Historical 10-Year 30-Day Period [Mar 21 - Apr 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 (Mar 21 – Apr 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 | Ollie's Bargain Outlet | 15.02 | 9 | 1 |
| 2 | EZCORP, Inc. | 13.28 | 8 | 2 |
| 3 | Royal Gold | 12.86 | 9 | 1 |
| 4 | Wingstop | 11.73 | 8 | 2 |
| 5 | Newmont | 10.79 | 8 | 2 |
| 6 | Barnes Group, Inc. | 10.25 | 8 | 2 |
| 7 | PG&E Corporation | 9.74 | 9 | 1 |
| 8 | KBR | 9.12 | 8 | 2 |
| 9 | Reinsurance Group of America | 8.78 | 8 | 2 |
| 10 | Constellation Brands | 8.72 | 9 | 1 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | EnQuest PLC | 15.09 | 8 | 2 |
| 2 | Tullow Oil plc | 14.66 | 8 | 2 |
| 3 | Nemetschek SE | 13.07 | 8 | 2 |
| 4 | Entain Plc | 12.76 | 8 | 2 |
| 5 | Atende S.A. | 11.53 | 8 | 2 |
| 6 | Lagardere SA | 10.80 | 8 | 2 |
| 7 | Sunex S.A. | 10.61 | 9 | 1 |
| 8 | CCC S.A. | 9.71 | 8 | 2 |
| 9 | Eurocash S.A. | 9.70 | 8 | 2 |
| 10 | Unimot S.A. | 9.54 | 9 | 1 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Tri Chemical Laboratories Inc. | 19.37 | 8 | 2 |
| 2 | JMACS Japan Co., Ltd. | 18.44 | 7 | 3 |
| 3 | S-Pool, Inc. | 18.34 | 7 | 3 |
| 4 | Fundely Co., Ltd. | 16.51 | 7 | 3 |
| 5 | Tay Two Co., Ltd. | 16.32 | 7 | 3 |
| 6 | Tokyo Koki Co. Ltd. | 13.21 | 7 | 3 |
| 7 | Platz Co., Ltd. | 11.42 | 7 | 3 |
| 8 | Lacto Japan Co., Ltd. | 11.40 | 8 | 2 |
| 9 | BEAUTY GARAGE Inc. | 11.07 | 7 | 3 |
| 10 | Mizuho Medy Co.,Ltd. | 11.00 | 7 | 3 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | CHERYONG ELECTRIC CO.,LTD. | 24.20 | 9 | 1 |
| 2 | HYUNDAI ELEVATOR | 17.12 | 8 | 2 |
| 3 | HANMI SEMICONDUCTOR CO., LTD. | 16.19 | 9 | 1 |
| 4 | VT | 15.42 | 10 | 0 |
| 5 | PHARMARESEARCH | 14.91 | 8 | 2 |
| 6 | HEG LTD. | 13.92 | 8 | 2 |
| 7 | ELECON ENGINEERING CO.LTD. | 13.62 | 9 | 1 |
| 8 | SSY GROUP | 13.58 | 9 | 1 |
| 9 | HANWHA ENGINE | 12.24 | 8 | 2 |
| 10 | HIKAL LTD. | 11.94 | 9 | 1 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Dow Jones Utility Average | 5.60 | 9 | 1 |
| 2 | DAX Performance Index | 3.01 | 7 | 3 |
| 3 | S&P/TSX Composite Index | 2.86 | 7 | 3 |
| 4 | Dow Jones Industrial Average | 2.81 | 6 | 4 |
| 5 | NASDAQ-100 Index | 2.66 | 6 | 4 |
| 6 | S&P/ASX 200 Index | 2.62 | 7 | 3 |
| 7 | All Ordinaries Index | 2.62 | 7 | 3 |
| 8 | S&P 500 Index | 2.61 | 6 | 4 |
| 9 | KOSPI Index | 2.53 | 7 | 3 |
| 10 | FTSE 100 Index | 2.42 | 8 | 2 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Gold Miners Index Bull 2X Shares | 23.66 | 9 | 1 |
| 2 | VanEck Gold Miners ETF | 11.00 | 9 | 1 |
| 3 | VanEck Junior Gold Miners ETF | 10.54 | 8 | 2 |
| 4 | Direxion Daily Real Estate Bull 3X Shares | 9.72 | 7 | 3 |
| 5 | Direxion Daily S&P Oil & Gas Exp. & Prod. Bull 2X Shares | 8.63 | 7 | 3 |
| 6 | ProShares UltraPro Dow30 | 8.31 | 6 | 4 |
| 7 | ProShares UltraPro QQQ | 7.87 | 6 | 4 |
| 8 | Global X MSCI Greece ETF | 6.17 | 9 | 1 |
| 9 | Direxion Daily Technology Bull 3X Shares | 5.91 | 6 | 4 |
| 10 | abrdn Physical Silver Shares ETF | 5.89 | 6 | 4 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Dogecoin | 128.06 | 4 | 1 |
| 2 | Aergo | 68.94 | 4 | 1 |
| 3 | Metal | 43.32 | 4 | 1 |
| 4 | FunFair | 34.80 | 2 | 3 |
| 5 | Qtum | 33.42 | 1 | 4 |
| 6 | Cartesi | 32.49 | 3 | 2 |
| 7 | NKN | 31.40 | 3 | 2 |
| 8 | VeChain | 31.30 | 3 | 2 |
| 9 | Ethereum Classic | 30.09 | 1 | 4 |
| 10 | Neo | 28.43 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Cocoa Futures (ICE US) | 7.12 | 7 | 3 |
| 2 | Silver Futures (COMEX) | 6.19 | 7 | 3 |
| 3 | Natural Gas Futures (NYMEX) | 5.07 | 7 | 3 |
| 4 | E-mini Natural Gas Futures (NYMEX) | 5.07 | 7 | 3 |
| 5 | Palladium Futures (NYMEX) | 4.57 | 6 | 4 |
| 6 | Gold Futures (COMEX) | 4.22 | 9 | 1 |
| 7 | Lean Hogs Futures (CME) | 4.22 | 8 | 2 |
| 8 | Micro Gold Futures (COMEX) | 4.15 | 9 | 1 |
| 9 | Platinum Futures (NYMEX) | 4.06 | 6 | 4 |
| 10 | RBOB Gasoline Futures (NYMEX) | 3.41 | 7 | 3 |