Avoria Avoria Market Direction, Quantified
Price: $--,--- --.--%
F&G: --
Live

🎯 Signal & Setup

What the model expects next (actionable outcomes for this timeframe)

Signal · BTC · 24H
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Patterns: --
Price @ Signal
$--,---
Live Price
$--,---
24h Change
--.--%
Issued
--:-- UTC
Expected Move
+0.0% in next 24 hours
Target Price
$--,---
+--% upside
Stop Loss
$--,---
--% risk
Probability Distribution
--% Up --% Flat --% Down

📈 Price & Forecast

Showing last 24 hours (15m candles) → 5 hour forecast

Period Range
▲ $--,--- | ▼ $--,---
Range
Interval
Loading chart…
Bullish Candle
Bearish Candle
Target Price
Stop Loss
Model Metrics
Confidence
--%
--
Edge
+--%
vs random
Hit Rate
--%
-- predictions
TF Alignment
--
--
Score
+0
-- indicators

🧩 Pattern Lens

Pattern detection by timeframe with clear trigger → target → invalidation.

Updated: --
Source: --
Decision on --
HOLD Model +0 • Patterns -- • —
—
—
—
Trigger
$--
--% away
Target
$--
R:R --
Invalidation
$--
Hist WR --
Pinned setup
None pinned
Click a pattern chip (right) to pin its trigger/target/stop.
Pattern bias
--
--
Setups shown
--
--

📌 Pattern Chart

Click a timeframe (below), then choose a pattern chip to visualize the detection on-chart.

Pinned view
Click a pattern to visualize
Shows detected geometry + trigger/target/stop on the selected timeframe.
Pick a setup
Chip = pin + visualize
TF: --
Window: --
Candles: --
Multi-timeframe radar
Different timeframe ≠ same setup. Click a card to switch the Pattern Lens.
Tip: Use 1W/36H for trend, 24H/4H for setup, 1H for timing.
All detected patterns • -- —
Open to audit every setup (keeps the focus on the decision + chart above).
›
Click a row to pin & draw it on the chart
Sorted by actionability (freshness + stage + confidence)
Loading patterns…
How to read stages (and how we avoid lookahead bias)

FORMING: Geometry is present, but breakout isn’t imminent. Treat this as a watchlist item.

NEAR_BREAKOUT: Price is close to the trigger level. This is the best stage for alerts (pending confirmation).

CONFIRMED: Breakout happened. Treat trigger as support/resistance flip, and focus on target/stop execution.

Pivots use ZigZag-style confirmation (a pivot “exists” only after reversal threshold), which reduces lookahead bias.

Trade plan (details) ›
—
Timeline & validation (time-based) ›
—
Score impact & alignment (ties to BUY/SELL) ›
—
Analytics
Stage mix + bull/bear confluence (supporting context).
›
Stage Distribution
Confluence Score

🔍 Why This Prediction

Indicator contributions to signal
Bulls vs Bears
Loading factors…
NEUTRAL 0 pts
Decision in 3s: bias + urgency
Bears: 0 Bulls: 0
Bearish Factors
0
Bullish Factors
0
Show raw factors 













Market Context





Market Regime
--








Whale Bias
--








CDRI (Risk)
--








Nearest Long Liq
--%








Nearest Short Liq
+%
















📊 Prediction Performance


Historical track record









Performance by Timeframe






TF
Hit Rate
Avg Return
Target Hit
# Trades





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Rolling Win Rate (7-day)


















Strong Signals






Last fetch: --











Win Rate


--






Record


--






Actual Edge


--


vs random






Total P&L


--






Target Hits


--






Avg Strength


--











1H



--
W/L

-- edge








24H



--
W/L

-- edge








36H



--
W/L

-- edge








1W



--
W/L

-- edge














Time
Signal
Entry
Target
Stop
Exit
P&L
Result





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🚀 ML Development Progress

            

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What This Shows

                    

                        Tracks which asset/timeframe pairs are ready for live trading. Target: 55% win rate, 1000+ samples, positive PnL.
                    

                    

                        Launch Date: April 1, 2026 (traders use this tool after 3 months of quality wins)
                    

                

            

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Updated just now

    


    
    

        

            Development Timeline
            -- days until launch
        

        

            

        

        

            Started: Oct 1, 2025
            Target: Apr 1, 2026
        

    


    
    

        
        

            

                ✅ PRODUCTION READY
            

            
0

            
55%+ win rate, profitable

        


        
        

            

                🟡 IN DEVELOPMENT
            

            
0

            
40-55% win rate, improving

        


        
        

            

                🔴 NEEDS WORK
            

            
0

            
<40% win rate, requires fixes

        


        
        

            

                📊 OVERALL
            

            
0%

            
Pairs ready for traders

        

    


    
    

        
        

        
        

            

                🟡 In Development
                (making progress)
            

            

                
Loading development pairs...

            

        


        
        

            

                🔴 Needs Major Work
                (requires model retraining)
            

            

                
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            💡
            

                
Development Focus

                

                    
• Focus on pairs closest to 55% target (BTC/ETH 1h, 4h)

                    
• Analyze feature importance to identify what helps vs hurts

                    
• Remove bad features and retrain models weekly

                    
• Target: At least 1-2 pairs production-ready by April 1st

                

            

        

    







    

        

            
🧠 Trading Intelligence

            

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How It Works

                    

                        Analyzes winning trades to find patterns. Scores current signals against those patterns to estimate probability.
                    

                    

                        Goal: Help you focus on signals most likely to succeed based on historical data.
                    

                

            

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Current Signal

                
--

            

            
            

                
--

                

                    

                        --
                        --
                        --
                    

                    
--

                

            


            

                

                    
Entry

                    
--

                

                

                    
Target

                    
--

                    
--

                

                

                    
Stop

                    
--

                    
--

                

            

        


        
        

            

                Signal Quality
                

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Signal Quality Score

                        

                            Compares current signal to patterns from winning trades. More matches = better historical odds.
                        

                        

                            Higher scores indicate stronger alignment with winning patterns.
                        

                    

                

            

            
            

                

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Recommendation

            
            

                
📊

                
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                Loading recommendation...
            

        

    


    
    

        

            
📊 Winning Profile

            

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What Wins Look Like

                    

                        Statistical breakdown of conditions present in winning trades. Use this to evaluate new signals.
                    

                

            

            Based on -- wins
        


        

            

                
Best Timeframe

                
--

                
--

            

            

                
Best Confidence

                
--

                
--

            

            

                
Best Direction

                
--

                
--

            

            

                
Best R:R

                
--

                
--

            

            

                
Baseline WR

                
--

                
All signals

            

            

                
Filtered WR

                
--

                
4+ factors

            

        


        

            

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                    Key Insight: Loading analysis...
                

            

        

    


    
    

        

            

                
🏆 Recent Winning Trades

                

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Learn From Winners

                        

                            Study these successful trades to understand what conditions lead to wins.
                        

                        

                            Pro Tip: Compare current signals to these winners.
                        

                    

                

                -- wins
            

            

                
            

        


        

            

                
                    

                        Date
                        Asset
                        TF
                        Direction
                        Entry
                        Exit
                        P&L
                        Confidence
                        
                            

                                Factors
                                ?
                                

                                    
Factor Match

                                    

                                        How many winning profile factors this trade matched.
                                    

                                

                            

                        		
                        
                    

                
                
                    
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🔔 Alert History

                

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Filtered Signal Tracking

                        

                            Signals that matched 4+ winning profile factors. Track outcomes to validate the strategy.
                        

                    

                

            

            

                
            

        


        

            
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Alerts (7d)

                    
--

                

                

                    
Alert Win Rate

                    
--

                

                

                    
Avg P&L (wins)

                    
--

                

                

                    
Avg P&L (losses)

                    
--

                

            

        

    









🎯 Top Opportunities Now


Ranked by expected edge








Asset
TF
Signal
Alert
Pred Move

Confidence







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