Historical 10-Year 30-Day Period [May 23 - Jun 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 (May 23 – Jun 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 | Tesla, Inc. | 13.82 | 9 | 1 |
| 2 | Nvidia | 12.50 | 9 | 1 |
| 3 | Sunrun | 12.39 | 8 | 2 |
| 4 | Etsy | 11.49 | 8 | 2 |
| 5 | Glaukos Corp. | 11.43 | 10 | 0 |
| 6 | Advanced Micro Devices | 10.70 | 8 | 2 |
| 7 | Option Care Health | 10.59 | 8 | 2 |
| 8 | Deckers Brands | 10.47 | 10 | 0 |
| 9 | Williams-Sonoma, Inc. | 9.85 | 8 | 2 |
| 10 | Coherent Corp. | 9.66 | 9 | 1 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | TAURON Polska Energia S.A. | 18.09 | 8 | 2 |
| 2 | Grenergy Renovables, S.A. | 15.03 | 8 | 2 |
| 3 | Mostostal Zabrze S.A. | 9.57 | 7 | 3 |
| 4 | Dottikon ES Holding AG | 8.52 | 7 | 3 |
| 5 | Melrose Industries PLC | 8.09 | 7 | 3 |
| 6 | SFC Energy AG | 8.06 | 7 | 3 |
| 7 | Interparfums SA | 7.75 | 9 | 1 |
| 8 | secunet Security Networks Aktiengesellschaft | 7.43 | 7 | 3 |
| 9 | Photon Energy N.V. | 6.94 | 7 | 3 |
| 10 | Games Workshop Group PLC | 6.77 | 7 | 3 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree Aluminium | 999.99 | 8 | 2 |
| 2 | DLE Inc. | 61.41 | 8 | 2 |
| 3 | Mac House Co.,Ltd. | 29.53 | 8 | 2 |
| 4 | Wealth Management, Inc. | 19.51 | 8 | 2 |
| 5 | River Eletec Corporation | 17.55 | 8 | 2 |
| 6 | Japan System Techniques Co., Ltd. | 16.00 | 9 | 1 |
| 7 | m-up holdings, Inc. | 14.48 | 9 | 1 |
| 8 | GNI Group Ltd. | 13.15 | 8 | 2 |
| 9 | ULS Group, Inc. | 12.90 | 8 | 2 |
| 10 | AirTrip Corp. | 11.65 | 8 | 2 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SKC | 15.91 | 10 | 0 |
| 2 | Genius Electronic Optical Co.,Ltd. | 13.98 | 9 | 1 |
| 3 | SHANGHAI BELLING CORP. LTD | 13.73 | 8 | 2 |
| 4 | ELECON ENGINEERING CO.LTD. | 13.66 | 8 | 2 |
| 5 | eMemory Technology Inc. | 13.14 | 8 | 2 |
| 6 | AAC TECH | 12.34 | 10 | 0 |
| 7 | SUZHOU DONGSHAN PR | 12.14 | 9 | 1 |
| 8 | Himax Technologies, Inc. | 12.13 | 9 | 1 |
| 9 | Wistron Corporation | 11.78 | 8 | 2 |
| 10 | Elite Material Co., Ltd. | 11.51 | 8 | 2 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | NASDAQ-100 Index | 3.79 | 9 | 1 |
| 2 | Taiwan Weighted Index | 3.74 | 9 | 1 |
| 3 | NASDAQ Composite Index | 3.69 | 9 | 1 |
| 4 | Nifty 50 Index | 3.22 | 9 | 1 |
| 5 | KOSPI Index | 2.30 | 8 | 2 |
| 6 | S&P 500 Index | 2.18 | 9 | 1 |
| 7 | Russell 2000 Index | 2.08 | 8 | 2 |
| 8 | Nikkei 225 | 1.72 | 6 | 4 |
| 9 | Jakarta Composite Index | 1.56 | 7 | 3 |
| 10 | Bovespa Index | 1.49 | 5 | 5 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 11.61 | 9 | 1 |
| 2 | ProShares UltraPro QQQ | 10.80 | 9 | 1 |
| 3 | Direxion Daily Real Estate Bull 3X Shares | 8.21 | 9 | 1 |
| 4 | ARK Innovation ETF | 7.71 | 8 | 2 |
| 5 | ARK Next Generation Internet ETF | 7.54 | 9 | 1 |
| 6 | ProShares Ultra QQQ | 7.32 | 9 | 1 |
| 7 | Direxion Daily S&P500 Bull 3X Shares | 6.16 | 9 | 1 |
| 8 | ProShares UltraPro S&P500 | 6.15 | 9 | 1 |
| 9 | Direxion Daily Small Cap Bull 3X Shares | 5.34 | 8 | 2 |
| 10 | VanEck Semiconductor ETF | 5.25 | 9 | 1 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Quant | 9.11 | 2 | 3 |
| 2 | Bella Protocol | 8.81 | 1 | 4 |
| 3 | Unifi Protocol DAO | 3.46 | 1 | 4 |
| 4 | Aragon | 3.07 | 2 | 3 |
| 5 | LEO Token | 2.48 | 3 | 2 |
| 6 | Liquity USD | 0.20 | 2 | 3 |
| 7 | Pax Dollar | 0.18 | 3 | 2 |
| 8 | Dai | 0.00 | 3 | 2 |
| 9 | TrueUSD | -0.01 | 2 | 3 |
| 10 | USD Coin | -0.01 | 1 | 4 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Heating Oil Futures (NYMEX) | 5.43 | 7 | 3 |
| 2 | WisdomTree International High D | 4.73 | 8 | 2 |
| 3 | Crude Oil Futures (NYMEX) | 3.66 | 6 | 4 |
| 4 | E-mini Crude Oil Futures (NYMEX) | 3.59 | 5 | 5 |
| 5 | Brent Crude Oil Futures (ICE) | 3.32 | 7 | 3 |
| 6 | E-mini Natural Gas Futures (NYMEX) | 2.48 | 6 | 4 |
| 7 | Natural Gas Futures (NYMEX) | 2.46 | 6 | 4 |
| 8 | Lean Hogs Futures (CME) | 1.74 | 6 | 4 |
| 9 | Soybean Oil Futures (CBOT) | 1.19 | 5 | 5 |
| 10 | Live Cattle Futures (CME) | 1.07 | 6 | 4 |