Historical 10-Year 30-Day Period [Apr 30 - May 30] 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 30 – May 30) 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 | Nvidia | 18.54 | 9 | 1 |
| 2 | Advanced Micro Devices | 11.96 | 8 | 2 |
| 3 | Ultra Clean Holdings, Inc. | 11.10 | 10 | 0 |
| 4 | Take-Two Interactive | 10.15 | 9 | 1 |
| 5 | Enviri Corporation | 10.01 | 8 | 2 |
| 6 | RadNet, Inc. | 9.99 | 9 | 1 |
| 7 | Micron Technology | 9.99 | 8 | 2 |
| 8 | Gogo, Inc. | 9.95 | 8 | 2 |
| 9 | Fabrinet | 9.40 | 8 | 2 |
| 10 | Trupanion | 9.26 | 8 | 2 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Stillfront Group AB (publ) | 15.76 | 9 | 1 |
| 2 | Future plc | 14.90 | 7 | 3 |
| 3 | CFI Holding S.A. | 14.26 | 7 | 3 |
| 4 | Bavarian Nordic A/S | 11.97 | 8 | 2 |
| 5 | Rockwool A/S | 10.32 | 8 | 2 |
| 6 | Alstom SA | 8.42 | 9 | 1 |
| 7 | Ibersol, S.G.P.S., S.A. | 8.20 | 8 | 2 |
| 8 | Vaisala Oyj | 7.79 | 10 | 0 |
| 9 | Logitech International S.A. | 7.77 | 8 | 2 |
| 10 | CI Games SE | 7.73 | 8 | 2 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree Energy | 999.99 | 8 | 2 |
| 2 | Remixpoint, Inc. | 35.62 | 8 | 2 |
| 3 | Beauty Kadan Holdings Co., Ltd. | 30.73 | 8 | 2 |
| 4 | Fuva Brain Limited | 30.21 | 9 | 1 |
| 5 | J Trust Co., Ltd. | 17.72 | 8 | 2 |
| 6 | CELSYS, Inc. | 17.57 | 8 | 2 |
| 7 | DLE Inc. | 15.23 | 9 | 1 |
| 8 | enish,inc. | 15.15 | 9 | 1 |
| 9 | ZIGExN Co., Ltd. | 15.09 | 9 | 1 |
| 10 | Seihyo Co., Ltd. | 13.66 | 8 | 2 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SHANDONG XINHUA PH | 14.31 | 2 | 8 |
| 2 | ASPEED Technology Inc. | 11.88 | 8 | 2 |
| 3 | TOPGLOV | 11.88 | 7 | 3 |
| 4 | Oneness Biotech Co., Ltd. | 10.84 | 2 | 8 |
| 5 | 3SBIO | 10.49 | 7 | 3 |
| 6 | DONGJIN SEMICHEM CO., LTD. | 9.84 | 7 | 3 |
| 7 | Micro-Star International Co., Ltd. | 9.49 | 8 | 2 |
| 8 | ISC CO., LTD. | 9.46 | 8 | 2 |
| 9 | VT | 8.93 | 7 | 3 |
| 10 | LS ELECTRIC | 8.72 | 7 | 3 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | NASDAQ-100 Index | 3.33 | 7 | 3 |
| 2 | NASDAQ Composite Index | 3.16 | 7 | 3 |
| 3 | Nikkei 225 | 2.19 | 7 | 3 |
| 4 | DAX Performance Index | 2.17 | 9 | 1 |
| 5 | S&P 500 Index | 1.63 | 9 | 1 |
| 6 | Russell 2000 Index | 1.61 | 8 | 2 |
| 7 | Taiwan Weighted Index | 1.23 | 6 | 4 |
| 8 | IBEX 35 Index | 1.22 | 7 | 3 |
| 9 | Nifty 50 Index | 1.08 | 7 | 3 |
| 10 | S&P/TSX Composite Index | 0.91 | 6 | 4 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 12.04 | 7 | 3 |
| 2 | ProShares UltraPro QQQ | 9.69 | 7 | 3 |
| 3 | VanEck Semiconductor ETF | 7.53 | 9 | 1 |
| 4 | SPDR S&P Semiconductor ETF | 7.20 | 9 | 1 |
| 5 | iShares Semiconductor ETF | 7.14 | 9 | 1 |
| 6 | ProShares Ultra QQQ | 6.61 | 7 | 3 |
| 7 | United States Brent Oil Fund, LP | 5.49 | 7 | 3 |
| 8 | Invesco Solar ETF | 5.03 | 7 | 3 |
| 9 | ProShares Short VIX Short-Term Futures ETF | 4.99 | 9 | 1 |
| 10 | Direxion Daily S&P500 Bull 3X Shares | 4.65 | 8 | 2 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Shiba Inu | 56.99 | 3 | 2 |
| 2 | Tellor | 29.24 | 2 | 3 |
| 3 | Ethereum Classic | 18.32 | 3 | 2 |
| 4 | Polygon | 12.84 | 2 | 3 |
| 5 | Akash Network | 7.48 | 2 | 3 |
| 6 | cVault.finance | 7.06 | 3 | 2 |
| 7 | Ethereum | 4.22 | 3 | 2 |
| 8 | Lido Staked Ether | 3.80 | 3 | 2 |
| 9 | Binance ETH | 3.69 | 3 | 2 |
| 10 | Bella Protocol | 3.05 | 3 | 2 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | E-mini Crude Oil Futures (NYMEX) | 9.80 | 6 | 4 |
| 2 | Crude Oil Futures (NYMEX) | 9.64 | 6 | 4 |
| 3 | Orange Juice Futures (ICE US) | 8.31 | 9 | 1 |
| 4 | E-mini Natural Gas Futures (NYMEX) | 6.71 | 8 | 2 |
| 5 | RBOB Gasoline Futures (NYMEX) | 6.44 | 8 | 2 |
| 6 | WisdomTree International High D | 6.00 | 9 | 1 |
| 7 | Lean Hogs Futures (CME) | 5.67 | 7 | 3 |
| 8 | Wheat Futures (CBOT) | 4.78 | 7 | 3 |
| 9 | KC (Hard Red) Wheat Futures (KC) | 4.52 | 7 | 3 |
| 10 | Brent Crude Oil Futures (ICE) | 4.51 | 7 | 3 |