TrendStellar
Ensemble AI Analysis

Consensus Market Intelligence

Four frontier AI models analyze markets in parallel—macro, quant, sentiment, and fringe signals—synthesized into unified, high-conviction intelligence delivered daily, plus a Sunday Week Ahead briefing.

4
AI Models
3
Sessions/Week
4
Horizons Tracked
Pre-Market Signal · 7:30 AM ET
Consensus · S&P 500
Bullish
BearishBullish
76%
Confidence
3 of 4
Agreement
Strong
Signal
M
Macro Strategist
Fed Policy, Yields, Geopolitics
Bullish
Q
Quant Analyst
Systematic Signals, Cross-Asset Momentum
Bullish
S
Sentiment Analyst
Social Media, Positioning, Narrative
Bearish
F
Fringe Analyst
Unconventional Theories, Hidden Signals
Bullish
Capabilities

AI-Powered Analysis

Specialized models analyze markets from every angle—including the unconventional—converging into a unified investment thesis.

Proprietary Data Pipeline

Multi-source market data aggregated in real time—equities, volatility, fixed income, commodities, macro indicators, and sector flows. Every model receives a comprehensive snapshot before analysis begins.

Market Snapshot Live
SPY
587.42
▲ 1.24%
VIX
14.82
▼ 3.2%
10Y Yield
4.28%
▲ 0.05
Gold
2,847
▲ 2.1%
DXY
106.4
▼ 0.3%
Breadth
68%
Healthy
Silver
32.14
▲ 1.8%
Crude Oil
78.62
▲ 0.9%
Sectors
XLK ↑
Leading
Ingest
Normalize
Validate
Snapshot
Distribute to Models
Yahoo Finance FRED CBOE Analyst Coverage

Self-Improving Accuracy Loop

Every prediction is scored against real outcomes. Model track records feed back into future analysis—the system learns from its own history.

Predict
4 models make independent directional calls with confidence scores
Evaluate
Auto-scored at 1d, 1w, 2w, and 1m against actual SPY/VIX outcomes
Rank
Per-model leaderboard: accuracy, calibration, bias, and streak tracking
Feed Back
Each model receives its own track record in the next analysis—learns from mistakes
↻ Continuous improvement loop

Fringe Theory Analysis

Our Fringe Analyst surfaces wild theories gaining traction on X and Reddit—then stress-tests them against real market data for hidden alpha.

Sovereign wealth funds rotating from US treasuries into gold ahead of March FOMC
↑ 340+ mentions
Retail traders front-running tariff reversal based on leaked trade negotiation signals
↑ 210+ mentions
Shadow liquidity injection via reverse repo drawdown fueling equity rally
↑ 180+ mentions
Theories tested against live market data & geopolitical context

Synthesis Layer

Our Chief Strategist AI reconciles all views—including fringe signals—into a directional thesis with scenario planning.

Chief Strategist Feb 14, 2026 · Pre-Market
Moderately Bullish 75% confidence

Risk appetite improving as Fed pivot narrative gains traction. Fringe signals on sovereign gold rotation warrant monitoring as a potential hedge trigger. Maintain long bias with tactical caution below key support.

Bull Case (40%)
CPI print below expectation catalyzes breakout above 5920 resistance
Bear Case (25%)
Tariff escalation + hot jobs data trigger 3-5% correction to 5650
Fed Policy Gold Rotation Tariff Risk CPI Data
Methodology

From Data to Decision

A fully automated pipeline—pre-market at 7:30 AM ET, post-market at 5:00 PM ET, and Week Ahead on Sundays at 7:00 PM ET.

01

Data Aggregation

Real-time feeds from Yahoo Finance, VIX, FRED, market breadth, and sector performance.

02

Parallel Analysis

Four frontier AI models analyze simultaneously from specialized perspectives with live web search.

03

Chief Strategist Synthesis

A dedicated Chief Strategist AI reconciles all views into a unified thesis with scenarios.

04

Dashboard Delivery

Live HTML dashboard auto-generated from analysis, served via API with 5+ dedicated analyst tabs.

Why TrendStellar

Built for Serious Market Participants

Everything institutional investors need from an AI research tool—nothing they don't.

No Single Point of Failure

Four independent AI models reduce bias and blind spots. When models disagree, you see the divergence. When they agree, you see conviction. No black-box score—full reasoning from every analyst.

Transparent Track Record

Every prediction is logged with timestamp, direction, and confidence. Accuracy is automatically evaluated at 1-day, 1-week, 2-week, and 1-month horizons. Per-model leaderboards show which analysts perform best—and that data feeds back into future analysis.

Fringe Signal Detection

Mainstream consensus misses early signals. Our Fringe Analyst surfaces unconventional theories gaining traction on X and Reddit, then stress-tests them against live market data. Early warnings that traditional research desks don't see.

Pricing

Institutional Pricing

3-day free trial on all plans. No credit card required to start.

Analyst
$49/mo
For individual traders
  • Post-market daily signals
  • 4-model consensus
  • Synthesis + all core reports
  • Fringe theory analysis
  • Dashboard access
Get Started
Popular
Strategist
$149/mo
For portfolio managers & research desks
  • Pre & post-market signals
  • Week Ahead briefing
  • Stock picks & economic data
  • All session types
  • Full track record & leaderboard
Get Started
Institutional
$499/mo
For funds & family offices
  • Everything in Strategist
  • API access
  • Historical analysis archive
  • Priority report generation
  • Dedicated support
  • Multi-seat licenses
Get Started
FAQ

Questions

Four frontier AI models analyze markets independently from specialized perspectives: macro and Fed policy, quantitative signals, social media sentiment, and fringe theory detection. A fifth AI acts as Chief Strategist, synthesizing all views into a unified thesis.

Our Fringe Analyst searches X and Reddit for unconventional theories gaining traction among traders, then stress-tests them against live market and geopolitical data. Mainstream consensus often misses early signals—like pre-tariff worries in 2024 that were dismissed until it was too late.

Three scheduled sessions: a pre-market report at 7:30 AM ET, a post-market report at 5:00 PM ET, and a Sunday Week Ahead briefing at 7:00 PM ET after futures open. Each run produces a full synthesis with all four analyst perspectives and a live HTML dashboard.

Every prediction is logged with timestamp and SPY price. We automatically evaluate accuracy at 1-day, 1-week, 2-week, and 1-month intervals, creating a transparent, auditable track record with per-model leaderboards.

No. TrendStellar is a research tool, not a registered investment advisor. Always consult qualified financial professionals before making investment decisions.

Ready for Consensus Intelligence?

Join institutional investors using TrendStellar for pre-market edge.