Historical 10-Year 30-Day Period [Apr 27 - May 27] 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 27 – May 27) 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 | 16.79 | 7 | 3 |
| 2 | Powell Industries, Inc. | 15.25 | 7 | 3 |
| 3 | Nvidia | 14.73 | 8 | 2 |
| 4 | BioLife Solutions, Inc. | 11.63 | 7 | 3 |
| 5 | Agilysys, Inc. | 11.02 | 8 | 2 |
| 6 | RadNet, Inc. | 10.60 | 8 | 2 |
| 7 | Gogo, Inc. | 10.49 | 8 | 2 |
| 8 | American Axle & Manufacturing, Inc. | 9.84 | 7 | 3 |
| 9 | TTM Technologies, Inc. | 9.09 | 7 | 3 |
| 10 | MasTec | 9.04 | 7 | 3 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Stillfront Group AB (publ) | 16.41 | 8 | 2 |
| 2 | Bavarian Nordic A/S | 14.35 | 8 | 2 |
| 3 | Rockwool A/S | 11.92 | 9 | 1 |
| 4 | Borussia Dortmund GmbH & Co. Kommanditgesellschaft auf Aktien | 10.94 | 10 | 0 |
| 5 | Evotec SE | 10.55 | 9 | 1 |
| 6 | Eckert & Ziegler SE | 10.32 | 8 | 2 |
| 7 | Ibersol, S.G.P.S., S.A. | 9.66 | 8 | 2 |
| 8 | Wavestone SA | 9.54 | 9 | 1 |
| 9 | AIXTRON SE | 9.53 | 8 | 2 |
| 10 | Soitec SA | 9.35 | 8 | 2 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree Energy | 912.56 | 8 | 2 |
| 2 | Beauty Kadan Holdings Co., Ltd. | 31.80 | 8 | 2 |
| 3 | Fuva Brain Limited | 27.82 | 9 | 1 |
| 4 | Dream Vision Co.,Ltd. | 19.30 | 8 | 2 |
| 5 | ISB Corporation | 18.07 | 8 | 2 |
| 6 | J Trust Co., Ltd. | 17.44 | 8 | 2 |
| 7 | CELSYS, Inc. | 17.40 | 8 | 2 |
| 8 | ZIGExN Co., Ltd. | 15.98 | 10 | 0 |
| 9 | Internetworking and Broadband Consulting Co.,Ltd. | 15.11 | 9 | 1 |
| 10 | Round One Corporation | 15.05 | 10 | 0 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SKOCEANPLANT | 12.36 | 8 | 2 |
| 2 | Accton Technology Corporation | 11.84 | 7 | 3 |
| 3 | ASPEED Technology Inc. | 11.08 | 8 | 2 |
| 4 | Oneness Biotech Co., Ltd. | 10.04 | 2 | 8 |
| 5 | Elite Material Co., Ltd. | 9.47 | 7 | 3 |
| 6 | Micro-Star International Co., Ltd. | 9.16 | 8 | 2 |
| 7 | DONGJIN SEMICHEM CO., LTD. | 8.84 | 7 | 3 |
| 8 | ANHUI GUJING DISTL | 8.70 | 7 | 3 |
| 9 | PARK SYSTEMS CORP. | 8.50 | 7 | 3 |
| 10 | XIZANG ZHUFENG RESOURCES CO LTD | 8.42 | 7 | 3 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 2.59 | 8 | 2 |
| 2 | NASDAQ-100 Index | 2.46 | 7 | 3 |
| 3 | NASDAQ Composite Index | 2.10 | 7 | 3 |
| 4 | Taiwan Weighted Index | 1.77 | 6 | 4 |
| 5 | Nikkei 225 | 1.68 | 6 | 4 |
| 6 | All Ordinaries Index | 1.62 | 7 | 3 |
| 7 | S&P/ASX 200 Index | 1.58 | 7 | 3 |
| 8 | IBEX 35 Index | 1.48 | 6 | 4 |
| 9 | FTSE 100 Index | 1.45 | 7 | 3 |
| 10 | S&P 500 Index | 1.08 | 7 | 3 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | ProShares Ultra Bloomberg Crude Oil | 9.96 | 4 | 6 |
| 2 | Direxion Daily Technology Bull 3X Shares | 9.38 | 7 | 3 |
| 3 | ProShares UltraPro QQQ | 7.09 | 7 | 3 |
| 4 | United States Brent Oil Fund, LP | 6.96 | 6 | 4 |
| 5 | VanEck Semiconductor ETF | 5.47 | 8 | 2 |
| 6 | iShares Semiconductor ETF | 5.10 | 8 | 2 |
| 7 | SPDR S&P Semiconductor ETF | 4.97 | 7 | 3 |
| 8 | ProShares Ultra QQQ | 4.83 | 7 | 3 |
| 9 | InfraCap MLP ETF | 3.92 | 6 | 4 |
| 10 | Global X Lithium & Battery Tech ETF | 3.61 | 9 | 1 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Shiba Inu | 168.30 | 2 | 3 |
| 2 | Smooth Love Potion | 27.70 | 2 | 3 |
| 3 | Ethereum Classic | 24.51 | 3 | 2 |
| 4 | SuperRare | 21.60 | 1 | 4 |
| 5 | Polygon | 20.21 | 1 | 4 |
| 6 | ARPA Chain | 10.93 | 2 | 3 |
| 7 | Lido DAO | 9.42 | 3 | 2 |
| 8 | cVault.finance | 7.89 | 3 | 2 |
| 9 | Monero | 7.03 | 2 | 3 |
| 10 | Ethereum | 5.48 | 3 | 2 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Crude Oil Futures (NYMEX) | 17.65 | 5 | 5 |
| 2 | E-mini Crude Oil Futures (NYMEX) | 17.65 | 5 | 5 |
| 3 | Natural Gas Futures (NYMEX) | 9.29 | 6 | 4 |
| 4 | Brent Crude Oil Futures (ICE) | 8.70 | 6 | 4 |
| 5 | Orange Juice Futures (ICE US) | 8.11 | 9 | 1 |
| 6 | E-mini Natural Gas Futures (NYMEX) | 8.10 | 8 | 2 |
| 7 | RBOB Gasoline Futures (NYMEX) | 7.96 | 7 | 3 |
| 8 | Lean Hogs Futures (CME) | 6.16 | 7 | 3 |
| 9 | Heating Oil Futures (NYMEX) | 5.84 | 6 | 4 |
| 10 | WisdomTree International High D | 4.04 | 7 | 3 |