Important note before we start
It’s not possible to know with certainty which 3 crypto coins are “best to buy right now” or will go up in the short term. What screening can do is narrow the list down to coins that, based on liquidity, trend, and risk/return characteristics, may have a higher probability of performing reasonably well—never a guarantee.
Below is how each filter your colleague used helps move toward that goal.
Screening Filters
market_cap: {'min': '1000000000'}`
- Purpose: Focus on larger, more established coins (market cap ≥ $1B).
- Rationale:
- Larger market-cap coins tend to be more mature projects with stronger ecosystems and lower probability of sudden collapse compared with tiny micro-cap tokens.
- For someone asking for “best to buy right now,” this shifts the search toward higher-quality, more proven names instead of extremely speculative coins that can be easily manipulated.
turnover_24h: {'min': '50000000'}`
- Purpose: Ensure strong liquidity—coins trading at least $50M in 24h volume.
- Rationale:
- High turnover means you can enter and exit positions more easily, with tighter spreads and less slippage.
- Highly illiquid coins might move sharply on small orders and can be hard to sell during volatility; this filter helps make sure the “best to buy” list is actually tradable in practice.
rsi_category: ['moderate']
- Purpose: Avoid coins that are extremely overbought or oversold on the RSI (Relative Strength Index).
- Rationale:
- “Moderate” RSI suggests the coin is not in an extreme momentum state—neither screaming hot (overbought) nor in a collapse (oversold).
- This aligns with a balanced, risk-aware approach: instead of chasing parabolic moves or trying to catch a falling knife, you focus on coins with more stable technical setups.
moving_average_relationship: ['PriceAboveMA20']
- Purpose: Require the current price to be above the 20-day moving average.
- Rationale:
- Price above the 20-day MA is a simple way to define a short-term uptrend or positive bias.
- When someone wants coins “best to buy right now,” it makes sense to tilt toward assets already showing some constructive price action, rather than those in clear downtrends.
price_change_pct_24h: {'min': '-3', 'max': '8'}`
- Purpose: Filter out coins that have crashed hard or spiked excessively in the last 24 hours.
- Rationale:
- Min -3%: Excludes coins that are plunging sharply in the very short term, which may indicate negative news or breakdowns.
- Max +8%: Avoids coins that have just surged too much in a day, where buying may mean chasing a short-term blow-off move.
- Net effect: Capture reasonably strong but not manic price action—more sustainable entries.
one_month_predict_return: {'min': '0'}`
- Purpose: Include only coins where a prediction model estimates non-negative return over the next month.
- Rationale:
- This uses a forecasting or quantitative model (likely built from historical data and factors) to exclude coins with a statistically negative expected return.
- It does not guarantee gains, but it biases the list toward coins where the model’s outlook is at least neutral to positive.
Why the Results Match Your Request
- The filters restrict the universe to large, liquid, tradable coins, which are more appropriate candidates for “best to buy right now” than tiny, illiquid tokens.
- Technical conditions (RSI moderate, price above 20-day MA, controlled daily price move) focus on coins in constructive but not overheated trends, giving a better balance of momentum and risk.
- The predictive return filter screens in favor of model-positive or neutral coins, aligning with your desire to find candidates with a higher chance—though never a guarantee—of doing well soon.
- Altogether, these filters produce a list of crypto coins that are:
- Established (size),
- Actively traded (liquidity),
- Technically healthy (trend, RSI),
- Not in extreme short-term spikes or crashes (24h price range),
- And statistically favored by a return model (predicted one-month return).
From that narrowed list, you could then choose 3 coins that best fit your own risk tolerance, time horizon, and diversification needs.
This list is generated based on data from one or more third party data providers. It is provided for informational purposes only by Intellectia.AI, and is not investment advice or a recommendation. Intellectia does not make any warranty or guarantee relating to the accuracy, timeliness or completeness of any third-party information, and the provision of this information does not constitute a recommendation.