative FCF for a high-growth software company may reflect accelerated investment in growth rather than poor underlying unit economics; if revenue scales efficiently, FCF should improve without structural change. | ||
PDF Solutions grew revenue 26% year-over-year, placing it among the top growth names in software, and has beaten earnings estimates in 3 of the last 4 quarters with an average upside surprise of 62%.
→StableGrowth breakdown
- Expectation
- Revenue growth remains above 15% year-over-year and the company posts an EPS beat in at least 3 of the next 4 quarters.
CounterThe high-growth rate is from a small base; at a $2.7B market cap, sustaining 26% growth becomes harder and the forward P/E of 41.5x prices in continued acceleration with no margin for miss.
Despite a relatively low overall quality score, the company has a strong Piotroski F-Score of 9/9 and a wide economic moat score, suggesting structural competitive advantages in its semiconductor process control niche.
→StableQuality breakdown
- Expectation
- Moat indicators remain strong with Piotroski F-Score staying above 7 and gross margins remaining above current levels over the next 12 months.
CounterFree cash flow is deeply negative at -436% relative to net income, a serious earnings quality red flag that undermines the quality thesis regardless of moat score.
The stock trades within 0.8% of analyst resistance targets with RSI at 75, signaling the stock is overbought at current prices and near-term upside is effectively exhausted.
→StableMomentum breakdown
- Expectation
- Price pulls back to at least 10% below current levels before establishing a new base, or analyst targets are raised above $75 to reset the upside case.
CounterOverbought conditions in strong momentum stocks can persist for months; a rising RSI that holds above 60 over time can reflect fundamental re-rating rather than unsustainable speculation.
Free cash flow is -436% relative to net income, meaning the company's reported profits are not backed by actual cash generation, raising concerns about earnings quality and sustainability.
→StableQuality breakdown
- Expectation
- Free cash flow turns positive or reaches at least -50% of net income within the next 2 fiscal years as investment intensity moderates.
CounterNegative FCF for a high-growth software company may reflect accelerated investment in growth rather than poor underlying unit economics; if revenue scales efficiently, FCF should improve without structural change.
Per-dimension breakdown
Quality
4.8/10data confidence 100%| Component | Sub-score |
|---|---|
| ROE | 0.9 |
| ROA | 2.1 |
| Gross margin | 10.0 |
| Op margin | 4.2 |
| Net margin | 1.6 |
| Current ratio | 8.0 |
| FCF quality | 0.0 |
| Moat | 7.9 |
| Rule of 40 | 3.0 |
| Piotroski F | 10.0 |
- ▸Earnings quality RED FLAG: -436% FCF/NI
- ▸Wide economic moat
- ▸Rule of 40: 12 (fail)
- ▸Strong Piotroski F-Score: 9/9
Growth
9.0/10data confidence 33%| Component | Sub-score |
|---|---|
| Rev growth | 9.0 |
- ▸Strong growth: 26% YoY
Momentum
7.1/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 5.0 |
| MACD | 7.6 |
| OBV | 10.0 |
| MA position | 9.0 |
| Volume | 4.1 |
- ▸Volume accumulation (rising OBV)
- ▸Above 200-day MA
Sentiment
5.5/10data confidence 100%| Component | Sub-score |
|---|---|
| Analyst rating | 7.1 |
| Price target | 4.0 |
| erm sentiment | 5.0 |
- ▸Light analyst coverage (4.0) — signal dampened
Insider
5.0/10data confidence 50%| Component | Sub-score |
|---|---|
| materiality | 5.0 |
| holder change | 5.1 |
- ▸No net insider activity — $0 (0.000% of mkt cap)
Peer rank
2.8/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 0.4 |
| quality rank | 3.2 |
| growth rank | 7.5 |
Technical
4.6/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 2.6 |
| support resistance | 2.0 |
| 52w position | 8.7 |
| gap | 5.0 |
Risk (lower is worse)
5.4/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 7.3 |
| days to cover | 9.1 |
| volatility | 0.0 |
| put call | 10.0 |
| implied vol | 0.4 |
| max pain risk | 3.0 |
| beta | 4.3 |
| debt equity | 9.0 |
- ▸High IV: 78%
- ▸Above max pain $40
Catalyst
7.5/10data confidence 100%| Component | Sub-score |
|---|---|
| erm | 5.0 |
| earnings history | 10.0 |
| earnings timing | 5.0 |
| surprise avg | 10.0 |
- ▸Strong earnings: 3B/0M
How the verdict was assembled
Engine trigger
Mixed signals. Hold existing position.
Engine technical detail
verdict_path:
L4:PATH_F_HOLD_DEFAULTPassed (7)
- MOMENTUM:7.1>=5.5
- INSIDER:OK
- 8K:CLEAN
- NEWS_EVENTS:NONE_RECENT
- EARNINGS_PROXIMITY:43d clear
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (1)
- ASYMMETRY:-1.4=NEGATIVE
Warning (0)
none
Reward-to-Risk
-1.37
Upside
-20.6%
Downside
15.0%
Sizing output
AVOID
SetupBREAKOUT — Golden cross, above all MAs, RSI 61, MACD bullish
EdgeNO_EDGE — No clear edge identified
SuitabilityAGGRESSIVE — Beta 1.71>1.3, MCap $2.5B<$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: MOMENTUM:7.1>=5.5. Top dim: Growth at 9.0; weakest: Peer rank at 2.8. The engine's read is one of pattern absence — no directional conviction in either direction at current asymmetry.
The strongest dimensions are Growth at 9.0, Catalyst at 7.5, and Momentum at 7.1; the weakest are Peer rank at 2.8, Value at 4.3, and Technical at 4.6. The V9 engine flagged 1 failed gate, producing an asymmetric reward-to-risk of -1.37 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1PDF Solutions grew revenue 26% year-over-year, placing it among the top growth names in software, and has beaten earnings estimates in 3 of the last 4 quarters with an average upside surprise of 62%.
Trip ifRevenue growth falls below 15% year-over-year for 2 consecutive quarters.
- P2Despite a relatively low overall quality score, the company has a strong Piotroski F-Score of 9/9 and a wide economic moat score, suggesting structural competitive advantages in its semiconductor process control niche.
Trip ifPiotroski F-Score falls below 6 in the next annual report, indicating deteriorating financial health across more than 3 metrics.
- P3The stock trades within 0.8% of analyst resistance targets with RSI at 75, signaling the stock is overbought at current prices and near-term upside is effectively exhausted.
Trip ifStock price rises above $75 resistance without a corresponding upward revision in analyst targets, signaling further overvaluation.
- P4Free cash flow is -436% relative to net income, meaning the company's reported profits are not backed by actual cash generation, raising concerns about earnings quality and sustainability.
Trip ifFree cash flow remains more than 200% negative relative to net income for 2 consecutive reported periods.