Crypto -- Predicted 6-Month Ranking
Ranked by the model's predicted 6-month forward return. Higher rank = higher predicted return, not a guarantee.
Recommended investment window: 2026-07-25 to 2027-01-25 (a ~6-month hold, matching the model's prediction horizon -- this is not a trading signal to buy/sell before or after those dates).
This page shows the output of an experimental machine-learning model, for educational/research purposes only. It is not investment advice, not a recommendation to buy or sell any asset, and not a solicitation of any kind. The site owner is not a registered investment advisor or financial professional. Walk-forward testing on this model shows real, measured overfitting on every fold checked (train performance consistently beats out-of-sample test performance) -- treat every score as a rough lean, not a reliable forecast. Crypto predictions are especially noisy (only 365 days of price history available per coin). India stock predictions have shown weaker out-of-sample signal than US stocks in backtesting. Always check the data_confidence column -- "low" or "medium" means the underlying data for that asset had gaps that were imputed, not observed directly.
Investing carries risk of total loss. You are solely responsible for your own financial decisions -- consult a licensed financial professional before acting on anything here. Full terms: /terms.
| Rank | Ticker | Predicted 6mo Return | Predicted Outperform Probability | News Sentiment | Data Confidence | |
|---|---|---|---|---|---|---|
|
1 | audiera | 99.1% | 91.9% | 0.05 (15 headlines) | medium |
|
2 | zcash | 67.7% | 53.3% | -0.04 (15 headlines) | high |
|
3 | rain | 49.1% | 91.4% | 0.12 (15 headlines) | high |
|
4 | ondo-finance | 28.8% | 43.0% | 0.12 (15 headlines) | high |
|
5 | stellar | 26.7% | 24.4% | 0.17 (15 headlines) | high |
|
6 | near | 26.5% | 53.9% | 0.13 (15 headlines) | high |
|
7 | worldcoin-wld | 32.1% | 28.7% | -0.06 (15 headlines) | high |
|
8 | bittensor | 21.6% | 52.6% | 0.13 (15 headlines) | high |
|
9 | memecore | 27.2% | 70.1% | -0.03 (15 headlines) | high |
|
10 | cardano | 28.2% | 53.3% | -0.07 (15 headlines) | high |
|
11 | internet-computer | 24.3% | 39.2% | 0.03 (15 headlines) | high |
|
12 | hyperliquid | 24.2% | 53.6% | 0.01 (15 headlines) | high |
|
13 | aave | 22.2% | 50.6% | 0.06 (15 headlines) | high |
|
14 | sky | 18.2% | 49.7% | 0.17 (15 headlines) | high |
|
15 | uniswap | 20.7% | 49.9% | 0.07 (15 headlines) | high |
|
16 | sui | 18.1% | 48.8% | 0.13 (15 headlines) | high |
|
17 | mantle | 13.4% | 32.5% | 0.25 (15 headlines) | high |
|
18 | morpho | 18.8% | 46.1% | 0.1 (15 headlines) | high |
|
19 | united-stables | 3.4% | 93.0% | 0.49 (15 headlines) | medium |
|
20 | avalanche-2 | 21.1% | 51.8% | 0.0 (15 headlines) | high |
|
21 | monero | 21.1% | 47.8% | -0.03 (15 headlines) | high |
|
22 | chainlink | 9.6% | 43.6% | 0.22 (15 headlines) | high |
|
23 | the-open-network | 15.5% | 65.9% | 0.05 (15 headlines) | high |
|
24 | canton-network | 10.2% | 53.4% | 0.19 (15 headlines) | medium |
|
25 | bitcoin-cash | 16.1% | 46.6% | -0.03 (15 headlines) | high |
|
26 | solana | 15.4% | 40.7% | -0.02 (15 headlines) | high |
|
27 | ripple | 7.0% | 47.3% | 0.19 (15 headlines) | high |
|
28 | hedera-hashgraph | 14.0% | 53.8% | 0.0 (15 headlines) | high |
|
29 | crypto-com-chain | 11.7% | 52.7% | 0.06 (15 headlines) | high |
|
30 | whitebit | 11.6% | 46.8% | 0.06 (15 headlines) | high |
|
31 | okb | 7.7% | 47.1% | 0.13 (15 headlines) | high |
|
32 | falcon-finance | -0.3% | 91.1% | 0.34 (15 headlines) | high |
|
33 | hashnote-usyc | 4.1% | 88.2% | 0.19 (15 headlines) | medium |
|
34 | tether-gold | 2.5% | 52.4% | 0.19 (15 headlines) | high |
|
35 | dogecoin | 11.7% | 48.5% | -0.07 (15 headlines) | high |
|
36 | ethereum | 10.8% | 41.1% | -0.08 (15 headlines) | high |
|
37 | figure-heloc | 3.4% | 45.0% | 0.11 (15 headlines) | medium |
|
38 | binancecoin | 6.0% | 52.3% | 0.04 (15 headlines) | high |
|
39 | world-liberty-financial | -5.2% | 33.3% | 0.34 (15 headlines) | high |
|
40 | usd1-wlfi | 0.9% | 91.4% | 0.16 (15 headlines) | high |
|
41 | ethereum-classic | 6.2% | 44.4% | 0.0 (15 headlines) | high |
|
42 | htx-dao | 3.0% | 51.4% | 0.08 (15 headlines) | high |
|
43 | litecoin | 4.9% | 46.3% | 0.02 (15 headlines) | high |
|
44 | usdgo | 3.7% | 96.6% | 0.04 (15 headlines) | low |
|
45 | usdd | 4.1% | 94.7% | 0.02 (15 headlines) | high |
|
46 | global-dollar | 3.8% | 95.8% | 0.02 (15 headlines) | high |
|
47 | pax-gold | 2.5% | 52.2% | 0.03 (15 headlines) | high |
|
48 | bitget-token | 6.8% | 32.5% | -0.1 (15 headlines) | high |
|
49 | ondo-us-dollar-yield | 1.2% | 45.4% | 0.05 (15 headlines) | high |
|
50 | blackrock-usd-institutional-digital-liquidity-fund | 3.4% | 94.0% | -0.05 (15 headlines) | high |
|
51 | tron | -0.1% | 48.8% | 0.04 (15 headlines) | high |
|
52 | bfusd | -0.3% | 90.9% | 0.04 (15 headlines) | high |
|
53 | shiba-inu | 5.1% | 40.5% | -0.14 (15 headlines) | high |
|
54 | ripple-usd | -0.4% | 95.3% | 0.01 (15 headlines) | high |
|
55 | paypal-usd | 0.0% | 94.8% | -0.02 (15 headlines) | high |
|
56 | bitcoin | 1.5% | 49.0% | -0.12 (15 headlines) | high |