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33

DYN

🏥 Healthcare

Dyne Therapeutics, Inc.

Conservative #1023Aggressive #418Moderate RiskMixed 59F↑ 21pt
$16.09+3.54%
Day High$16.16
Day Low$15.22
Volume2.3M
Mkt Cap$2.6B
52W Low $652W High $25
Market Cap
$2.4B
P/E Ratio
N/A
Rev Growth
0.0%
Sector avg: 161.5%
Earnings Growth
-34.5%
Profit Margin
0.0%
Sector avg: -3292.7%
Debt/Equity
0.17

Why This Score

DYN scores 33.3 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.

Strengths
  • Positive but moderate momentum (14%) — steady appreciation without overheating.
  • ML model assigns a high-conviction signal (98/100), indicating strong pattern recognition across 82 features.
Risk Factors
  • Signal divergence: Fundamental and ML signals disagree by a significant margin, reducing confidence.
  • Above-average volatility (27.2%) may not suit conservative risk tolerance.

Moderate penalties (-8.5 points) reflect identified risk factors. The overall score balances these against the stock's fundamental strengths.

Score Breakdown

Overall Score33.3
Fundamental Score27.4
ML Score98.0

Score by Horizon

3 Month
18.7
6 Month
20.9
Primary
1 Year
22.0

Quality Assessment

A
Earnings Grade
Strong fundamentals, high earnings quality
Quality Flags
Pipeline concentration: $2.4B biotech/pharma — likely single-product revenue with binary risk

Position Sizing

Suggested Allocation
2.9%
Confidence
high

Score Composition Waterfall

How each component affects the final score
Backtested Scoring Levers (IC-calibrated from 30y ElasticNet)
Weinstein (12.1%)
100
Advancing
Sentiment (2.5%)
77
Positive
Analyst (6.4%)
75
Favorable
Tradability (post-hoc)
92
Grade A
Base
41.5
SHAP
+0.2
Factors
-0.1
Divergence
-8.3
Final
33.3
Positive adjustment
Negative adjustment
Base blend
Final score

Signal SegmentsComputed from ML features

Fundamental (Valuation, Quality, Growth)41.0
Technical (Momentum, Weinstein, Volatility)63.0
External (Sentiment, Analyst, Macro)88.0
Scores below 50 indicate weakness in that segment relative to the universe.

Data Quality

Score
Features
Confidence
Feature Coverage89%

Growth Estimates

Short-term
-6.5% to -1.5%
Medium-term
-9.0% to -1.6%
Long-term
-11.5% to -1.8%

ML Model Core Features100 trained inputs → ML Score: 98

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.

Analyst Intelligence
Consensus Score75.0/100
Target Upside+152.5%
Coverage13 analysts
Market Sentiment
Sentiment Score76.6/100
News Volume1 articles
Technical Stage
Weinstein Stage2 — Advancing
12M Momentum+0.1%
6M Momentum+0.2%
Volatility+0.3%
Momentum & Technical
Momentum Acceleration-1.0%
Momentum ConsistencyStrong (0.93)
Relative Strength vs Sector-10.2%
Trend Strength (ADX Proxy)Weak (0.5)
Momentum Quality+0.098
Momentum BreadthBroad ✓
Macro Regime
Bull RegimeYes
High Vol RegimeNo
S&P 500 Return+25.0%
Yield Curve-0.1bp

Sector-Relative AnalysisIn-model features

Value Trap Signal
3%
Low risk
Sector RevGr Rank
P41
Revenue growth vs Healthcare peers
Sector PE Rank
P40
Valuation vs Healthcare peers
Sector FCF Rank
P12
Free cash flow vs Healthcare peers
Growth Deviation
-0.0σ
Z-score vs sector median
Stagnation Flag
NO
Not flagged

Analysis Signals

Scoring Factors
Fundamental score of 55 relative to sector peers55/100
Machine learning model ranks this stock at the 34th percentileP34
ML model weight reduced to 9% due to macro conditions: market in extended rally phase; yield curve inverted (recession indicator); late-cycle economic indicators detected9% ML weight
SHAP feature alignment: +0.2pt (features align with model priorities)—
Blend: 91% fund (54.9) + 9% ML (32.4) + SHAP(+0.2) = 53.0—
Factor quality: -0.1pt (multi-factor composite)—
Risk assessment: moderate. Annualized volatility 27.2%. Max drawdown 31% (-9.3 pts)Moderate
Market cap adjustment: -4.0 points ($2.4B market cap)-4.0 pts
Divergence penalty: -1.5pt (fund 21pt higher)—
Risk Factors
Earnings quality grade A: strong earnings quality and financial health. Score adjusted by -7 pointsGrade A
Quality concern: Pipeline concentration: $2.4B biotech/pharma — likely single-product revenue with binary riskFlag

Sector Peer Comparison(Healthcare — Rank #182 of 344 stocks)

StockScoreP/ERev GrowthMarginMkt Cap
DYN33.3N/A0.0%0.0%$2.4B
INCY89.615.821.2%25.0%$20.1B
GMAB85.513.122.8%36.4%$18.5B
CPRX82.213.723.5%37.6%$3.0B
VRTX78.032.18.9%32.9%$126.0B
ASND75.716.698.0%-31.7%$13.3B
NBIX74.726.521.4%16.7%$12.5B
ALKS74.616.5-6.4%23.9%$5.5B
AMGN73.826.010.0%21.0%$199.0B
ARGX73.635.178.6%38.0%$50.9B
HOLX73.331.11.7%13.8%$16.8B
REGN72.719.41.0%31.4%$84.9B
ISRG72.361.720.5%28.4%$172.5B
EXEL71.915.17.0%33.7%$11.7B
KRYS71.041.4473.0%30.7%$8.0B
HALO70.216.822.4%43.7%$9.3B
Sector Average37.1252.3161.5%-3292.7%—

Market Sentimentvia FMP

Analyst Consensus
Buy13 analysts
Strong Buy: 1Buy: 11Hold: 1
Price Target
$38consensus
Low $23Median $39High $60
+135.5% to consensus target

Company Overviewvia FMP

Dyne Therapeutics, Inc., a muscle disease company, operates as a biotechnology company that focuses on advancing therapeutics for genetically driven muscle diseases in the United States. It develops various programs for myotonic dystrophy type 1, duchenne muscular dystrophy, and facioscapulohumeral dystrophy, as well as rare skeletal muscle, and cardiac and metabolic muscle diseases using its FORCE platform that delivers disease-modifying therapeutics. The company was incorporated in 2017 and is headquartered in Waltham, Massachusetts..

CEO
John G. Cox
Employees
192
Beta
1.31
Industry
Biotechnology
FMP-Identified Peers

Technical Picturecomputed from daily prices

RSI (14)
32.0
Neutral
Trend
Bearish
10-day vs 50-day MA
From 52W High
-35.6%
High: $25
From 52W Low
+153%
Low: $6.36
Moving Averages
10-Day
$15.60
Above
20-Day
$16.60
Below
50-Day
$17.80
Below
200-Day
$15.00
Above
60-Day Support
$14.56
60-Day Resistance
$23.96
Weinstein Stage Analysisbased on 200-day SMA framework
Stage 2 — AdvancingScore: 75/100

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.

Favorable technical position; 50-day SMA acts as support
Price vs 200 SMA
+7.3%
200 SMA Slope (60d)
+16.25%
Rising
Volume Ratio
0.87x
10d avg vs 50d avg
Days in Stage
3
Confidence: 90%

Financial Statementslast 4 quarters via FMP

MetricQ3 2025Q2 2025Q1 2025Q4 2024
Revenue$0$0$0$0
Gross Profit$0$0$0$0
Operating Income$-114M$-116M$-122M$-97M
Net Income$-108M$-111M$-115M$-90M
EPS (Diluted)$-0.76$-0.97$-1.05$-0.88
Gross MarginN/AN/AN/AN/A
Operating MarginN/AN/AN/AN/A
Net MarginN/AN/AN/AN/A

Why This Stock

Healthcare

Tradability FilterGrade A — 92/100Score impact: -40.9pt

Volume
100
2.5M avg/day
Dollar Vol
92
$38M/day
Float
100
134M shares
Mkt Cap
61
$2.4B
Range
100
293% spread
Composite Liquidity Score92/100
FDCBA

Multi-Year Range Analysis

Sideways: 0/100
YearLowHighRangeStatus
2021$11.57$22.9265.9%Wide
2022$4.30$15.63113.7%Wide
2023$6.40$15.6083.6%Wide
2024$12.33$47.45117.5%Wide
2025$6.36$26.22121.9%Wide
3-Year Range
152.7%
Narrow Years
0 / 5
Sideways Penalty
None
Free Float
82.9%
Outstanding Shares
162M
Bid-Ask Spread
293.0%
Institutional Tradable
Yes

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.