Features·How It Works·Trading Pairs·GPUs·Tech Specs·vs. Competition·Pricing·FAQ
Risk Disclosure: This software is a research and paper-trading tool. We do not recommend live trading. Cryptocurrency trading involves substantial risk of loss. Past performance and backtested results do not guarantee future results. This is not financial advice.
Algorithmic Crypto Trading Software

Machine
Learning
Edge.

GPU-accelerated AI that trains, optimizes, and trades automatically — so you stop guessing and start compounding.

One-time purchase. Yours forever.
45K+Training Bars
40Optuna Trials
GPUAccelerated Inference
8-StageFull Auto Pipeline
$0Monthly Fee
What you get

Built Different

Hybrid Transformer + BiLSTM

Six Transformer blocks followed by a bidirectional LSTM — trained end-to-end on your crypto price data to capture both local patterns and long-range dependencies.

Neural Architecture
XGBoost Ensemble

Gradient-boosted trees run in parallel with the neural net. Both models vote; their confidence is weighted and fused. Disagreement means no trade.

Ensemble Model
Bayesian Optimization

40-trial TPE search across learning rate, ATR multiplier, regime weight, horizon, and sequence length — simultaneously, not one variable at a time.

Optuna TPE
ZigZag Label Engine

Automatic pivot detection labels every bar as BUY, HOLD UP, HOLD DOWN, or SELL using ATR-scaled thresholds. The model trains on structure, not noise.

4-Class Labeling
Full Auto Pipeline

One button. Eight stages. Loads 45k bars, optimizes model hyperparameters, trains, validates, backtests, and saves the best configuration — unattended overnight.

Automated Workflow
Walk-Forward Validation

Holdout bars are withheld from training entirely. The final stage tests on data the model has never seen — not a backtest artifact, actual out-of-sample performance.

True OOS Testing
Alpaca Integration

Paper trading through Alpaca's API. Fernet-encrypted, machine-bound API keys. We strongly recommend paper mode to evaluate performance before considering any live deployment.

Paper Mode
GPU-Accelerated

Full CUDA support for training and inference. Your RTX GPU cuts training time by an order of magnitude. CPU fallback is available if needed.

CUDA Ready
Getting started

Four Steps to Live

Step 01
Connect Alpaca

Enter your Alpaca API keys. They're encrypted with Fernet and bound to your machine — only your computer can use them.

Step 02
Load History

The bot pulls up to 45,000 bars of historical data and automatically labels every bar with the ZigZag engine.

Step 03
Run Full Auto

One click. The 8-stage pipeline optimizes hyperparameters, trains, validates, and saves the best configuration — overnight.

Step 04
Monitor & Refine

The bot runs in paper mode, monitors the market, generates signals, and logs every decision. Review performance and refine your configuration over time.

Supported assets

Trading Pairs

All pairs trade against USD via Alpaca Markets. The active pair is configurable at any time — switch symbols, retrain, and redeploy in minutes.

BTC/USD
Bitcoin
Primary
ETH/USD
Ethereum
Primary
SOL/USD
Solana
Supported
DOGE/USD
Dogecoin
Supported
AVAX/USD
Avalanche
Supported
LINK/USD
Chainlink
Supported
LTC/USD
Litecoin
Supported
BCH/USD
Bitcoin Cash
Supported
UNI/USD
Uniswap
Supported
XRP/USD
XRP
Supported
SHIB/USD
Shiba Inu
Supported
+ More
Any Alpaca-listed crypto pair
Configurable
Hardware acceleration

Supported GPUs

Any CUDA-capable NVIDIA GPU works. The bot automatically detects your hardware and uses it for training and inference. CPU fallback is available but training will be significantly slower.

RTX 50 Series
RTX 5090 / 5080 / 5070 Ti / 5070
Optimal
RTX 40 Series
RTX 4090 / 4080 / 4070 Ti / 4070
Optimal
RTX 30 Series
RTX 3090 / 3080 / 3070 / 3060
Supported
RTX 20 Series
RTX 2080 Ti / 2080 / 2070 / 2060
Supported
GTX 10 Series
GTX 1080 Ti / 1080 / 1070 / 1060
Minimum
CPU Fallback
Any modern CPU — no GPU required
Slower

Minimum recommended: 6 GB VRAM. 8 GB+ recommended for full 45k-bar training at default sequence lengths. The RTX 5070 Ti (15.9 GB) and above handle all configurations comfortably.

Under the hood

Serious Architecture

This isn't a moving-average crossover. The model was built from scratch for crypto price action — continuous sequences, regime shifts, and multi-scale patterns that standard indicators miss entirely.

ArchitectureTransformer + BiLSTM
EnsembleNeural Net + XGBoost
Signal ClassesBUY / HOLD+ / HOLD− / SELL
HyperoptOptuna TPE · 40 trials
Training Window45,000 bars
ValidationWalk-forward + holdout
ComputeCUDA GPU + CPU fallback
ExchangeAlpaca · paper & live
PlatformWindows · standalone app
Independent comparison

How We Stack Up

Scored across five dimensions — AI sophistication, optimization quality, backtesting rigor, customization depth, and value — against the ten most popular retail trading bots.

#1
Ranked
TheOddCollective.io
One-time $299 · Windows · GPU-accelerated
Transformer + BiLSTMXGBoost EnsembleOptuna TPE · 40 trialsWalk-Forward + HoldoutGPU-Accelerated CUDA
AI Model
10/10
Optimization
10/10
Validation
10/10
Customization
9/10
Value
9/10
A+
48 / 50 pts
Top of class
#BotAI ModelOptimizationValidationCustomizationValueScoreGrade
1
TheOddCollective.ioOne-time $299
10/10
10/10
10/10
9/10
9/10
48
A+
2
HaasOnline$28–$108/mo
3/10
5/10
6/10
8/10
3/10
25
C+
3
GunbotOne-time $100–$500+
3/10
4/10
5/10
8/10
5/10
25
C+
4
Cryptohopper$19–$99/mo
3/10
3/10
4/10
6/10
4/10
20
C
5
3Commas$25–$79/mo
2/10
3/10
4/10
5/10
4/10
18
D
6
Bitsgap$23–$150/mo
2/10
3/10
4/10
4/10
3/10
16
D
7
PionexFree (trading fees)
1/10
2/10
2/10
3/10
8/10
16
D
8
WunderbitFree–$44/mo
2/10
2/10
3/10
4/10
4/10
15
D
9
CoinruleFree–$449/mo
1/10
1/10
3/10
4/10
4/10
13
F
10
TradeSanta$25–$90/mo
1/10
2/10
2/10
4/10
4/10
13
F
11
Shrimpy$19–$79/mo
1/10
1/10
3/10
3/10
4/10
12
F
Hover any row for a detailed breakdown. Scores represent our independent assessment of publicly documented capabilities as of mid-2026 and reflect our opinion, not objective fact.
Pricing

One Price. No Tricks.

One-Time License
$299
Pay once · Use forever
Full desktop application (Windows)
Machine-bound license key via email
Hybrid Transformer + XGBoost model
Full Auto 8-stage pipeline
Alpaca paper trading integration
All future updates included
Important: TheOddCollective.io is a paper-trading and research tool. We do not recommend live trading. All performance figures are from backtesting and paper trading only. Cryptocurrency trading involves substantial risk of loss and is not suitable for all investors. This software does not constitute financial advice.

Secure checkout via Stripe. License key delivered by email within minutes.

Questions

Common Questions