Historical 10-Year 30-Day Period [May 14 - Jun 13] 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 (May 14 – Jun 13) 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 | Extreme Networks, Inc. | 13.96 | 8 | 2 |
| 2 | Vicor Corporation | 13.89 | 9 | 1 |
| 3 | Nvidia | 13.88 | 8 | 2 |
| 4 | Agilysys, Inc. | 12.62 | 8 | 2 |
| 5 | Deckers Brands | 12.12 | 8 | 2 |
| 6 | Advanced Micro Devices | 12.02 | 8 | 2 |
| 7 | AppFolio | 11.78 | 8 | 2 |
| 8 | Option Care Health | 11.07 | 8 | 2 |
| 9 | Fluor | 11.01 | 9 | 1 |
| 10 | Comstock Resources, Inc. | 10.87 | 8 | 2 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | eDreams ODIGEO S.A. | 13.48 | 8 | 2 |
| 2 | PGE Polska Grupa Energetyczna S.A. | 12.82 | 7 | 3 |
| 3 | Dottikon ES Holding AG | 12.63 | 8 | 2 |
| 4 | SFC Energy AG | 12.22 | 7 | 3 |
| 5 | argenx SE | 10.88 | 8 | 2 |
| 6 | Oxford Biomedica plc | 10.80 | 8 | 2 |
| 7 | Melrose Industries PLC | 10.13 | 8 | 2 |
| 8 | XANO Industri AB (publ) | 10.07 | 9 | 1 |
| 9 | Net Insight AB (publ) | 9.42 | 8 | 2 |
| 10 | NRC Group ASA | 9.13 | 8 | 2 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Fuva Brain Limited | 24.55 | 9 | 1 |
| 2 | Bengo4.com,Inc. | 20.51 | 10 | 0 |
| 3 | ZIGExN Co., Ltd. | 16.01 | 9 | 1 |
| 4 | Meiko Electronics Co., Ltd. | 15.84 | 9 | 1 |
| 5 | Human Metabolome Technologies, Inc. | 15.82 | 10 | 0 |
| 6 | SanBio Company Limited | 14.56 | 9 | 1 |
| 7 | IMV Corporation | 14.44 | 9 | 1 |
| 8 | KeyHolder, Inc. | 13.92 | 10 | 0 |
| 9 | Intelligent Wave Inc. | 13.74 | 9 | 1 |
| 10 | SANNO Co., Ltd. | 13.73 | 10 | 0 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | RELIANCE POWER LTD. | 25.45 | 8 | 2 |
| 2 | TATA TELESERVICES (MAHARASHTRA | 24.59 | 8 | 2 |
| 3 | LIGACHEM BIOSCIENCES | 17.45 | 8 | 2 |
| 4 | RITEK Corporation | 14.59 | 8 | 2 |
| 5 | Genius Electronic Optical Co.,Ltd. | 13.95 | 9 | 1 |
| 6 | SHREE RENUKA SUGARS LTD. | 13.75 | 8 | 2 |
| 7 | ALTEOGEN INC. | 13.72 | 9 | 1 |
| 8 | Elite Material Co., Ltd. | 13.43 | 9 | 1 |
| 9 | Phoenix Silicon International Corporation | 13.40 | 10 | 0 |
| 10 | ALI PICTURES | 13.36 | 8 | 2 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Taiwan Weighted Index | 4.76 | 10 | 0 |
| 2 | Nifty 50 Index | 4.01 | 10 | 0 |
| 3 | Russell 2000 Index | 3.83 | 8 | 2 |
| 4 | KOSPI Index | 3.69 | 7 | 3 |
| 5 | NASDAQ Composite Index | 3.63 | 9 | 1 |
| 6 | NASDAQ-100 Index | 3.41 | 9 | 1 |
| 7 | Nikkei 225 | 3.38 | 10 | 0 |
| 8 | Jakarta Composite Index | 2.46 | 9 | 1 |
| 9 | S&P 500 Index | 2.42 | 9 | 1 |
| 10 | Dow Jones Industrial Average | 1.56 | 8 | 2 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 11.86 | 8 | 2 |
| 2 | ProShares UltraPro QQQ | 9.95 | 9 | 1 |
| 3 | ProShares Ultra Russell2000 | 7.53 | 8 | 2 |
| 4 | VanEck Semiconductor ETF | 7.16 | 8 | 2 |
| 5 | SPDR S&P Semiconductor ETF | 7.01 | 8 | 2 |
| 6 | Direxion Daily S&P500 Bull 3X Shares | 6.94 | 9 | 1 |
| 7 | ProShares UltraPro S&P500 | 6.89 | 9 | 1 |
| 8 | iShares Semiconductor ETF | 6.70 | 8 | 2 |
| 9 | Invesco WilderHill Clean Energy ETF | 6.68 | 9 | 1 |
| 10 | ProShares Ultra QQQ | 6.67 | 9 | 1 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SuperRare | 157.18 | 2 | 3 |
| 2 | Bella Protocol | 36.51 | 1 | 4 |
| 3 | Unifi Protocol DAO | 12.94 | 2 | 3 |
| 4 | PAX Gold | 1.24 | 3 | 2 |
| 5 | Liquity USD | 0.19 | 3 | 2 |
| 6 | Binance USD | 0.03 | 3 | 2 |
| 7 | Tether | 0.02 | 4 | 1 |
| 8 | USD Coin | 0.01 | 2 | 3 |
| 9 | Dai | -0.01 | 2 | 3 |
| 10 | Pax Dollar | -0.05 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree International High D | 6.53 | 9 | 1 |
| 2 | E-mini Natural Gas Futures (NYMEX) | 6.44 | 6 | 4 |
| 3 | Natural Gas Futures (NYMEX) | 6.31 | 6 | 4 |
| 4 | Lean Hogs Futures (CME) | 5.51 | 8 | 2 |
| 5 | Silver Futures (COMEX) | 3.99 | 8 | 2 |
| 6 | E-mini Crude Oil Futures (NYMEX) | 3.26 | 6 | 4 |
| 7 | Live Cattle Futures (CME) | 3.24 | 9 | 1 |
| 8 | Crude Oil Futures (NYMEX) | 3.23 | 6 | 4 |
| 9 | Orange Juice Futures (ICE US) | 2.99 | 7 | 3 |
| 10 | Corn Futures (CBOT) | 2.92 | 5 | 5 |