Lum1nand AI Stock & Crypto Quant Prediction

BTC/USDTSTRONG_BUY

Bitcoin

$94,820.50+3.42%

Confidence89.4%

ETH/USDTBUY

Ethereum

$3,410.20+2.15%

Confidence82.1%

SOL/USDTSTRONG_BUY

Solana

$198.75+5.68%

Confidence92.8%

BNB/USDTBUY

BNB

$642.30+1.84%

Confidence79.5%

SUI/USDTSTRONG_BUY

Sui Network

$3.420+8.92%

Confidence91.2%

XRP/USDTBUY

XRP

$1.850+4.12%

Confidence83%

ADA/USDTNEUTRAL

Cardano

$0.985+2.45%

Confidence68.2%

AVAX/USDTNEUTRAL

Avalanche

$34.60-0.84%

Confidence64.5%

NEAR/USDTBUY

NEAR Protocol

$6.780+3.8%

Confidence81.4%

RENDER/USDTSTRONG_BUY

Render Network

$7.850+6.72%

Confidence90.6%

FET/USDTSTRONG_BUY

Artificial Superintelligence

$1.620+7.4%

Confidence88.9%

LINK/USDTBUY

Chainlink

$18.40+3.12%

Confidence84.7%

UNI/USDTNEUTRAL

Uniswap

$11.25-1.2%

Confidence66%

DOGE/USDTBUY

Dogecoin

$0.384+4.88%

Confidence82.5%

PEPE/USDTSTRONG_BUY

Pepe

$0.0000214+9.35%

Confidence89.8%

Memuat Chart TradingView & Proyeksi AI...

Portofolio Simulasi Paper Trading

Data Realtime Live

Evaluasi akurasi prediksi model AI tanpa resiko dana riil

Saldo Virtual$10,000.00 USDT

Total Equity (Live)$10,000.00

Akurasi Prediksi AI

0.0%

Belum ada posisi trading yang aktif.

Pasang order BUY atau SELL secara simulasi untuk memvalidasi akurasi prediksi model AI Chronos-Bolt secara langsung.

Menginisialisasi Engine 3D Three.js Pipeline...

Open-Source AI Model Engine

Pilih model AI open-source yang digunakan untuk menghitung prediksi

4 Model Tersedia

Amazon Chronos-Bolt

Acc: 88.6%

Time-Series Transformer (Zero-Shot)

Pre-trained foundation model for probabilistic forecasting. Ideal for multi-step price projection and confidence cone analysis.

PretrainedZero-ShotProbabilisticAmazon Science

FreqAI (LightGBM / CatBoost)

Acc: 84.2%

Adaptive Machine Learning

Continuously retraining ML ensemble specialized for cryptocurrency market regime detection and high-frequency trend reversal.

ReinforcementAdaptiveOpen-Source #1Freqtrade

FinBERT / CryptoBERT NLP

Acc: 81.9%

Sentiment Analysis LLM

Transformer NLP model fine-tuned on financial news, Twitter/X crypto discourse, and on-chain whale alert transcripts.

NLPSentiment RadarHugging Face

Microsoft Qlib (Alpha158)

Acc: 83.4%

Quantitative Deep Learning

AI-oriented quant platform using deep graph attention networks to evaluate alpha signals across hundreds of indicators.

Quant SOTAMicrosoft Research

Pengaturan Filter & Ambang Batas Prediksi

Ambang Batas Minimum Confidence80%

Hanya keluarkan sinyal beli/jual jika probabilitas AI di atas ambang ini.

Jangka Waktu Proyeksi (Horizon)12 Jam ke Depan

Panjang rentang waktu model memproyeksikan kerucut harga di TradingView.

L2 Order Book Depth (BTC/USDT)

Bid Pressure: 58%

Harga (USDT)UkuranKumulatif

Spread Pasar: 0.01%$94,820.50

FinBERT News & Sentiment Radar

HuggingFace NLP

Crypto Fear & Greed Index84 • BULLISH GREED

Deteksi Sentimen Berita (BTC/USDT):

Institutional Inflow & Volume AccumulationBULLISH (0.94)

Model memvalidasi korelasi likuiditas institusional dengan kenaikan probabilitas breakout.

Funding Rate Binance Stabil di Kisaran NormalSEHAT (0.81)

Tidak ada risiko long/short squeeze dalam rentang horizon 12 jam mendatang.

Sinyal Rekomendasi AI Real-Time

Trigger posisi otomatis berdasarkan probabilitas model terbuka

BUYBTC/USDT

Confidence:87%

Alasan Model (Amazon Chronos-Bolt): Breakout above 4h dynamic resistance with strong volume convergence & zero-shot probability > 85%

Harga Entry$92,400.00

Target Profit (TP)$96,500.00

Stop Loss (SL)$91,100.00

Risk/Reward Ratio: 1 : 3.2

STRONG_BUYBTC/USDT

Confidence:91%

Alasan Model (FreqAI (LightGBM)): Adaptive ML cluster confirmed liquidity sweep + positive FinBERT sentiment score (0.88)

Harga Entry$94,200.00

Target Profit (TP)$97,800.00

Stop Loss (SL)$92,900.00

Risk/Reward Ratio: 1 : 2.8

Metrik Kinerja & Backtesting AI

Hasil pengujian data historis model open-source 6 bulan terakhir

Uji: VectorBT + PyTest

Win Rate Historis (Backtest)84.6%

Diuji pada 1,420 sinyal candle 1h

Profit Factor2.41x

Rasio Gross Profit vs Gross Loss

Sharpe Ratio2.15

Risk-adjusted return di atas benchmark

Max Drawdown-3.8%

Penurunan ekuitas maksimum

Model Reliability Score92/100 (High Alpha)

Regime Shift & Volatility ProtectionAktif (Adaptive Sizing)

Simulasi Real-Market Tanpa Risiko

Anda dapat membuka posisi simulasi (BUY/SELL) pada harga pasar nyata. Sistem akan mencatat riwayat posisi di database PostgreSQL dan menghitung Akurasi Prediksi AI secara objektif.

Dokumentasi Arsitektur Rust + Next.js