High liquidity coins to scalp

Screening Filters

1. dollar_volume_24h min: 50,000,000

   • Purpose: Finds highly liquid cryptocurrencies.
   • Rationale: For scalping, liquidity is critical because you need to enter and exit positions quickly with minimal slippage. A 24-hour dollar volume floor of $50M helps ensure there is enough trading activity for tight spreads and fast fills.

2. market_cap min: 300,000,000 max: 50,000,000,000

   • Purpose: Focuses on established but still active crypto assets.
   • Rationale: This range avoids very tiny, illiquid coins that can be risky or hard to trade, while also excluding the largest mega-caps that may be less volatile and less attractive for short-term scalping opportunities. It targets coins with enough size to be tradable, but not so large that they often move too slowly.

3. rsi_category: moderate

   • Purpose: Screens for cryptocurrencies that are neither extremely overbought nor deeply oversold.
   • Rationale: For scalping, a moderate RSI suggests the asset is in a balanced momentum state rather than extended in one direction. That can be useful for short-term trades because it often means there is still room for price movement without being too stretched.

4. moving_average_relationship: PriceAboveMA5, PriceAboveMA20, PriceCrossAboveMA5

   • Purpose: Identifies short-term bullish momentum and recent breakout behavior.
   • Rationale: These conditions help find assets whose price is trading above near-term trend levels or just crossing upward through them. That is useful for scalping because it can signal strong short-term momentum, which traders often try to capture in quick intraday moves.

5. volatility_24h min: 2 max: 15

   • Purpose: Selects assets with enough movement to create scalping opportunities, but not extreme instability.
   • Rationale: Scalping needs price movement; if volatility is too low, there may be no opportunity. But if volatility is too high, execution can become erratic and risk increases. This range aims for a middle ground: active enough to trade, but not so wild that the market becomes too unpredictable.

Why Results Match:

• The liquidity filter ensures the coins are actively traded and practical for fast entries/exits.
• The market cap filter removes very small, thinly traded tokens while keeping the universe focused on tradable crypto assets.
• The RSI and moving-average filters bias the scan toward short-term momentum setups, which are often the best candidates for scalping.
• The volatility filter ensures there is enough intraday movement to profit from small price changes, without selecting assets that are excessively chaotic.

Overall, these filters are well-suited to finding high-liquidity cryptocurrencies with short-term momentum and tradable volatility, which is exactly what a scalper typically wants.