Tao, render, hype, ondo, TIA

Screening Filters

1. turnover_24h > 0

   • Purpose: Ensure the asset is actively being traded.
   • Rationale: For a highly aggressive asymmetric crypto strategy, liquidity and participation matter because you want names that can move quickly, enter/exit cleanly, and actually have enough market activity to support momentum.

2. dollar_volume_24h > 0

   • Purpose: Confirm real trading value, not just nominal turnover.
   • Rationale: This helps focus on assets with meaningful capital flowing through them. For high-ROI tactical trading in names like TAO, RENDER, HYPE, ONDO, and TIA, dollar volume is a better indicator of tradability and momentum quality than activity alone.

3. rsi_category = moderate, overbought

   • Purpose: Favor strong momentum conditions rather than weak or deeply oversold names.
   • Rationale: An aggressive asymmetric crypto trader is usually looking for assets that are already showing strength and may continue trending. Moderate to overbought RSI captures assets with sustained buying pressure, which is more consistent with breakout or continuation setups.

4. moving_average_relationship = PriceAboveMA5, PriceAboveMA20

   • Purpose: Select assets trading above short- and medium-term trend measures.
   • Rationale: Price above the 5-day and 20-day moving averages suggests positive trend alignment. This is appropriate for a maximum-ROI momentum framework because it filters for coins already in an uptrend, reducing the chance of fighting weak price action.

5. price_change_pct_24h > 0

   • Purpose: Require positive daily performance.
   • Rationale: For aggressive crypto strategies, the goal is to find assets with current upward price impulse. A positive 24-hour change indicates near-term strength and helps isolate names that are already attracting buyers.

6. week_price_change_pct > 0

   • Purpose: Require positive weekly performance.
   • Rationale: This helps confirm that the move is not just a one-day spike. A positive weekly change suggests the asset has multi-day momentum, which is often what you want when evaluating asymmetric upside candidates.

7. is_trending = True

   • Purpose: Keep only assets with an established trend.
   • Rationale: Since the user is asking about max expected growth ROI for a highly aggressive asymmetric strategy, trend confirmation is important. Trending assets are more likely to continue attracting flow, especially in crypto where momentum can persist sharply.

Why These Filters Work as a Whole:

• They collectively target high-momentum, liquid, trend-confirmed crypto assets.
• That matches the user’s request for a highly aggressive asymmetric strategy, where the objective is not conservative capital preservation but identifying names with the best chance of continued upside expansion.
• The filter set emphasizes:
  • Liquidity so trades are executable,
  • Momentum so the market is already rewarding buyers,
  • Trend strength so the move has structure rather than noise.

Why Results Match the User’s Query:

• TAO, RENDER, HYPE, ONDO, and TIA are all the type of crypto assets that can exhibit strong narrative-driven and momentum-driven moves.
• These filters help surface assets in a similar profile:
  • already trending,
  • breaking above key moving averages,
  • showing positive short- and medium-term price action,
  • and supported by active trading volume.

In short, the filters are designed to find high-beta, trend-following crypto setups that are most relevant for an aggressive asymmetric ROI approach.