Historical 10-Year 30-Day Period [Apr 22 - May 22] Return Rankings
AnomalyBase is a platform that analyzes the seasonality (anomalies) of a wide range of financial markets, including stocks, forex, cryptocurrencies, futures, indices, and ETFs.
On this page, we present the historical performance trends for the 30-day period (Apr 22 – May 22) based on data from the past 10 years (5 years for cryptocurrencies).
You can quickly identify which assets tended to be strong or weak in this period by looking at the average return and the win/loss count.
Use these statistical patterns as a reference when considering your investment strategies.
US Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Celsius Holdings | 18.74 | 8 | 2 |
| 2 | Powell Industries, Inc. | 17.65 | 9 | 1 |
| 3 | Tenet Health | 14.90 | 7 | 3 |
| 4 | SM Energy Company | 14.05 | 7 | 3 |
| 5 | Green Brick Partners, Inc. | 13.28 | 8 | 2 |
| 6 | Dycom Industries, Inc. | 12.74 | 8 | 2 |
| 7 | RadNet, Inc. | 12.65 | 7 | 3 |
| 8 | Nvidia | 12.27 | 8 | 2 |
| 9 | MasTec | 12.17 | 7 | 3 |
| 10 | Gogo, Inc. | 11.86 | 7 | 3 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | G5 Entertainment AB (publ) | 16.44 | 8 | 2 |
| 2 | Stillfront Group AB (publ) | 15.05 | 8 | 2 |
| 3 | 11 bit studios S.A. | 14.64 | 8 | 2 |
| 4 | Bavarian Nordic A/S | 13.25 | 8 | 2 |
| 5 | Eckert & Ziegler SE | 12.84 | 8 | 2 |
| 6 | Rockwool A/S | 11.89 | 9 | 1 |
| 7 | Kongsberg Automotive ASA | 11.84 | 8 | 2 |
| 8 | Hypoport SE | 11.48 | 8 | 2 |
| 9 | Dometic Group AB (publ) | 10.79 | 8 | 2 |
| 10 | Votum S.A. | 10.68 | 8 | 2 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree Energy | 943.34 | 8 | 2 |
| 2 | Fuva Brain Limited | 18.81 | 9 | 1 |
| 3 | ISB Corporation | 18.57 | 8 | 2 |
| 4 | J Trust Co., Ltd. | 18.05 | 8 | 2 |
| 5 | CELSYS, Inc. | 16.11 | 9 | 1 |
| 6 | Round One Corporation | 16.04 | 10 | 0 |
| 7 | ZIGExN Co., Ltd. | 15.61 | 8 | 2 |
| 8 | Vision Inc. | 15.12 | 9 | 1 |
| 9 | enish,inc. | 14.71 | 8 | 2 |
| 10 | Meiko Electronics Co., Ltd. | 14.25 | 8 | 2 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | TOPGLOV | 13.46 | 7 | 3 |
| 2 | ANHUI GUJING DISTL | 9.99 | 7 | 3 |
| 3 | CHONG QING BREWERY CO.LTD | 9.73 | 7 | 3 |
| 4 | Silicon Motion Technology Corpo | 9.03 | 7 | 3 |
| 5 | Asia Vital Components Co., Ltd. | 8.81 | 7 | 3 |
| 6 | LS | 8.66 | 8 | 2 |
| 7 | 3SBIO | 8.62 | 7 | 3 |
| 8 | Micro-Star International Co., Ltd. | 8.58 | 8 | 2 |
| 9 | XIZANG ZHUFENG RESOURCES CO LTD | 8.46 | 7 | 3 |
| 10 | Alchip Technologies, Limited | 8.45 | 7 | 3 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 3.06 | 7 | 3 |
| 2 | NASDAQ-100 Index | 2.61 | 6 | 4 |
| 3 | NASDAQ Composite Index | 2.55 | 6 | 4 |
| 4 | Nikkei 225 | 2.39 | 6 | 4 |
| 5 | Taiwan Weighted Index | 2.07 | 6 | 4 |
| 6 | FTSE 100 Index | 1.95 | 6 | 4 |
| 7 | All Ordinaries Index | 1.91 | 6 | 4 |
| 8 | S&P/ASX 200 Index | 1.84 | 6 | 4 |
| 9 | Hang Seng Index | 1.69 | 6 | 4 |
| 10 | Russell 2000 Index | 1.65 | 4 | 6 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 11.72 | 6 | 4 |
| 2 | ProShares UltraPro QQQ | 8.34 | 6 | 4 |
| 3 | Direxion Daily S&P Oil & Gas Exp. & Prod. Bull 2X Shares | 8.14 | 6 | 4 |
| 4 | ProShares Ultra Bloomberg Natural Gas | 7.54 | 8 | 2 |
| 5 | ProShares Ultra Bloomberg Crude Oil | 7.15 | 6 | 4 |
| 6 | United States Brent Oil Fund, LP | 6.36 | 6 | 4 |
| 7 | InfraCap MLP ETF | 6.29 | 6 | 4 |
| 8 | ProShares Ultra QQQ | 5.38 | 6 | 4 |
| 9 | VanEck Semiconductor ETF | 5.09 | 6 | 4 |
| 10 | ProShares Short VIX Short-Term Futures ETF | 4.99 | 8 | 2 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Alpaca Finance | 67.70 | 2 | 3 |
| 2 | Shiba Inu | 48.69 | 2 | 3 |
| 3 | Smooth Love Potion | 34.52 | 2 | 3 |
| 4 | BakeryToken | 23.09 | 2 | 3 |
| 5 | Lido DAO | 21.81 | 3 | 2 |
| 6 | Ethereum Classic | 12.59 | 3 | 2 |
| 7 | GateToken | 8.71 | 2 | 3 |
| 8 | Tellor | 6.59 | 2 | 3 |
| 9 | Ethereum | 5.52 | 3 | 2 |
| 10 | Dogecoin | 5.23 | 3 | 2 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | E-mini Crude Oil Futures (NYMEX) | 15.65 | 6 | 4 |
| 2 | Crude Oil Futures (NYMEX) | 15.60 | 6 | 4 |
| 3 | E-mini Natural Gas Futures (NYMEX) | 10.31 | 8 | 2 |
| 4 | Natural Gas Futures (NYMEX) | 10.20 | 8 | 2 |
| 5 | RBOB Gasoline Futures (NYMEX) | 8.92 | 7 | 3 |
| 6 | Brent Crude Oil Futures (ICE) | 8.38 | 6 | 4 |
| 7 | Lean Hogs Futures (CME) | 8.33 | 8 | 2 |
| 8 | Heating Oil Futures (NYMEX) | 4.94 | 5 | 5 |
| 9 | Orange Juice Futures (ICE US) | 4.80 | 5 | 5 |
| 10 | Wheat Futures (CBOT) | 4.30 | 7 | 3 |