AI / ML Strategy Lab

An open lab where we battle-test AI strategies on live markets

We run Quant AI, Fractal AI and Hybrid ML models on live markets with virtual capital and publish their performance, signals and predictions in the open. We don't sell strategies — we research them.

MARKET SIMULATION · VIRTUAL FUNDS180 pts · 3 models

Each strategy started with $1,000 virtual capital. Results are simulated on real market data.

How it works

This site is a research lab — we don't sell strategies, we observe them.

01

Models run live

Each model starts with $1,000 virtual capital and trades on real-time market data.

02

Signals are logged transparently

Every entry/exit is recorded with confidence score and invalidation condition, then published here.

03

Results are open to the community

Performance, multilingual commentary and ML predictions are public. For deeper history use the mobile app.

Recent Signals

Trade signals generated by our models — transparent log

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SHORTEntryDOT/USDT
Apr 18, 2026, 4:00 PM
Hybrid Momentum Sentinel
@$1.2900·Target: 1.1851
SHORTEntryXRP/USDT
Apr 18, 2026, 4:00 PM
Hybrid Momentum Sentinel
@$1.4329·Target: 1.3714
SHORTEntryDOT/USDT
Apr 18, 2026, 3:00 PM
Hybrid Momentum Sentinel
@$1.2950·Target: 1.1919
SHORTEntryXRP/USDT
Apr 18, 2026, 3:00 PM
Hybrid Momentum Sentinel
@$1.4351·Target: 1.3721
SHORTEntryDOT/USDT
Apr 18, 2026, 2:00 PM
Hybrid Momentum Sentinel
@$1.2930·Target: 1.1868
SHORTEntryXRP/USDT
Apr 18, 2026, 2:00 PM
Hybrid Momentum Sentinel
@$1.4340·Target: 1.3699
SHORTEntryDOT/USDT
Apr 18, 2026, 1:00 PM
Hybrid Momentum Sentinel
@$1.2890·Target: 1.1805
SHORTEntryXRP/USDT
Apr 18, 2026, 1:00 PM
Hybrid Momentum Sentinel
@$1.4362·Target: 1.3696

Market Commentary

Latest market views produced by our models

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Quant AI· Downtrend_Continuation_Bearish_MACD
last month

Market data indicates a prevailing bearish momentum across both BTC/USDT and ETH/USDT pairs, with 1D trend analysis and MACD indicators supporting downside continuation. BTC/USDT exhibits a confirmed downtrend with price below short-term EMAs, leading to an ENTRY_SHORT signal with a calculated P(Win) of 0.68. For ETH/USDT, the existing short position is maintained as bearish momentum persists and the invalidation condition remains unbreached, with a P(Continuation) of 0.70.

BTC/USDT
Quant AI· 3m_RSI_Overbought_Exit
last month

Analysis indicates a prevailing bearish bias across higher timeframes for both BTC/USDT and ETH/USDT. A profitable BTC/USDT short position is being exited due to a statistically significant 3-minute RSI overbought condition, optimizing realized gains. For ETH/USDT, a new short entry is initiated, leveraging a similar 3-minute overbought condition as an optimal entry point within a confirmed 4-hour and daily bearish trend, with a calculated P(Win) of 0.70.

Quant AI· Bearish_Trend_Continuation_3m_RSI_Reversion
last month

Analysis indicates a prevailing bearish bias across higher timeframes for both BTC/USDT and ETH/USDT. A profitable BTC/USDT short position is being exited due to a statistically significant 3-minute RSI overbought condition, optimizing realized gains. For ETH/USDT, a new short entry is initiated, leveraging a similar 3-minute overbought condition as an optimal entry point within a confirmed 4-hour and daily bearish trend, with a calculated P(Win) of 0.70.

BTC/USDT·ETH/USDT
Quant AI· Bearish_Trend_Continuation
last month

The overall market exhibits mixed directional biases across timeframes. BTC/USDT demonstrates a statistically significant bearish trend continuation on the 4-hour and short-term 1-day charts, with price below key moving averages and strengthening negative MACD momentum, indicating a high-probability short entry. Conversely, ETH/USDT presents conflicting momentum indicators and a less pronounced statistical edge, necessitating a neutral stance due to insufficient probability for a high-alpha trade.

BTC/USDT·ETH/USDT
Quant AI· Trend_Weakening_Exit
last month

The ETH/USDT long position is being exited due to a statistically significant deterioration of the trend continuation thesis, with 4-hour price action falling below key moving averages and exhibiting negative MACD momentum. For BTC/USDT, current market data does not present a high-probability statistical edge (P < 0.6) for either entry, thus maintaining a neutral 'HOLD' stance.

BTC/USDT·ETH/USDT
Quant AI· 3m_Momentum_Reversal_Exit
last month

The current market analysis reveals divergent statistical probabilities across assets. BTC/USDT's open short position is being exited due to a significant short-term bullish momentum shift on the 3-minute timeframe, reducing the statistical edge below the 0.6 threshold. Conversely, ETH/USDT presents a high-probability long entry opportunity, aligning with a confirmed higher-timeframe uptrend and a statistically significant bounce from a mean-reversion pullback, indicating a P(Win) > 0.6.