Historical 10-Year 30-Day Period [Apr 15 - May 15] 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 15 – May 15) 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 | Powell Industries, Inc. | 15.95 | 10 | 0 |
| 2 | Celsius Holdings | 13.28 | 7 | 3 |
| 3 | Enviri Corporation | 12.34 | 9 | 1 |
| 4 | Upbound Group, Inc. | 12.12 | 8 | 2 |
| 5 | PROG Holdings, Inc. | 11.26 | 8 | 2 |
| 6 | World Acceptance Corporation | 11.19 | 8 | 2 |
| 7 | Perdoceo Education Corp. | 10.78 | 8 | 2 |
| 8 | Artivion | 10.70 | 7 | 3 |
| 9 | MarineMax, Inc. | 10.27 | 7 | 3 |
| 10 | Cytokinetics | 10.08 | 7 | 3 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Stillfront Group AB (publ) | 11.66 | 9 | 1 |
| 2 | ALK-Abelló A/S | 10.53 | 8 | 2 |
| 3 | SP Group A/S | 9.98 | 9 | 1 |
| 4 | Soitec SA | 9.76 | 8 | 2 |
| 5 | Dometic Group AB (publ) | 9.37 | 8 | 2 |
| 6 | Borussia Dortmund GmbH & Co. Kommanditgesellschaft auf Aktien | 9.36 | 9 | 1 |
| 7 | Ubisoft Entertainment SA | 9.31 | 8 | 2 |
| 8 | Eckert & Ziegler SE | 9.26 | 9 | 1 |
| 9 | Hypoport SE | 9.25 | 8 | 2 |
| 10 | Nordic Semiconductor ASA | 8.77 | 8 | 2 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Beauty Kadan Holdings Co., Ltd. | 19.28 | 9 | 1 |
| 2 | Round One Corporation | 13.10 | 9 | 1 |
| 3 | Sanko Marketing Foods Co., Ltd. | 12.49 | 8 | 2 |
| 4 | Sanyo Denki Co., Ltd. | 12.09 | 8 | 2 |
| 5 | ISB Corporation | 11.36 | 8 | 2 |
| 6 | Vision Inc. | 10.83 | 9 | 1 |
| 7 | CELSYS, Inc. | 10.76 | 8 | 2 |
| 8 | Pepper Food Service Co., Ltd. | 10.49 | 8 | 2 |
| 9 | Nippon Chemi-Con Corporation | 9.76 | 8 | 2 |
| 10 | Sinfonia Technology Co.,Ltd. | 9.73 | 8 | 2 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SKOCEANPLANT | 11.02 | 7 | 3 |
| 2 | HYUNDAI MERC MAR | 10.90 | 7 | 3 |
| 3 | DOUBLEUGAMES | 10.68 | 7 | 3 |
| 4 | SAMYANG FOOD | 10.25 | 8 | 2 |
| 5 | CHONG QING BREWERY CO.LTD | 9.90 | 7 | 3 |
| 6 | ILJIN ELECTRIC | 9.45 | 8 | 2 |
| 7 | HYUNDAI ELEVATOR | 8.53 | 8 | 2 |
| 8 | Unilever Indonesia Tbk | 7.87 | 7 | 3 |
| 9 | COSMAX, INC. | 7.05 | 7 | 3 |
| 10 | PENTA | 6.87 | 8 | 2 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 2.44 | 7 | 3 |
| 2 | IBEX 35 Index | 1.47 | 5 | 5 |
| 3 | NASDAQ-100 Index | 1.27 | 6 | 4 |
| 4 | Nikkei 225 | 1.22 | 5 | 5 |
| 5 | NASDAQ Composite Index | 1.20 | 6 | 4 |
| 6 | FTSE 100 Index | 1.10 | 6 | 4 |
| 7 | Bovespa Index | 1.08 | 7 | 3 |
| 8 | S&P/TSX Composite Index | 0.92 | 7 | 3 |
| 9 | CAC 40 Index | 0.87 | 5 | 5 |
| 10 | S&P 500 Index | 0.80 | 6 | 4 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 5.35 | 6 | 4 |
| 2 | ProShares Short VIX Short-Term Futures ETF | 5.24 | 6 | 4 |
| 3 | InfraCap MLP ETF | 5.16 | 6 | 4 |
| 4 | ProShares Ultra Bloomberg Natural Gas | 4.54 | 6 | 4 |
| 5 | Direxion Daily Gold Miners Index Bear 2X Shares | 4.36 | 6 | 4 |
| 6 | United States Natural Gas Fund, LP | 3.76 | 8 | 2 |
| 7 | ProShares UltraShort Nasdaq Biotechnology | 3.55 | 6 | 4 |
| 8 | ProShares UltraPro QQQ | 3.54 | 6 | 4 |
| 9 | Global X MSCI Greece ETF | 3.42 | 6 | 4 |
| 10 | Global X MLP ETF | 2.92 | 6 | 4 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Alpaca Finance | 127.09 | 2 | 3 |
| 2 | Quickswap | 61.06 | 2 | 3 |
| 3 | Lido DAO | 52.06 | 2 | 3 |
| 4 | Smooth Love Potion | 51.20 | 2 | 3 |
| 5 | Ethereum Classic | 46.31 | 2 | 3 |
| 6 | Dogecoin | 38.25 | 2 | 3 |
| 7 | BakeryToken | 30.62 | 3 | 2 |
| 8 | Tellor | 26.74 | 3 | 2 |
| 9 | GateToken | 24.78 | 2 | 3 |
| 10 | Lido Staked Ether | 14.67 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Lean Hogs Futures (CME) | 9.79 | 8 | 2 |
| 2 | Natural Gas Futures (NYMEX) | 9.51 | 10 | 0 |
| 3 | E-mini Natural Gas Futures (NYMEX) | 9.37 | 10 | 0 |
| 4 | Random Length Lumber Futures | 4.30 | 5 | 5 |
| 5 | Rough Rice Futures (CBOT) | 3.72 | 8 | 2 |
| 6 | Cocoa Futures (ICE US) | 3.61 | 7 | 3 |
| 7 | RBOB Gasoline Futures (NYMEX) | 3.32 | 6 | 4 |
| 8 | Crude Oil Futures (NYMEX) | 3.14 | 6 | 4 |
| 9 | E-mini Crude Oil Futures (NYMEX) | 3.10 | 6 | 4 |
| 10 | Soybean Oil Futures (CBOT) | 2.27 | 4 | 6 |