Because it’s impossible to guarantee which cryptocurrency will have the highest percentage increase next, these filters are designed to tilt the odds toward assets that have:
- Sufficient size and liquidity, and
- A statistically higher probability and forecast of rising in the near term.
Below is how each filter contributes.
Screening Filters
market_cap ≥ 100,000,000
- Purpose: Focus on larger, more established cryptocurrencies.
- Rationale:
- Very small-cap coins can indeed have huge percentage moves, but they are highly prone to manipulation, rug pulls, and illiquidity.
- A minimum market cap of $100M keeps the universe to projects that have at least some scale, community, and staying power, making any “high percentage gain” more investable and less purely speculative.
turnover_24h ≥ 10,000,000
- Purpose: Ensure strong trading activity and liquidity.
- Rationale:
- A 24-hour turnover (trading volume) over $10M means you can actually enter and exit positions without moving the market too much.
- High liquidity also reduces the impact of random large orders or wash-trading, making price moves more meaningful and less artificial.
- For a user looking for big moves, this helps ensure that any jump in price is more likely to be genuine market interest rather than illiquid price spikes.
one_week_rise_prob ≥ 65
- Purpose: Select cryptocurrencies with a historically or model-estimated higher probability of rising over the next week.
- Rationale:
- Since we cannot know which coin will have the highest future return, we instead filter for coins with at least a 65% estimated chance of being up in one week.
- This aligns with your request by focusing on assets that have a statistically favorable bias toward upside rather than random direction.
one_week_predict_return ≥ 0.0000001
- Purpose: Exclude coins with neutral or negative predicted returns and keep only those with a positive expected move over the next week.
- Rationale:
- Even a tiny positive threshold (greater than zero) filters out assets where the model expects flat or negative performance.
- Among coins that already pass the probability screen, this ensures the expected magnitude of return is at least positive, in line with your goal of finding strong potential gainers.
Why Results Match Your Intent
- The filters don’t claim to predict the single top performer, which is impossible, but they:
- Concentrate on liquid, sizable cryptos, where large moves are more investable and less likely to be pure manipulation.
- Require a statistically higher chance of rising over the coming week.
- Require a positive predicted return, making it more likely (though never guaranteed) that the selected coins are among the better upside candidates.
Taken together, these filters narrow the universe down to cryptocurrencies that are both tradable and have a higher modeled probability of meaningful near‑term gains, which is the most realistic way to approximate “the next cryptocurrency with the highest percentage increase.”
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.