Historical 10-Year 30-Day Period [May 21 - Jun 20] 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 21 – Jun 20) 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 | 14.04 | 8 | 2 |
| 2 | Glaukos Corp. | 12.97 | 10 | 0 |
| 3 | Coherent Corp. | 12.59 | 9 | 1 |
| 4 | Etsy | 11.13 | 8 | 2 |
| 5 | AppFolio | 10.65 | 8 | 2 |
| 6 | Ollie's Bargain Outlet | 10.59 | 8 | 2 |
| 7 | Broadcom | 8.94 | 9 | 1 |
| 8 | HealthEquity | 8.93 | 9 | 1 |
| 9 | Sunrun | 8.76 | 8 | 2 |
| 10 | Jabil | 7.90 | 8 | 2 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | KMC Properties ASA | 20.74 | 6 | 4 |
| 2 | TAURON Polska Energia S.A. | 17.01 | 8 | 2 |
| 3 | Grenergy Renovables, S.A. | 14.43 | 9 | 1 |
| 4 | PGE Polska Grupa Energetyczna S.A. | 13.23 | 8 | 2 |
| 5 | Dottikon ES Holding AG | 9.54 | 7 | 3 |
| 6 | Risanamento SpA | 9.08 | 7 | 3 |
| 7 | CD Projekt S.A. | 8.68 | 8 | 2 |
| 8 | Mostostal Zabrze S.A. | 8.43 | 6 | 4 |
| 9 | secunet Security Networks Aktiengesellschaft | 8.25 | 7 | 3 |
| 10 | KRUK Spólka Akcyjna | 8.21 | 6 | 4 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree Aluminium | 999.99 | 8 | 2 |
| 2 | DLE Inc. | 63.37 | 8 | 2 |
| 3 | Mac House Co.,Ltd. | 29.67 | 8 | 2 |
| 4 | Japan Power Fastening Co.,Ltd. | 13.50 | 8 | 2 |
| 5 | ULS Group, Inc. | 13.21 | 9 | 1 |
| 6 | Nippon Avionics Co., Ltd. | 13.16 | 8 | 2 |
| 7 | Human Metabolome Technologies, Inc. | 13.04 | 8 | 2 |
| 8 | m-up holdings, Inc. | 13.03 | 8 | 2 |
| 9 | Tecmira Holdings Inc. | 12.49 | 9 | 1 |
| 10 | Bengo4.com,Inc. | 12.42 | 8 | 2 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SKC | 16.36 | 9 | 1 |
| 2 | LIG NEX1 CO., LTD. | 13.86 | 8 | 2 |
| 3 | ELECON ENGINEERING CO.LTD. | 13.61 | 8 | 2 |
| 4 | Genius Electronic Optical Co.,Ltd. | 13.42 | 10 | 0 |
| 5 | HYUNDAI ROTEM | 12.48 | 8 | 2 |
| 6 | eMemory Technology Inc. | 11.83 | 8 | 2 |
| 7 | Elite Material Co., Ltd. | 11.09 | 8 | 2 |
| 8 | Wistron Corporation | 11.02 | 8 | 2 |
| 9 | DOOSAN | 10.87 | 8 | 2 |
| 10 | Himax Technologies, Inc. | 10.84 | 9 | 1 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Taiwan Weighted Index | 3.59 | 8 | 2 |
| 2 | NASDAQ-100 Index | 3.53 | 9 | 1 |
| 3 | NASDAQ Composite Index | 3.45 | 9 | 1 |
| 4 | Nifty 50 Index | 2.68 | 7 | 3 |
| 5 | KOSPI Index | 2.40 | 8 | 2 |
| 6 | VIX Volatility Index | 1.99 | 6 | 4 |
| 7 | S&P 500 Index | 1.73 | 9 | 1 |
| 8 | Jakarta Composite Index | 1.68 | 6 | 4 |
| 9 | Russell 2000 Index | 1.64 | 8 | 2 |
| 10 | Nikkei 225 | 1.21 | 6 | 4 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 11.01 | 9 | 1 |
| 2 | ProShares UltraPro QQQ | 10.08 | 9 | 1 |
| 3 | Direxion Daily Real Estate Bull 3X Shares | 7.68 | 8 | 2 |
| 4 | ARK Innovation ETF | 7.51 | 8 | 2 |
| 5 | ARK Next Generation Internet ETF | 7.06 | 8 | 2 |
| 6 | ProShares Ultra QQQ | 6.82 | 9 | 1 |
| 7 | Direxion Daily 20+ Year Treasury Bull 3X Shares | 6.70 | 8 | 2 |
| 8 | Direxion Daily S&P Biotech Bull 3X Shares | 6.62 | 7 | 3 |
| 9 | VanEck Semiconductor ETF | 5.50 | 9 | 1 |
| 10 | Direxion Daily S&P500 Bull 3X Shares | 4.90 | 9 | 1 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SuperRare | 26.99 | 1 | 4 |
| 2 | Unifi Protocol DAO | 11.29 | 1 | 4 |
| 3 | Bella Protocol | 9.63 | 1 | 4 |
| 4 | Quant | 3.45 | 2 | 3 |
| 5 | Liquity USD | 0.41 | 4 | 1 |
| 6 | Pax Dollar | 0.21 | 4 | 1 |
| 7 | LEO Token | 0.20 | 3 | 2 |
| 8 | USD Coin | 0.03 | 5 | 0 |
| 9 | Dai | 0.01 | 3 | 2 |
| 10 | TrueUSD | 0.00 | 3 | 2 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree International High D | 5.88 | 9 | 1 |
| 2 | Heating Oil Futures (NYMEX) | 4.25 | 6 | 4 |
| 3 | Oats Futures (CBOT) | 3.45 | 6 | 4 |
| 4 | Natural Gas Futures (NYMEX) | 2.97 | 6 | 4 |
| 5 | E-mini Natural Gas Futures (NYMEX) | 2.87 | 6 | 4 |
| 6 | Corn Futures (CBOT) | 2.39 | 6 | 4 |
| 7 | Cocoa Futures (ICE US) | 2.10 | 5 | 5 |
| 8 | Brent Crude Oil Futures (ICE) | 1.95 | 7 | 3 |
| 9 | E-mini Crude Oil Futures (NYMEX) | 1.75 | 5 | 5 |
| 10 | Soybean Oil Futures (CBOT) | 1.58 | 5 | 5 |