Module 03 · Production-Ready · Python

Institutional Quant
Intelligence.
In Your Telegram.

A hedgefund-grade quant research desk — Greeks, GEX, vol surfaces, regime detection and 100+ research commands — delivered as a Telegram chatbot. Sold individually or as part of the Krupp Capital Trading Suite.

18 submodules100+ commandsHedgefund-grade
vince · /chart SPX
loading
SPXindex
S&P 500 · demo feed
5,812.88
0.00% · +0.00
5,812.9
GEXdemo
net+1.84B
flip5,812
IV
14.27
RV20
11.84
Δ
0.42
Γ
0.008
/gex SPX · 0.8s
0
Analysis submodules
~8,000 LOC
0+
Telegram commands
slash + NL
0+
Technical indicators
per symbol
<0s
Per-symbol analysis
end-to-end
0K+
Strikes per market
real-time GEX
0M
Monte Carlo paths
VKKM Aegis
SPX5,847.12 +0.42%gex +1.84B
NDX20,394.55 +0.71%gex +2.11B
RUT2,341.08 -0.18%gex -312M
VIX14.27 -2.31%
AAPL229.87 +1.04%gex +184M
NVDA138.41 +2.18%gex +921M
TSLA412.05 -0.92%gex -267M
META591.33 +0.66%gex +98M
SPY584.51 +0.41%gex +1.42B
QQQ503.18 +0.69%gex +1.07B
GLD246.70 +0.22%gex +12M
TLT94.18 -0.34%gex -44M
SPX5,847.12 +0.42%gex +1.84B
NDX20,394.55 +0.71%gex +2.11B
RUT2,341.08 -0.18%gex -312M
VIX14.27 -2.31%
AAPL229.87 +1.04%gex +184M
NVDA138.41 +2.18%gex +921M
TSLA412.05 -0.92%gex -267M
META591.33 +0.66%gex +98M
SPY584.51 +0.41%gex +1.42B
QQQ503.18 +0.69%gex +1.07B
GLD246.70 +0.22%gex +12M
TLT94.18 -0.34%gex -44M
Crypto / USDT
24h data
BTC
$107,842.00
2.12%2,284.09
H 109,998.84L 105,685.16Vol 1.4B
ETH
$3,847.00
3.21%+123.49
H 3,923.94L 3,770.06Vol 76.5M
SOL
$178.00
0.97%1.73
H 181.56L 174.44Vol 2.5M
BNB
$642.00
2.76%+17.72
H 654.84L 629.16Vol 12.4M
/overview · the mission

A hedgefund research desk,
collapsed into a chatbot.

Volatility Vince is the 03rd module of the Krupp Capital Trading Suite — a production-ready Python quant engine wired into Telegram. It does the work of a multi-seat research desk: pricing, exposure analytics, regime detection, risk and reporting. You just message it.

Ask Anything

Natural-language research desk in Telegram. Type a question, get institutional-grade analysis back — with charts, levels and a trade plan.

Calculate Everything

GEX, DEX, VEX, 12 Greeks, SABR/SVI vol surfaces, Monte Carlo VaR (1M paths), Kelly sizing — all in one chatbot.

Detect Regimes

HMM & GMM models classify the market across vol, trend, correlation and macro dimensions — so you know what regime you're trading.

Export Board-Ready

Dark institutional Krupp Capital design via Plotly. Generate PDF, Excel and JSON reports — branded and board-ready in seconds.

/capabilities · 18 submodules

One chatbot. Sixteen quantitative disciplines.

From Black-Scholes Greeks to TimesFM forecasting and ColQwen2 document retrieval — Volatility Vince packs a full institutional analytics stack into a single Telegram interface.

Greeksgreeks

Greeks & Pricing Engine

Black-Scholes pricing with a full 12-Greek suite and iterative IV solvers for any listed option.

  • Black-Scholes-Merton core pricer
  • 12 Greeks: Delta, Gamma, Vega, Theta, Rho, Vanna, Charm, Vomma, Speed, Color, Zomma, Ultima
  • Brent & Newton-Raphson implied volatility solvers
  • American / European exercise handling
12 Greeks
Exposureexposure

GEX / DEX / VEX Exposure

Institutional dealer-positioning analytics — the same framework Tier-1 desks use to find gamma flips and pin levels.

  • Gamma Exposure (GEX) per strike & aggregate
  • Delta Exposure (DEX) and Vanna Exposure (VEX)
  • Gamma Flip / Zero Gamma level
  • Max Pain, Dealer Positioning profile
100K+ strikes
Vol Surfacevolsurface

Volatility Surface Models

Stochastic and parametric vol surface models, term structure, skew and 5 RV estimators.

  • SABR & SSVI / SVI calibration
  • Heston & Dupire local volatility
  • Term structure & skew analytics
  • 5 RV estimators: Parkinson, Garman-Klass, Rogers-Satchell, Yang-Zhang, close-to-close
4 models
Strategiesstrategies

15+ Options Strategies

Strategy builder with full PnL profiles, breakevens and Greeks evolution across the price/time grid.

  • Spreads, Iron Condor, Butterfly, Jade Lizard, Wheel
  • PnL at expiry & intraday payoff diagrams
  • Breakeven, max profit / max loss
  • Greek evolution across spot and time
15+ strategies
Riskrisk

Risk Management & VaR

VKKM Aegis Risk Engine — Monte Carlo VaR with 1M paths, CVaR, stress testing and Kelly position sizing.

  • VaR: Historical, Parametric, Monte Carlo (1M paths)
  • Conditional VaR (CVaR / Expected Shortfall)
  • Altman Z-Score credit risk, liquidity risk
  • Kelly & fractional-Kelly position sizing
1M paths
Technicaltechnical

50+ Technical Indicators

A full institutional indicator library covering trend, momentum, volatility, volume and pattern recognition.

  • Trend: EMA stacks, Supertrend, Ichimoku, Keltner
  • Momentum: RSI, MACD, Stochastic, ROC
  • Volatility: ATR, Bollinger, Donchian, historical vol
  • Volume: OBV, VWAP, MFI, accumulation/distribution
50+ indicators
Regimeregime

Market Regime Detection

Probabilistic regime classification using HMM and GMM models across vol, trend, correlation and macro dimensions.

  • Hidden Markov Models (HMM)
  • Gaussian Mixture Models (GMM)
  • Vol / Trend / Correlation / Macro regimes
  • Transition probability matrices
HMM + GMM
Earningsearnings

Earnings Analysis

Pre- and post-earnings analytics including expected move, IV crush forecast and PEAD signals.

  • Expected Move (straddle-implied)
  • IV Crush forecast & post-earnings drift (PEAD)
  • Earnings Quality Score
  • Historical earnings reactions
IV crush
Flowflow

Order Flow Analysis

Detect sweeps, dark pool prints and smart-money positioning with gamma-weighted flow.

  • Sweep detection & multi-exchange tape
  • Dark pool prints
  • Smart-money / unusual-activity flags
  • Gamma-weighted flow overlay
Smart-money
Futuresfutures

Futures & VIX Analytics

Term structure, Commitment of Traders, basis and VIX futures — everything for index and futures traders.

  • Futures term structure & roll yield
  • COT (Commitment of Traders) analysis
  • Basis & calendar spreads
  • VIX futures curve & contango/backwardation
VIX futures
MLml

Machine Learning Models

Production ML pipelines for probability-of-default prediction and alpha factor research.

  • Logistic Regression PD (Probability of Default)
  • Alpha Factor testing & IC analysis
  • Feature importance & cross-validation
  • Walk-forward model evaluation
4 pipelines
Portfolioportfolio

Portfolio Optimization

QuantStats, PyPortfolioOpt, efficient frontier, Black-Litterman and Hierarchical Risk Parity.

  • Efficient Frontier (Markowitz)
  • Black-Litterman blending
  • Hierarchical Risk Parity (HRP)
  • QuantStats tear sheets & PyPortfolioOpt
HRP + BL
Deep Learningdeeplearning

FINN Deep Learning Pricing

Neural-network option pricing, SABR calibration and basket Monte Carlo for structured products.

  • FINN neural pricing engine
  • SABR neural calibration
  • Basket Monte Carlo for multi-asset
  • GPU-accelerated inference
FINN engine
Valuationvaluation

Valuation & Relative Value

DCF, WACC, relative-value and correlation analytics for fundamental cross-checks.

  • Discounted Cash Flow (DCF) models
  • WACC & capital structure
  • Relative value & peer comps
  • Correlation & cointegration analysis
DCF + WACC
Forecastingforecasting

TimesFM 2.5 Forecasting

Google's TimesFM 2.5 zero-shot time series model with 16K context and continuous quantile outputs.

  • Zero-shot time series forecasting
  • 16K token context window
  • Continuous quantile predictions
  • Volatility & price path forecasts
16K context
Visionvision

ColQwen2 Document Retrieval

Vision-language model retrieval for PDF and image extraction — no OCR pipeline required.

  • ColQwen2 vision-language retrieval
  • PDF & image extraction without OCR
  • Question answering over filings
  • Semantic page-level search
No OCR
/demo · live preview

Talk to Vince.
Get institutional output.

No dashboards to learn. No terminals to license. Just message Volatility Vince in Telegram — in plain English or with slash commands — and receive structured, board-ready analysis in under two seconds.

Natural language
Ask “what's the GEX flip on SPX?” — Vince parses and answers.
Slash commands
100+ commands for deterministic, scriptable research.
Rich renders
GEX profiles, Greek tables, regime posters, VaR cards — inline.
Volatility Vince
online · quant engine ready
telegram
Volatility Vince online · 18 submodules ready · type a command or ask in natural language.
/gex · flagship engine

Dealer positioning,
decoded in real time.

The same gamma-exposure framework Tier-1 desks use — calculating GEX, DEX and VEX across 100,000+ strikes per market in real time, then surfacing gamma flips, max pain and call/put walls directly in Telegram.

GEX — Gamma Exposure
Σ Γ · OI · 100 · S · sign

Dollar gamma per 1% move. Identifies dealer hedging pressure at every strike.

DEX — Delta Exposure
Σ Δ · OI · 100 · sign

Net dollar delta dealers must hedge. Drives intraday buy/sell flow.

VEX — Vanna Exposure
Σ ∂Δ/∂σ · OI · 100

How dealer delta shifts with IV. Critical into earnings and vol events.

Gamma Flip / Max Pain
argmin |Σ GEX| · argmax pain

The zero-gamma level where dealer flow inverts, plus max-pain pinning strike.

BTC · GEX Profile
loading live OI…
+1.84B
net gamma
← put gamma (negative)call gamma (positive) →
5700575058005825585058755900592559505975
Gamma Flip
5,812
Max Pain
5,775
Call Wall
5,900
GEX · synthetic demo· 124,820 contracts · 0.82s

Schematic representation — live data may differ visually.

Monte Carlo VaR
Volatility Surface
vince · /vol_surface BTC · synthetic
loading live IVs…
Strike (K/S)ExpiryIV8091ATM1091201w3m7m9m12m24%18%IVATM
ATM Vol
21.9%
90%/110% Skew
+1.4%
Term Spread
2.7%
Fit R²
0.997

Schematic representation — live data may differ visually.

IV Skew Profile
vince · /iv_skew SPX · put vs call skew
DEMO
ATM 20.0% PUT SKEWCALL SKEW 10Δ25Δ50Δ/ATM75Δ90Δ12%16%20%24%28%
25Δ Put Skew
-8.5%
ATM IV
20.0%
25Δ Call Skew
+3.1%
RR 25Δ
11.6%
/greeks · pricing engine

Price options with 12 Greeks — live.

Black-Scholes-Merton pricing with full Greeks suite. Adjust the inputs and watch Delta, Gamma, Vega, Theta and Rho update in real time — the same engine Volatility Vince runs in Telegram.

vince · /greeks BTC · Black-Scholesloading…
$65,000.00
$65,000.00
0.083y · 30d
4.50%
45.0%
Intermediate values
d₁ = 0.0936d₂ = -0.0360N(d₁) = 0.5373

Black-Scholes-Merton · European exercise · continuous yield assumptions. Greeks reported per conventional unit (Vega/Rho per 1%, Theta/day).

Option Price · Call
$3,475.77per share
Intrinsic / Time
$0.00 / $3,475.77
ΔDelta
0.5373
∂V/∂S — spot sensitivity
ΓGamma
0.00005
∂²V/∂S² — delta's rate of change
νVega
74.3804
∂V/∂σ — per 1% vol move
ΘTheta
-59.1194
∂V/∂t — per-day decay
ρRho
26.1024
∂V/∂r — per 1% rate move
MMoneyness
0.00%
ATM
Payoff at expiry · P&L vs spot
profitloss
-$6076$3.3K$12.8K$22.2K$31.6K$32500$48750$65000$81250$97500KBE $68475.8S=$65000Spot price at expiryP&L per share

Schematic representation — live data may differ visually.

/strategy · options lab

Model 15+ options strategies. See the P&L.

Iron Condor, Butterfly, Straddle, Spreads and more — configure legs, visualize payoffs at expiry, and find breakevens in real time.

vince · /strategy iron_condor BTC · P&L at Expiry
loading…
$100.00
LONGPUT
Leg 1
SHORTPUT
Leg 2
SHORTCALL
Leg 3
LONGCALL
Leg 4
Strategy profile
Neutral · Profit when price stays between short strikes. Max profit = net credit.
P&L at Expiry · Iron Condor
LP $85.00ShP $90.00ShC $110.00LC $115.00combined
-$3-$1$1$2$4$43$69$95$121$147$173S=$100BE $87.0BE $113.0Underlying price at expiryP&L ($)
Max Profit
$3.00
Max Loss
-$2.00
Breakevens
$87.0, $113.0
Net Premium
+$3.00
credit
Risk / Reward
1 : 1.50

Schematic representation — live data may differ visually.

/corr_matrix · cross-asset

Cross-asset correlations,
decoded at a glance.

A 30-day rolling correlation matrix across 10 major instruments — instantly spot regime shifts, diversification breakdowns and hedge effectiveness. The same matrix Volatility Vince surfaces with a single /corr_matrix command in Telegram.

vince · /corr_matrix · 30D rolling correlations
LIVE
SPXNDXRUTVIXAAPLNVDATSLAMETAGLDTLTSPXNDXRUTVIXAAPLNVDATSLAMETAGLDTLT0.950.82-0.780.720.680.420.61-0.320.950.80-0.740.710.790.450.66-0.300.820.80-0.650.550.480.500.520.18-0.25-0.78-0.74-0.65-0.55-0.52-0.40-0.480.220.420.720.710.55-0.550.620.380.48-0.180.680.790.48-0.520.620.450.550.420.450.50-0.400.380.450.400.610.660.52-0.480.480.550.40-0.200.180.220.55-0.32-0.30-0.250.42-0.18-0.200.55CORRELATION-1.0-0.50.0+0.5+1.0pearson · log-return · 30 trading days
Avg Pairwise Corr
+0.194
Strongest Positive
SPX · NDX
+0.95
Strongest Negative
SPX · VIX
-0.78
Diversification
0.806/ 1.00

Schematic representation — live data may differ visually.

Regime detection

Spot when correlations spike — the early signature of regime shifts, stress contagion and risk-off convergence across asset classes.

Hedge effectiveness

Validate that your hedges are actually counter-correlated. A hedge that drifts positive isn't a hedge — it's doubling down.

Portfolio diversification

Track diversification decay in real time. When correlations rise, capital concentration rises with them — quietly.

/regime · market intelligence

Market regime detection,
in real time.

Hidden Markov Models classify market conditions into distinct regimes — bull, sideways, bear — with probabilistic state transitions. Volatility Vince runs HMM and GMM models across volatility, trend and correlation dimensions, surfacing the current state and most likely transitions with a single /regime command.

vince · /regime SPX · HMM 3-state
DEMO
570057505800585059005950T-60T-40T-20NowBull / Low Vol
Current Regime Probabilities
Bull
72%
Sideways
18%
Bear
10%
Transition Probability Matrix
Bull
Sideways
Bear
Bull
0.85
0.12
0.03
Sideways
0.15
0.70
0.15
Bear
0.05
0.20
0.75
Current Regime
Bull / Low Vol
Regime Duration
14 days
Most Likely Transition
Sideways (12%)
HMM Log-Likelihood
-847.3
State classification

HMM and GMM models decompose market conditions into distinct, probabilistically assigned regimes — bull, sideways, bear — across volatility, trend and correlation dimensions.

Transition probabilities

The model outputs a full transition matrix: the probability of moving from any state to any other state. This is how you know not just where you are, but where you're likely to go.

Real-time monitoring

Regime probabilities update with every new data bar. When a transition signal fires, Vince surfaces it instantly — no refresh required, no dashboard to check.

/architecture · 5-layer stack

Built like an institutional stack.

Five layers, from Telegram interface down to deep-learning models and Plotly visualization — all wired through a shared data and config layer that the rest of the Krupp Capital Trading Suite also uses.

Layer 5
Interface
Telegram + In-App Chat

Natural-language messages and 100+ slash commands. Also embedded inside Module 01 (Project Aura).

Telegram Bot APIMarkdownV2Inline keyboardsWebhooks
Layer 4
Analysis
18 Quant Submodules

~8,000 lines of institutional analytics — Greeks, exposure, vol surface, strategies, risk, regime, flow, futures, ML.

NumPy / SciPyQuantLibscikit-learnPyTorch
Layer 3
Data
Multi-Source Data Layer

Aggregated feeds from yfinance, Alpha Vantage, CBOE, the VKKM Aegis live engine and TradingView webhooks.

yfinanceAlpha VantageCBOEAegis LiveTradingView
Layer 2
Models
ML & Deep Learning Core

TimesFM 2.5 zero-shot forecasting, ColQwen2 vision-language retrieval, FINN neural pricing.

TimesFM 2.5ColQwen2FINNHestonSABR
Layer 1
Output
Visualization & Reports

Dark institutional Krupp Capital design via Plotly. Board-ready PDF, Excel and JSON exports.

PlotlyPDF genExcel/JSONBranding watermark
/performance · measured

Hedgefund latency, retail access.

<2s
Per-symbol analysis
50+ indicators
Real-time
GEX calculation
100K+ strikes
<5s
Tax report gen
10K+ transactions
<1s
Risk dashboard refresh
1000+ positions
>80%
Test coverage
Pytest
~50,000
Lines of code
across suite
/commands · 100+ slash commands

Scriptable research, one slash at a time.

Every analytics function is exposed as a deterministic slash command — ideal for power users who want repeatable, automatable workflows alongside natural-language chat.

Core
Navigation & onboarding
  • /startInitialize Volatility Vince
  • /helpFull command reference
  • /menuInteractive command menu
  • /statusEngine & data source status
  • /profileYour subscription & usage
Market
Quotes, charts & levels
  • /quoteReal-time quote with Greeks
  • /chartPlotly chart with indicators
  • /levelsKey support / resistance
  • /trendMulti-timeframe trend
  • /momentumMomentum & RSI regime
Options
Greeks, IV & exposure
  • /chainFull option chain w/ Greeks
  • /ivImplied volatility & rank
  • /iv_rank52-week IV rank & percentile
  • /surface3D volatility surface
  • /gexGEX / DEX / VEX profile
  • /oiOpen interest by strike
Futures
Term structure & COT
  • /futures_dashboardFull futures curve
  • /futures_levelsKey futures levels
  • /futures_orbOpening range breakout
Setups
Actionable trade ideas
  • /setup_bestTop ranked setups today
  • /setup_optionsOptions setups by regime
  • /setup_futuresFutures setups
Reports
Board-ready PDF exports
  • /report_premarket_usUS pre-market brief
  • /report_week_reviewWeekly review
  • /report_volatility_regimeVol regime report
Scans
Unusual activity & alerts
  • /scan_optionsUnusual options flow
  • /scan_0dte0DTE candidates
  • /alert_ivIV threshold alert
  • /alert_pricePrice alert
Risk
Position sizing & plans
  • /riskPortfolio VaR & CVaR
  • /rrRisk/reward calculator
  • /position_sizeKelly-aware sizing
  • /trade_planFull trade plan builder
vince@krupp-capital ~ session
vince@krupp:~$
/suite · modular by design

One module,
or the whole desk.

Volatility Vince is Module 03 of the Krupp Capital Trading Suite — a five-module quant finance stack. Already have your own software? Buy Vince standalone. Want the full institutional workflow? License all five modules together.

Every module sold individually

Traders who already have their own software and tooling can license just Volatility Vince — the chatbot for asking questions, generating charts and calculating GEX levels — without buying the rest of the suite.

Total modules
5
Suite LOC
~50K
01

Project Aura

Python · Production-Ready

IBKR Live Market Data Analysis & Quant Trading Platform

  • Live order book & execution analysis
  • AI market regime detection
  • Real-time Greeks, VaR, Drawdown
  • Low-latency signal generation
  • Multi-account portfolio aggregation
02

IMVM Pro

Pine Script · Production-Ready

Full Quantitative TradingView Indicator Tool Suite

  • Volatility regime classification
  • GEX/DEX institutional level tracking
  • Multi-timeframe aggregation
  • Real-time alerts & notifications
  • Backtesting framework integration
you are here
03

Volatility Vince

Python · Production-Ready

Institutional Trading Intelligence Telegram Bot

  • 18 analysis submodules (~8,000 LOC)
  • 100+ Telegram commands
  • GEX / DEX / VEX / Greeks / Vol surface
  • Monte Carlo VaR & regime detection
  • PDF / Excel / JSON board-ready reports
04

Tax Commander

Python · Production-Ready

IBKR Tax Automation for Private & GmbH Traders

  • IBKR statement parsing (CSV/PDF)
  • German §20 & §23 EStG compliance
  • Wash sale detection (30-day rule)
  • Tax-loss harvesting optimizer
  • FIFO cost basis + PDF Steuererklärung
05

Risk Engine

Python · Coming Soon

Advanced Portfolio Risk Management & Backtesting

  • Monte Carlo VaR & stress testing
  • Scenario analysis & sensitivity
  • Portfolio optimization & rebalancing
  • Walk-forward backtesting
  • Factor risk decomposition
Request the full suite
maxkrupp@gmail.com
/pricing · individual or bundle

License Vince alone, or the whole desk.

Every module of the Krupp Capital Trading Suite is sold individually. Start with just the chatbot, upgrade to a multi-seat desk license, or license all five modules on a single invoice.

Most flexible
Standalone · Vince Solo

Just the chatbot. Bring your own stack.

49/mo
Get Vince Solo
  • Volatility Vince Telegram bot
  • 100+ research commands
  • GEX / DEX / VEX exposure
  • Black-Scholes & 12 Greeks
  • 50+ technical indicators
  • PDF / Excel / JSON export
  • Community support
Most Popular
Pro Trader

For active retail quants & small desks.

149/mo
Start Pro Trader
  • Everything in Vince Solo
  • SABR / SVI / Heston vol surfaces
  • Monte Carlo VaR (1M paths)
  • HMM / GMM regime detection
  • 15+ options strategy builder
  • TimesFM 2.5 forecasting
  • Priority Telegram support
  • Custom alert rules
Institutional
Desk / Prop Firm

Multi-seat, white-label, on-prem.

499/mo
Talk to Sales
  • Everything in Pro Trader
  • Up to 10 trader seats
  • VKKM Aegis risk engine
  • FINN deep-learning pricing
  • ColQwen2 document retrieval
  • White-label branding
  • On-premise deployment
  • SLA & dedicated engineer
Bundle
Full Suite License

All 5 Krupp Capital modules.

999/mo
Get the Full Suite
  • Volatility Vince (Module 03)
  • Project Aura — IBKR platform
  • IMVM Pro — TradingView suite
  • Tax Commander — IBKR tax auto
  • Risk Engine — portfolio risk
  • Shared data & config layer
  • Single invoice, unified support

All tiers include the standalone Volatility Vince Telegram bot. Pro Trader and above add vol surfaces, Monte Carlo VaR, regime detection and forecasting. Desk / Prop Firm unlocks white-label, on-prem and the full ML stack. Prices in EUR, ex. VAT.

/faq · answered

Questions, decoded.

now accepting early access

Deploy a hedgefund research desk
in your Telegram today.

Get Volatility Vince standalone or as part of the Krupp Capital Trading Suite. Production-ready, German-engineered, hedgefund-grade — for retail traders who refuse to be gatekept.

direct channels
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Volatility Vinceby Krupp Capital

Institutional Quant Intelligence Telegram Chatbot — Module 03 of the Krupp Capital Trading Suite. Hedgefund-grade analysis for retail traders.

Production-ReadyPython·Telegram Bot API
Contact
© 2026 Krupp Capital · Volatility Vince · MIT License
crafted by Krupp Capitalall systems operational

DISCLAIMER — Volatility Vince and the Krupp Capital Trading Suite are analytical software tools, not investment advice. All outputs are for research and educational purposes. Markets carry risk; past performance does not guarantee future results. Always do your own due diligence.