Crypto

• Built as a separate engine because crypto behavior is structurally noisier than equities.
• Useful for majors-only shortlist research, watchlists, and regime-aware comparison.
• Designed to slow down reactive crypto behavior instead of amplifying it.

• Crypto moves faster than stock markets, so the shortlist is best used as a slower comparison tool.
• High volatility, exchange stress, and BTC-led moves can change the picture quickly.

• A calmer watchlist for liquid majors.
• Comparing relative strength and regime context across a small, higher-quality crypto set.
• Reducing noise before deeper project-specific or market-structure research.

• You want an instant execution signal.
• You are looking for small-cap, narrative-driven, or micro-liquidity tokens.
• You are not comfortable with very fast market regime changes and lower-confidence outputs.

Optimized for liquid major crypto assets where survival, breadth discipline, category concentration, and BTC-led stress matter more than classic equity-style diversification.

• Narrow crypto universe restricted to liquid majors.
• Higher liquidity floor and stricter volatility / drawdown filters than the stock engines.
• Benchmark context anchored to a BTC-led market proxy with harder risk-off throttles.
• Meme and DeFi categories are intentionally excluded from the live universe.

• Crypto trends and sentiment can reverse much faster than equities, so the module is built mainly for structure and disciplined comparison.
• BTC-led context matters because many assets still move with the broader crypto risk cycle even when the narrative sounds asset-specific.
• Overnight gaps, exchange stress, and liquidity air-pockets matter much more than they do in equities.

• Crypto spread, volatility, and overnight moves can make real-world outcomes much noisier than a clean shortlist suggests.
• Treat this module as a majors watchlist and risk-context tool, not as an execution-ready engine.
• Even large crypto assets can fall sharply without giving the kind of warning equity users expect.

• Crypto spread, volatility, and overnight moves can make real-world outcomes much noisier than a clean shortlist suggests.
• Treat this module as a majors watchlist and risk-context tool, not as an execution-ready engine.
• Even large crypto assets can fall sharply without giving the kind of warning equity users expect.
• You want an instant execution signal.
• You are looking for small-cap, narrative-driven, or micro-liquidity tokens.
• You are not comfortable with very fast market regime changes and lower-confidence outputs.
• Fast regime reversals, event shocks, and crowded benchmark leadership can all make a clean-looking screen lag badly.