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IRWDIronwood Pharmaceuticals, Inc.Sell7.1·$3.79-2.19%
IRWD · Why this verdict

Why Ironwood Pharmaceuticals (IRWD) is rated SELL

Updated

Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results.

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Methodology · Editorial policy & full disclaimer

VerdictSELL
Overall score7.1/10
ConfidenceMEDIUM
MacroNEUTRAL
TrendMatrix Research · core thesis

Engine thesis — one sentence

Ironwood screens as a statistically cheap, high-quality growth business with elite margins and positive technical momentum, but the engine's own risk/reward gate and bearish insider/short-interest signals argue for a smaller starter position until the asymmetry improves.

Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.

Thesis pillars

Ironwood exhibits high-quality business characteristics with strong margins of 28% and an elite Rule of 40 score of 173, indicating strong profitability combined with growth.

Stable
Quality breakdown
Expectation
Gross and operating margins should hold near current levels or improve, keeping the quality score (8.3/10) elevated over the next 12 months.

CounterThe earnings quality warning citing only 50% FCF/NI conversion suggests reported margins may not be fully backed by cash generation, raising doubt about sustainability.

Ironwood trades at a deeply discounted valuation, with a forward P/E of 3.0x and a PEG ratio of 0.02, despite delivering 159% YoY growth, suggesting the market has not priced in the company's growth.

Stable
Valuation breakdown
Expectation
Forward P/E and PEG ratio should re-rate upward toward peer averages, or the value score (currently 9.1/10) should hold as price appreciates toward the analyst target.

CounterA forward P/E this low could reflect market skepticism about earnings durability or one-time items inflating the growth figure rather than a genuine mispricing.

The stock shows positive technical momentum, trading above its 200-day moving average with rising on-balance volume, supporting a momentum score of 7.1/10.

Stable
Momentum breakdown
Expectation
Price should continue holding above the 200-day moving average and OBV should keep rising over the next 12 months, sustaining or improving the momentum score.

CounterThe stock is already overbought (RSI 73), which historically precedes short-term pullbacks that could break moving-average support.

The engine's V9 risk framework blocked a BUY_NOW verdict because the risk/reward ratio of 1.3x at spot falls short of the 1.5x minimum threshold, signaling the current entry does not offer sufficiently asymmetric upside versus downside.

Stable
Engine gate (failed)
Expectation
The asymmetry ratio should rise above the 1.5x minimum threshold (from the current 1.32x) as price pulls back toward the entry target, clearing the gate for a BUY_NOW verdict.

CounterIf the stock continues rallying without a pullback, the asymmetry ratio may never clear the 1.5x threshold, permanently locking the thesis out of an actionable entry.

Elevated short interest of 11% combined with a bearish insider signal (net sells of $80,460 in the last 90 days with zero buys) represents an elevated risk factor despite otherwise strong fundamentals.

Deteriorating
Insider transaction read
Expectation
Short interest should decline from 11% and insider transactions should shift away from a BEARISH signal over the next 12 months if the bullish thesis holds.

CounterContinued insider selling and persistently high short interest could reflect informed skepticism about the company's prospects that outweighs the quantitative screen's optimism.

Per-dimension breakdown

Value

9.5/10data confidence 100%
ComponentSub-score
P/E9.7
P/S9.1
EV/EBITDA8.8
Fwd P/E10.0
PEG10.0
Analyst target9.0
  • Forward P/E: 2.7x
  • PEG: 0.02
  • Attractively valued

Quality

8.3/10data confidence 100%
ComponentSub-score
ROA10.0
Gross margin10.0
Op margin10.0
Net margin10.0
Current ratio5.2
FCF quality4.0
Moat7.0
Rule of 409.5
Piotroski F8.9
  • Strong margins: 28%
  • Earnings quality warning: 50% FCF/NI
  • Rule of 40: 173 (elite)
  • Strong Piotroski F-Score: 8/9

Growth

10.0/10data confidence 67%
ComponentSub-score
Rev growth10.0
EPS growth10.0
  • Strong growth: 159% YoY

Momentum

3.2/10data confidence 100%
ComponentSub-score
RSI8.2
MACD2.6
OBV1.0
MA position4.0
Volume0.0
  • Uptrend pullback (RSI 33) - buy opportunity
  • Volume distribution (falling OBV)
  • Above 200-day MA

Sentiment

7.1/10data confidence 100%
ComponentSub-score
Analyst rating6.3
Price target9.8
erm sentiment5.0
  • Light analyst coverage (4.0) — signal dampened
  • Analyst upside: 67%

Insider

2.4/10data confidence 100%
ComponentSub-score
materiality3.0
insider conviction2.0
holder change1.5
notable moves3.0
  • Notable insider selling — $658,523 (0.103% of mkt cap)
  • Institutions reducing

Peer rank

7.9/10data confidence 80%
ComponentSub-score
value rank7.7
quality rank9.3
growth rank9.8
  • Attractive P/E vs peers
  • Best-in-class margins

Technical

6.7/10data confidence 100%
ComponentSub-score
bollinger8.0
support resistance9.7
52w position3.1
gap6.0

Risk (lower is worse)

4.7/10data confidence 100%
ComponentSub-score
short interest4.6
days to cover3.6
volatility0.0
put call10.0
implied vol0.0
beta10.0
  • High IV: 111%

Catalyst

6.4/10data confidence 100%
ComponentSub-score
erm5.0
earnings history5.6
earnings timing5.0
surprise avg10.0
  • Earnings in 13 days

How the verdict was assembled

Engine trigger

Heavy insider selling.

Engine technical detail
verdict_path: L1:HARD_BLOCK:INSIDER_FLOOR
Passed (6)
  • ASYMMETRY:3.6>=1.5
  • INSIDER:OK
  • 8K:CLEAN
  • NEWS_EVENTS:NONE_RECENT
  • SEMI_CYCLE_PEAK:CLEAR
  • MATERIALS_CYCLE_PEAK:CLEAR
Failed (1)
  • MOMENTUM:3.2<4.5
Warning (1)
  • EARNINGS_PROXIMITY:13d<=14d (soft)
Reward-to-Risk
3.63
Upside
+42.2%
Downside
11.6%
Sizing output
AVOID

Setup No clear chart pattern; technical signals are mixed

EdgeTemporary headwind High quality (8.3) with weak momentum (3.2)

SuitabilityAggressive MCap $0.6B<$5B

Investment implication

The SELL_IF_HOLDING verdict reflects the MOMENTUM gate's 3.2<4.5 outcome against Growth at 10.0 and asymmetric R:R of 3.63.

The strongest dimensions are Growth at 10.0, Value at 9.5, and Quality at 8.3; the weakest are Insider at 2.4, Momentum at 3.2, and Risk (lower is worse) at 4.7. The V9 engine flagged 1 failed gate with 1 warning, producing an asymmetric reward-to-risk of 3.63 and an engine sizing output of AVOID.

What would invalidate the thesis

Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.

  • P1Deep Value Mispricing

    Trip ifForward P/E rises above 10x from the current 3.0x, eliminating the value gap.

  • P2High Quality Margin Profile

    Trip ifRule of 40 score falls below 100 from the current 173, or gross margin falls below 20% from the current 28%.

  • P3Technical Momentum Above 200dma

    Trip ifPrice closes below the 200-day moving average for more than 5 consecutive trading days.

  • P4Asymmetry Gate Blocked Risk

    Trip ifAsymmetry ratio stays below 1.5x for more than 2 consecutive quarters.

  • P5Insider Selling Short Interest Risk

    Trip ifShort interest rises above 20% from the current 11%, or insider sell value exceeds $500,000 in a single quarter.

Engine reasoning is mechanically derived from pipeline gate outputs. See decision view.

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