Historical 10-Year 30-Day Period [May 17 - Jun 16] 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 17 – Jun 16) 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 | 14.41 | 8 | 2 |
| 2 | Coherent Corp. | 12.91 | 8 | 2 |
| 3 | Tesla, Inc. | 11.68 | 8 | 2 |
| 4 | Vicor Corporation | 11.57 | 9 | 1 |
| 5 | Deckers Brands | 11.53 | 8 | 2 |
| 6 | Sunrun | 11.03 | 8 | 2 |
| 7 | Agilysys, Inc. | 10.85 | 9 | 1 |
| 8 | HealthEquity | 10.75 | 10 | 0 |
| 9 | Glaukos Corp. | 10.75 | 10 | 0 |
| 10 | Broadcom | 9.76 | 8 | 2 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | KMC Properties ASA | 22.94 | 7 | 3 |
| 2 | Grenergy Renovables, S.A. | 11.09 | 7 | 3 |
| 3 | Dottikon ES Holding AG | 11.04 | 8 | 2 |
| 4 | TAURON Polska Energia S.A. | 10.88 | 7 | 3 |
| 5 | PGE Polska Grupa Energetyczna S.A. | 10.46 | 8 | 2 |
| 6 | CD Projekt S.A. | 10.24 | 7 | 3 |
| 7 | Vow ASA | 10.03 | 7 | 3 |
| 8 | SP Group A/S | 8.86 | 7 | 3 |
| 9 | Senior plc | 8.75 | 7 | 3 |
| 10 | Games Workshop Group PLC | 8.40 | 7 | 3 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DLE Inc. | 40.14 | 9 | 1 |
| 2 | Kitahama Capital Partners Co.,Ltd. | 38.61 | 8 | 2 |
| 3 | Tose Co., Ltd. | 17.98 | 8 | 2 |
| 4 | River Eletec Corporation | 15.67 | 8 | 2 |
| 5 | Nippon Avionics Co., Ltd. | 15.31 | 8 | 2 |
| 6 | ULS Group, Inc. | 14.56 | 10 | 0 |
| 7 | Fuva Brain Limited | 14.14 | 8 | 2 |
| 8 | Human Metabolome Technologies, Inc. | 13.76 | 8 | 2 |
| 9 | SanBio Company Limited | 13.72 | 9 | 1 |
| 10 | Star seeds Co.,Ltd. | 13.14 | 10 | 0 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SKC | 15.56 | 8 | 2 |
| 2 | Genius Electronic Optical Co.,Ltd. | 14.95 | 8 | 2 |
| 3 | PharmaEssentia Corporation | 13.94 | 8 | 2 |
| 4 | ISUPETASYS | 13.73 | 8 | 2 |
| 5 | Phoenix Silicon International Corporation | 13.51 | 10 | 0 |
| 6 | Accton Technology Corporation | 12.98 | 9 | 1 |
| 7 | Taiwan Union Technology Corporation | 12.23 | 8 | 2 |
| 8 | Wistron Corporation | 12.14 | 9 | 1 |
| 9 | COSMO AM&T | 12.06 | 8 | 2 |
| 10 | Yang Ming Marine Transport Corporation | 10.95 | 8 | 2 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Taiwan Weighted Index | 4.33 | 9 | 1 |
| 2 | NASDAQ Composite Index | 3.27 | 8 | 2 |
| 3 | NASDAQ-100 Index | 3.22 | 8 | 2 |
| 4 | Nifty 50 Index | 2.58 | 8 | 2 |
| 5 | Jakarta Composite Index | 2.53 | 9 | 1 |
| 6 | Russell 2000 Index | 2.42 | 6 | 4 |
| 7 | KOSPI Index | 2.19 | 8 | 2 |
| 8 | Nikkei 225 | 1.87 | 7 | 3 |
| 9 | S&P 500 Index | 1.85 | 9 | 1 |
| 10 | Dow Jones Transportation Average | 1.22 | 4 | 6 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 10.84 | 9 | 1 |
| 2 | Direxion Daily Real Estate Bull 3X Shares | 10.36 | 7 | 3 |
| 3 | ProShares UltraPro QQQ | 9.55 | 8 | 2 |
| 4 | VanEck Semiconductor ETF | 6.59 | 8 | 2 |
| 5 | ProShares Ultra QQQ | 6.34 | 8 | 2 |
| 6 | ARK Next Generation Internet ETF | 6.04 | 7 | 3 |
| 7 | iShares Semiconductor ETF | 5.89 | 8 | 2 |
| 8 | SPDR S&P Semiconductor ETF | 5.75 | 9 | 1 |
| 9 | ARK Innovation ETF | 5.58 | 7 | 3 |
| 10 | First Trust NASDAQ Clean Edge Green Energy Index Fund | 5.46 | 8 | 2 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SuperRare | 150.73 | 2 | 3 |
| 2 | Unifi Protocol DAO | 19.33 | 1 | 4 |
| 3 | Bella Protocol | 17.20 | 1 | 4 |
| 4 | Aragon | 5.01 | 4 | 1 |
| 5 | Liquity USD | 1.08 | 4 | 1 |
| 6 | PAX Gold | 0.53 | 2 | 3 |
| 7 | Pax Dollar | 0.03 | 4 | 1 |
| 8 | Dai | 0.02 | 2 | 3 |
| 9 | USD Coin | 0.01 | 4 | 1 |
| 10 | TrueUSD | -0.01 | 4 | 1 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree International High D | 6.23 | 9 | 1 |
| 2 | Oats Futures (CBOT) | 3.99 | 8 | 2 |
| 3 | Natural Gas Futures (NYMEX) | 3.81 | 7 | 3 |
| 4 | E-mini Natural Gas Futures (NYMEX) | 3.80 | 7 | 3 |
| 5 | Corn Futures (CBOT) | 3.26 | 7 | 3 |
| 6 | Cocoa Futures (ICE US) | 3.24 | 4 | 6 |
| 7 | Heating Oil Futures (NYMEX) | 2.94 | 6 | 4 |
| 8 | Live Cattle Futures (CME) | 2.27 | 7 | 3 |
| 9 | Sugar #11 Futures (ICE US) | 2.27 | 7 | 3 |
| 10 | Orange Juice Futures (ICE US) | 1.86 | 6 | 4 |