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Where data meets conviction

Siddhantha's proprietary T20 system analyses thousands of equities daily across major indices — surfacing the highest-conviction opportunities through advanced machine learning.

"Guiding principles to protect principal"

Siddhantha
"The stock market is a device for transferring money from the impatient to the patient."
Warren Buffett

Three pillars of our approach

Combining analytical depth with practical execution to protect and grow capital

T20

Analysing Trends

Our models analyse daily market data using advanced machine learning to identify patterns invisible to conventional analysis.

Growing Capital

By surfacing the top 20 stocks most likely to achieve target returns, we allocate capital where probability and conviction intersect.

+247%
-8.2% DD Protected

Managing Risk

Comprehensive risk analysis and drawdown monitoring provide a multi-layered risk lens — protecting principal is paramount.

Data-driven precision

Our machine learning models process thousands of data points daily, learning from years of market behaviour to identify equities most likely to outperform.

3
Market Universes
ML
Powered Models
T20
Top Picks Daily

Model confidence distribution

T20 buy-signal probability scores — last 90 days
0 25% 50% 75% Peak: 72% 0.1 0.3 0.5 0.7 0.9 Confidence Score μ = 0.54 σ = 0.18 n = 1,847

Weekly prediction volume

T20 picks generated per week — 12 week rolling
0 20 40 60 80 W1 W3 W5 W7 W9 W11 Buy signals Sell signals Trend

The market in numbers

Key facts that drive our analytical approach

~4,000
Stocks screened daily across all universes
10.5%
Average annual S&P 500 return since 1926
252
Trading days per year our models analyse
87%
Of active managers underperform over 15 years

Market Pulse

A snapshot of what our models track across major indices every day

Candlestick ActivityBullish

RUSSELL 2000
~2,000 Stocks
Small-cap universe
S&P 500
500 Stocks
Large-cap universe
S&P 600
600 Stocks
Small-cap universe
Illustrative
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NVDA
+2.41%
MSFT
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AMZN
+0.78%
TSLA
-1.23%
META
+0.95%
GOOGL
+0.66%
About Siddhantha

Where Sanskrit Wisdom Meets Modern Finance

Our name derives from the Sanskrit word for "established truth" or "guiding principle" — a fitting foundation for our mission of helping investors navigate markets with clarity and conviction.

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What Sets Us Apart

Machine Learning

We harness advanced machine learning to screen thousands of equities every trading day — surfacing the highest-conviction opportunities with measurable, data-driven edge.

Our Technology

Our proprietary models analyse market data across Russell 2000, S&P 500, and S&P 600 universes — screening approximately 4,000 stocks every trading day to generate daily and weekly predictions.

Why Siddhantha

The vast majority of active fund managers underperform their benchmark over the long term. We believe that with the right tools and data-driven insights, individual investors can compete on a level playing field with the largest institutions.

Our Journey

❶

Foundation

Siddhantha LTD established with a vision to democratise quantitative analysis for individual investors.

❷

Model Launch

First-generation T20 prediction model deployed, covering Russell 2000 with daily stock picks.

❸

Multi-Universe

Expanded coverage to S&P 500 and S&P 600. Introduced Weekly predictions and TickerWatch scanner.

❹

Next Generation

Enhanced models with expanded market analysis capabilities, deeper pattern recognition, and broader signal coverage.

4K+
Stocks screened daily across all market universes
3
Market universes analysed: R2K, S&P 500, S&P 600
20
Top picks surfaced daily by model confidence
2
Prediction horizons: Daily and Weekly

Built With

Machine Learning
Python
AWS Lambda
Amazon S3
MySQL RDS
Real Time Data
API Gateway
Data Analytics

Model signal analysis

MomentumVol RatioRSI 14Pattern ScoreRisk SignalBB WidthTrend Score

Universe coverage growth

202320242025

Ready to Explore?

Access the T20 Platform and see what data-driven stock intelligence looks like.

Our People

The Team Behind Siddhantha

Engineering precision meets financial acumen. Our team brings deep expertise in quantitative finance, machine learning, and software architecture.

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Our Values

Transparency

Every prediction comes with confidence scores, performance stats, and realised returns. We show our work — no black boxes, no hidden agendas.

Rigour

Rigorous validation, extensive backtesting, and methodical testing before every deployment. We don't ship anything we can't verify — quality and accuracy come first.

Conviction

Guiding principles to protect principal. We believe capital preservation is the foundation of wealth creation. Our models are designed to find edge, not generate noise.

Siddhantha LTD

Founded with a singular vision: to democratise access to sophisticated quantitative analysis that was once the exclusive domain of institutional investors.

We believe that with the right tools and insights, individual investors can compete on a level playing field with the largest institutions in the world.

UK
Headquartered
2025
Established
LTD
Incorporated

Platform Features

Daily Predictions
Weekly Predictions
TickerWatch Scanner

Coverage

Russell 2000
S&P 500
S&P 600
CONSULTING SERVICES

Enterprise SAP Solutions

Over 18 years of SAP consulting expertise rolling out ERP systems across the globe in various industries. We are here to help you get a ROI on your investment.

Our Approach

Comprehensive consulting including gap analysis, project planning with timelines and milestones, cost analysis, and a suite of tools to get you there smoothly.

Our Experience

18 years of SAP implementation experience to empower your teams. Expertise in SAP Finance, Controlling, Logistics, MM, SD, and Data Migration.

Why Us?

We're selective with our clients because everyone deserves proper time and guidance. We didn't get here alone — and neither will you.

SAP Modules

SAP Finance SAP Controlling SAP Logistics SAP MM SAP SD SAP Data Migration

Trusted By

Implementations & Rollouts

Infosys
Xerox
TNT
Mercedes
Accord
D&A
Axon
CGI
BAT
Coty
KPMG
Fyffes
Nomad Foods
Capita
Allied Bakeries
AstraZeneca
Wipro
Boots
Keytree

Need SAP Consulting?

Get in touch to discuss your ERP requirements and how we can help.

Contact Us
TRADING SERVICES

Stock Intelligence Platform

Our proprietary T20 platform analyses thousands of equities daily — surfacing high-conviction opportunities through advanced machine learning.

Model Signal Activity

● Buy Signals● Sell Signals● MA Trend

T20 Daily

Top 20 daily stock predictions ranked by model confidence across Russell 2000, S&P 500, and S&P 600.

T20 Weekly

Weekly prediction horizon with comprehensive performance statistics and gain analysis.

TickerWatch Scanner

Screen stocks that exceeded a return threshold on any given trading day across all universes.

Universe Coverage

Russell 2000
~2,000 small-cap stocks
S&P 500
500 large-cap stocks
S&P 600
600 small-cap stocks
Access T20 Platform →

Sign in required. Available to authorised members.

INSIGHTS & RESOURCES

Market Intelligence Hub

Curated tools, research platforms, and market resources we use and recommend.

Trading — Week Ahead

Essential resources for planning your trading week

Week Ahead - Sharecast Week Ahead - IG Economic Calendar - FX Street Economic Calendar - Daily FX Charts Today - Updata's David Linton Dividend Calendar - Nasdaq World Indices - Daily/YTD/Year USA: SecForm4 - Insider Buying/Selling
RESEARCH & ANALYSIS

Tools We Recommend

Platforms we use for fundamental and technical research

Simply Wall St
Simply Wall St
Visual stock analysis
 App Economy Insights
App Economy
Tech & app analysis
 Webull
Webull
Advanced charting
 Benzinga
Benzinga
News & market data
 Finviz
Finviz
Screener & heat maps
 Insider Monkey
Insider Monkey
Hedge fund tracking
 Insider Trades
Insider Trades
Transaction data
 Investing.com
Investing.com
Earnings forecasts
 IBD
IBD
Investor's Business Daily
 MarketBeat
MarketBeat
Analyst ratings
 TipRanks
TipRanks
Analyst consensus
 Seeking Alpha
Seeking Alpha
Crowd-sourced analysis

More Resources

BioPharm Catalyst
BioPharm Catalyst
Biotech FDA calendar
 Motley Fool
Motley Fool
Stock picks
 Zacks
Zacks
Earnings estimates
 MSN Money
MSN Money
Expert portfolios

Personal Finance

Snoop
Snoop
Money management
 Moneyhub
Moneyhub
Financial overview
 Xero
Xero
Accounting
TRADING PLATFORMS

Where We Trade

IBKRInteractive Brokers IGIG Trading 212Trading 212 HLHargreaves Lansdown iiInteractive Investor

T20 Platform

Select a tool to begin your session

Predictions

T20 Daily

Top 20 daily stock predictions ranked by model confidence across Russell 2000, S&P 500, and S&P 600.

Open tool

T20 Weekly

Weekly prediction horizon with performance statistics, gain analysis and dual buy/sell ML signals.

Open tool
Tools
NEW

Price Action

Screen every stock in your universe for any trading day — filter by return threshold, direction and universe.

Open tool

Portfolio

Track your watchlist stocks across S&P 500, S&P 600 and Russell 2000 universes in one place.

Open tool

Market News

Trending financial headlines and market stories filtered by tickers in your portfolio and watchlist.

Open tool
Account

My Account

Manage your subscription, view usage statistics and login history for your Siddhantha account.

Open

Support

Create a support ticket, track existing requests and get help from the Siddhantha team.

Open

Blog & Articles

Insights on quantitative strategies, market analysis, and model performance

🧠
Strategy

Why We Focus on Russell 2000 for Alpha Generation

Small-cap stocks offer unique mispricing opportunities that large-cap models often overlook. Here's our rationale.

Mar 15, 20266 min
📰
News

T20 Weekly Model — March 2026 Performance Summary

Our weekly prediction model continued strong performance in March with notable wins in the S&P 600 universe.

Mar 10, 20264 min
🔬
Analysis

Feature Engineering: The 87 Columns That Power Our Model

An overview of the technical indicators, price patterns, and correlation features used in our ML pipeline.

Mar 5, 202610 min
📊
Strategy

Dual Signal Trading: Combining Buy and Sell Predictions

How we use separate BUY and SELL models together to reduce false positives and improve entry timing.

Feb 28, 20267 min
🌐
News

Siddhantha Platform — New Dashboard Features Launching Soon

Portfolio tracking, news integration, and account management are coming to the T20 platform in Q2 2026.

Feb 22, 20263 min
⚡
Analysis

Backtest Results: T20 Daily V2 vs V1 Comparison

We compare our latest model generation against V1 across all three universes with detailed metrics and gain analysis.

Feb 18, 20269 min

Simple, Transparent Pricing

Start free. Upgrade when you need more. No hidden fees, no lock-in.

Free
$0/mo
Forever free
  • T20 Daily (limited)
  • Russell 2000 universe
  • 5 portfolio stocks
  • T20 Weekly predictions
  • All three universes
  • TickerWatch
  • CSV export
Pro
$49/mo
Billed monthly · Cancel anytime
  • T20 Daily — all universes
  • T20 Weekly predictions
  • TickerWatch scanner
  • Unlimited portfolio stocks
  • CSV export
  • OHLCV statistics
  • API access
Enterprise
$199/mo
Up to 10 seats · Priority support
  • Everything in Pro
  • REST API access
  • Up to 10 team seats
  • Priority support
  • Custom model access
  • Dedicated onboarding
  • SLA guarantee

Frequently Asked Questions

How accurate are the T20 predictions?

Our V2 model achieves a BUY AUC of 0.811 and SELL AUC of 0.809 on historical data. Past performance does not guarantee future results.

Can I cancel my subscription anytime?

Yes. Cancel at any time from your account settings. You retain access until the end of your current billing period.

What universes are covered?

We cover Russell 2000, S&P 500, and S&P 600 — over 3,200 stocks in total — with daily and weekly prediction horizons.

Is this financial advice?

No. Siddhantha provides quantitative research tools, not financial advice. Always conduct your own due diligence before making investment decisions.

Get in Touch

Questions about the platform, partnership inquiries, or enterprise pricing — we're here.

Let's talk

Whether you're a quantitative researcher, fund manager, or individual investor — we'd love to hear from you.

📧

Email

siddhantha.group@gmail.com

📍

Location

United Kingdom & United States

⏰

Response Time

Typically within 24 hours

💼

Enterprise

For team plans & API access

Send a Message

✅

Message Sent!

Thanks for reaching out. We'll get back to you within 24 hours.

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T20 Daily
DB
API

T20 Daily

Top 20 daily stock predictions ranked by model confidence

T20 Weekly

Weekly prediction horizon

Price Action

Scan every stock in your universe — filter by return, direction and universe

My Portfolio

Track stocks from S&P 500, S&P 600 and Russell 2000

📂

Your portfolio is empty

Search for a stock above and click + Add to start tracking.

Market News

Trending stories across your watchlist and the broader market

📊
Reuters
NVIDIA Reports Record Q4 Earnings, Beats Estimates by Wide Margin
Chipmaker posts $22.1B in quarterly revenue driven by data center demand. Guidance for Q1 also exceeds Wall Street expectations.
2 hours ago3 min read
NVDASMH
🏦
Bloomberg
Fed Signals Cautious Approach to Rate Cuts Amid Sticky Inflation
Fed minutes show policymakers are in no rush to cut rates, citing persistent services inflation and a resilient labour market.
4 hours ago5 min read
SPYTLTGLD
⬆️
Barclays
Analyst Upgrades AAPL to Overweight, Raises PT to $240
Barclays cites AI integration in the next iPhone cycle as a key catalyst, boosting their 12-month price target significantly.
5 hours ago2 min read
AAPL
💻
WSJ
Microsoft Azure Cloud Revenue Accelerates, Driven by AI Workloads
Azure grew 31% YoY in the latest quarter, surpassing expectations as enterprise AI adoption continues to accelerate across verticals.
6 hours ago4 min read
MSFTAMZNGOOGL
📈
CNBC
Small-Cap Stocks Outperform as Rates Expectations Shift
Russell 2000 jumped 2.3% on Thursday as investors rotated into rate-sensitive small caps following softer-than-expected CPI data.
8 hours ago3 min read
IWMR2K
⚡
FT
Oil Prices Slide on OPEC+ Output Increase Speculation
Crude fell over 3% after reports that OPEC+ members are considering increasing production quotas in the second half of 2026.
10 hours ago3 min read
XOMCVXUSO

My Account

Subscription details, usage stats and account management

Subscription

Status
✓ Active
Renewal
Apr 27, 2026
Amount
$49 / month

Login History

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