Hesgram vs Capitalise.ai: Genuine AI vs Rule-Based Automation

Capitalise.ai (acquired by Kraken in 2024) automates forex trading using "IF price crosses EMA THEN BUY" rules — no machine learning, no AI reasoning, no SMC strategies, and no on-chart visualisation. Hesgram uses genuine AI (DeepSeek large language model) to validate trades, generates plain-English reasoning on every chart entry, and improves via weekly ML retraining. And Hesgram is 60–85% cheaper.

Key Difference

Capitalise.ai is a no-code automation tool. You write rules: "IF RSI is below 30 AND price is above EMA200 THEN buy." Those rules never change, never learn, and have no understanding of market context. Hesgram uses DeepSeek AI to holistically evaluate 20+ signals simultaneously, considers news context from ForexFactory, and adapts via XGBoost machine learning trained on real trade outcomes. Capitalise.ai is like a calculator. Hesgram is like a trained trader.

Side-by-Side Comparison

FeatureHesgramCapitalise.ai
Decision intelligenceDeepSeek LLM + XGBoost MLIF/THEN rule engine
On-chart reasoning displayYes — every tradeNo in-app charting
SMC / ICT strategiesYes — built inNo
Self-improving MLYes — weekly retrainingNo — static rules
News trading (ForexFactory)YesNo
Works with any MT5 brokerYes — all 10,000+Partial — broker partnerships
Mobile app (iOS + Android)YesBasic
Native macOS appYesNo
Market regime detectionYes — HMM modelNo
Acquisition by KrakenIndependentYes (2024)
Monthly price£19–£79$99–$299

Rules vs Intelligence

Capitalise.ai's core product is a natural language rule engine: you write plain English conditions like "if the 50-period moving average crosses above the 200-period moving average" and it translates this into automated trades. This is deterministic — the same input always produces the same output, regardless of news events, market volatility regime, or recent performance. Hesgram's DeepSeek integration means the AI evaluates each signal holistically: it considers the multi-timeframe structure, upcoming news events, current spread, time of day, and recent model performance before deciding whether to execute. Rules cannot do this.

Pricing Reality

Capitalise.ai charges $99/month for its standard plan and up to $299/month for advanced features — before being acquired by Kraken. Hesgram's Pro plan, which includes all 7 strategies, SMC/ICT, news trading, machine learning, and the native macOS app, costs £39/month (approximately $50). For users who want annual pricing, the equivalent is £30.75/month. You get a significantly more intelligent product for less than half the price.

On-Chart Transparency

A major practical limitation of Capitalise.ai is that it has no professional charting integration. When a trade executes, you see it in your MT4/MT5 terminal. You do not see a TradingView-quality chart with entry/SL/TP lines drawn, AI reasoning explaining why the trade was taken, or a live P&L label updating every tick. Hesgram's signature feature is precisely this transparency — every trade on your chart with entry, stop loss, take profit, and a floating AI reasoning label. This is critical for understanding your bot's behaviour and building confidence in its decisions.

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