Value
6.6/10data confidence 67%| Component | Sub-score |
|---|---|
| P/S | 6.7 |
| Fwd P/E | 4.5 |
| PEG | 10.0 |
| Analyst target | 5.0 |
- ▸Forward P/E: 27.6x
- ▸PEG: 0.36
TWLO · Why this verdict
Why Twilio (TWLO) is rated BUY WAIT
Updated
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results.
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VerdictBUY WAIT
Overall score5.8/10
ConfidenceMEDIUM
MacroNEUTRAL
TrendMatrix Research · core thesis
Engine thesis — one sentence
Twilio has achieved four consecutive earnings beats with an average surprise of 28% and a perfect Piotroski score of 9 out of 9, converting 846% of net income into free cash flow, but the stock has exceeded analyst targets and is in a negative momentum phase with falling on-balance volume.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
Twilio holds a Piotroski score of 9 out of 9, the highest possible, alongside free cash flow conversion of 846% of net income, reflecting a business where GAAP earnings massively understate true economic profitability due to stock-based compensation and non-cash charges. Quality breakdown | Free cash flow conversion remains above 500% of net income over the next 12 months, confirming the structural cash generation advantage persists. | →Stable |
| CounterAn 846% FCF-to-net-income ratio driven by large stock-based compensation dilutes shareholders at a rate that partially offsets the apparent cash advantage. | ||
Twilio has beaten earnings in each of the last four quarters with an average surprise of 28%, most recently reporting $1.50 against a $1.27 estimate, demonstrating consistent ability to outperform as operating leverage kicks in on the growing developer communication platform. Earnings | The beat streak extends to at least 6 consecutive quarters with average surprise remaining above 15%. | ↓Deteriorating |
| CounterThe most recent beat of 18% came with the stock already 12% above analyst targets, suggesting the market may already be pricing in future beats and leaving little incremental upside. | ||
Despite trading above the 200-day moving average, on-balance volume is declining and momentum scores have fallen to 2.7 out of 10, indicating that buyers are not stepping in as aggressively as sellers are distributing shares at current elevated levels. Momentum breakdown | On-balance volume turns positive and the stock sustains upward price action for at least 6 consecutive weeks, confirming that distribution has ended. | ↓Deteriorating |
| CounterThe stock is above the 200-day moving average and RSI is at 55, which is a neutral to constructive position; the falling OBV may reflect profit-taking after strong earnings rather than fundamental deterioration. | ||
At $202, the stock is already 12% above the analyst consensus price target, creating negative asymmetry where the downside risk to fair value exceeds the upside to any new higher target, while the stop loss at $187.86 implies 7% downside. Warnings | Analyst price targets are revised upward to at least $225, restoring a positive reward-to-risk ratio above 1.0 at the current price. | ↓Deteriorating |
| CounterWith a perfect Piotroski score and strong beat streak, analysts may be systematically conservative, and the stock could sustain a premium to stated targets if growth continues to exceed expectations. | ||
Twilio holds a Piotroski score of 9 out of 9, the highest possible, alongside free cash flow conversion of 846% of net income, reflecting a business where GAAP earnings massively understate true economic profitability due to stock-based compensation and non-cash charges.
→StableQuality breakdown
- Expectation
- Free cash flow conversion remains above 500% of net income over the next 12 months, confirming the structural cash generation advantage persists.
CounterAn 846% FCF-to-net-income ratio driven by large stock-based compensation dilutes shareholders at a rate that partially offsets the apparent cash advantage.
Twilio has beaten earnings in each of the last four quarters with an average surprise of 28%, most recently reporting $1.50 against a $1.27 estimate, demonstrating consistent ability to outperform as operating leverage kicks in on the growing developer communication platform.
↓DeterioratingEarnings
- Expectation
- The beat streak extends to at least 6 consecutive quarters with average surprise remaining above 15%.
CounterThe most recent beat of 18% came with the stock already 12% above analyst targets, suggesting the market may already be pricing in future beats and leaving little incremental upside.
Despite trading above the 200-day moving average, on-balance volume is declining and momentum scores have fallen to 2.7 out of 10, indicating that buyers are not stepping in as aggressively as sellers are distributing shares at current elevated levels.
↓DeterioratingMomentum breakdown
- Expectation
- On-balance volume turns positive and the stock sustains upward price action for at least 6 consecutive weeks, confirming that distribution has ended.
CounterThe stock is above the 200-day moving average and RSI is at 55, which is a neutral to constructive position; the falling OBV may reflect profit-taking after strong earnings rather than fundamental deterioration.
At $202, the stock is already 12% above the analyst consensus price target, creating negative asymmetry where the downside risk to fair value exceeds the upside to any new higher target, while the stop loss at $187.86 implies 7% downside.
↓DeterioratingWarnings
- Expectation
- Analyst price targets are revised upward to at least $225, restoring a positive reward-to-risk ratio above 1.0 at the current price.
CounterWith a perfect Piotroski score and strong beat streak, analysts may be systematically conservative, and the stock could sustain a premium to stated targets if growth continues to exceed expectations.
Per-dimension breakdown
Quality
5.2/10data confidence 100%| Component | Sub-score |
|---|---|
| ROE | 0.4 |
| ROA | 1.1 |
| Gross margin | 5.7 |
| Op margin | 3.1 |
| Net margin | 1.0 |
| Current ratio | 8.3 |
| FCF quality | 10.0 |
| Moat | 7.1 |
| Piotroski F | 10.0 |
- ▸Excellent cash conversion: 846% FCF/NI
- ▸Strong Piotroski F-Score: 9/9
Growth
7.5/10data confidence 33%| Component | Sub-score |
|---|---|
| Rev growth | 7.5 |
Momentum
3.3/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 8.2 |
| MACD | 0.0 |
| OBV | 1.0 |
| MA position | 4.0 |
| Volume | 3.3 |
- ▸Oversold in uptrend (RSI 28)
- ▸Volume distribution (falling OBV)
- ▸Above 200-day MA
Sentiment
6.8/10data confidence 100%| Component | Sub-score |
|---|---|
| LLM sentiment | 6.0 |
| Analyst rating | 7.5 |
| Price target | 6.9 |
Insider
5.2/10data confidence 100%| Component | Sub-score |
|---|---|
| materiality | 2.0 |
| insider conviction | 2.0 |
| holder change | 10.0 |
| notable moves | 7.0 |
- ▸Heavy insider selling — $341,898,527 (1.228% of mkt cap)
- ▸Institutions accumulating
Peer rank
4.1/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 2.1 |
| quality rank | 3.0 |
| growth rank | 5.4 |
Technical
8.0/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 9.7 |
| support resistance | 8.9 |
| 52w position | 5.5 |
Risk (lower is worse)
5.2/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 8.1 |
| days to cover | 9.3 |
| volatility | 0.0 |
| put call | 3.7 |
| implied vol | 0.0 |
| beta | 5.6 |
| debt equity | 9.5 |
- ▸High IV: 88%
Catalyst
6.9/10data confidence 100%| Component | Sub-score |
|---|---|
| erm | 5.0 |
| earnings history | 10.0 |
| earnings timing | 5.0 |
| surprise avg | 9.6 |
| news activity | 5.0 |
- ▸Perfect beat streak: 4Q
- ▸Earnings in 14 days
How the verdict was assembled
Engine trigger
Maintain position. Not compelling to add more. | News modifier +2 (HOLD_IF_HOLDING → STRONG_BUY_WAIT).
Engine technical detail
verdict_path:
L4:PATH_F_HOLD|L3:NEWS_MOD=+2|ENTRY_STICKY:WITHIN_BANDPassed (3)
- NEWS_EVENTS:NONE_RECENT
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (3)
- MOMENTUM:3.3<4.5
- ASYMMETRY:0.4<1.5@spot
- INSIDER:1.23%=HEAVY
Warning (2)
- 8K_CSUITE_CHANGE:5.02 (officer departure/appointment)
- EARNINGS_PROXIMITY:14d<=14d (soft)
Reward-to-Risk
0.36
Upside
+4.3%
Downside
11.9%
Sizing output
STARTER
Setup— — No clear chart pattern; technical signals are mixed
EdgeCatalyst-Driven — Earnings in 14d with 4/4 beat streak
SuitabilityAggressive — Beta 1.36>1.3
Investment implication
None of the engine's positive-conviction paths (C-quality, D-momentum) triggered — the F-path HOLD reflects balanced signals. Strongest-cleared gate: NEWS_EVENTS:NONE_RECENT. Top dim: Technical at 8.0; weakest: Momentum at 3.3. No conviction either direction.
The strongest dimensions are Technical at 8.0, Growth at 7.5, and Catalyst at 6.9; the weakest are Momentum at 3.3, Peer rank at 4.1, and Risk (lower is worse) at 5.2. The V9 engine flagged 3 failed gates with 2 warnings, producing an asymmetric reward-to-risk of 0.36 and an engine sizing output of STARTER.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Perfect Piotroski Fcf Conversion
Trip ifFree cash flow conversion falls below 200% of net income for at least 2 consecutive quarters.
- P2Four Quarter Beat Streak
Trip ifEPS surprise falls below 5% in at least 3 of the next 4 quarters.
- P3Negative Momentum Phase
Trip ifOn-balance volume declines by more than 20% from current levels over the next 8 weeks.
- P4Analyst Target Already Exceeded
Trip ifStock price drops below $185, more than 8% below the current $202.00, as analyst targets remain unchanged.