Historical 10-Year 30-Day Period [Mar 23 - Apr 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 (Mar 23 – Apr 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 | EZCORP, Inc. | 15.57 | 9 | 1 |
| 2 | Ollie's Bargain Outlet | 14.14 | 8 | 2 |
| 3 | Simulations Plus, Inc. | 12.86 | 10 | 0 |
| 4 | ANI Pharmaceuticals, Inc. | 11.90 | 9 | 1 |
| 5 | Royal Gold | 11.73 | 8 | 2 |
| 6 | Addus HomeCare Corp. | 10.70 | 9 | 1 |
| 7 | Jack in the Box | 10.70 | 8 | 2 |
| 8 | Constellation Brands | 10.08 | 9 | 1 |
| 9 | Reinsurance Group of America | 10.07 | 8 | 2 |
| 10 | Marriott Vacations Worldwide | 9.43 | 8 | 2 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Seri Industrial S.p.A. | 14.12 | 8 | 2 |
| 2 | Halfords Group plc | 12.91 | 8 | 2 |
| 3 | Sunex S.A. | 12.77 | 9 | 1 |
| 4 | CCC S.A. | 11.65 | 8 | 2 |
| 5 | Evolution AB (publ) | 11.01 | 9 | 1 |
| 6 | Ambu A/S | 10.84 | 8 | 2 |
| 7 | Atende S.A. | 9.94 | 8 | 2 |
| 8 | MedCap AB (publ) | 9.85 | 8 | 2 |
| 9 | flatexDEGIRO AG | 9.67 | 8 | 2 |
| 10 | Garo Aktiebolag (publ) | 9.24 | 8 | 2 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree Physical Precious Metals | 999.99 | 8 | 2 |
| 2 | WisdomTree Physical Palladium | 999.99 | 7 | 3 |
| 3 | Fundely Co., Ltd. | 20.21 | 7 | 3 |
| 4 | JMACS Japan Co., Ltd. | 19.30 | 8 | 2 |
| 5 | S-Pool, Inc. | 17.35 | 7 | 3 |
| 6 | Tay Two Co., Ltd. | 15.91 | 8 | 2 |
| 7 | GMO internet, Inc. | 15.51 | 7 | 3 |
| 8 | Platz Co., Ltd. | 15.18 | 7 | 3 |
| 9 | Orvis Corporation | 13.69 | 7 | 3 |
| 10 | Lacto Japan Co., Ltd. | 13.66 | 7 | 3 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | CHERYONG ELECTRIC CO.,LTD. | 25.76 | 9 | 1 |
| 2 | HEG LTD. | 19.87 | 8 | 2 |
| 3 | HYUNDAI ROTEM | 18.56 | 8 | 2 |
| 4 | HANMI SEMICONDUCTOR CO., LTD. | 18.48 | 8 | 2 |
| 5 | ELECON ENGINEERING CO.LTD. | 18.37 | 9 | 1 |
| 6 | HYUNDAI ELEVATOR | 17.65 | 8 | 2 |
| 7 | IOL CHEMICALS & PHARMACEUTICAL | 17.00 | 8 | 2 |
| 8 | LS ELECTRIC | 16.37 | 9 | 1 |
| 9 | HIKAL LTD. | 16.03 | 9 | 1 |
| 10 | PHARMARESEARCH | 15.85 | 8 | 2 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Dow Jones Utility Average | 5.11 | 7 | 3 |
| 2 | Bovespa Index | 4.12 | 7 | 3 |
| 3 | S&P/TSX Composite Index | 3.70 | 7 | 3 |
| 4 | DAX Performance Index | 3.42 | 8 | 2 |
| 5 | Nifty 50 Index | 3.33 | 9 | 1 |
| 6 | Dow Jones Industrial Average | 3.31 | 7 | 3 |
| 7 | KOSPI Index | 3.03 | 6 | 4 |
| 8 | All Ordinaries Index | 2.99 | 8 | 2 |
| 9 | S&P/ASX 200 Index | 2.96 | 8 | 2 |
| 10 | CAC 40 Index | 2.92 | 8 | 2 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Gold Miners Index Bull 2X Shares | 24.51 | 8 | 2 |
| 2 | Direxion Daily S&P Oil & Gas Exp. & Prod. Bull 2X Shares | 18.48 | 7 | 3 |
| 3 | VanEck Gold Miners ETF | 11.01 | 8 | 2 |
| 4 | VanEck Junior Gold Miners ETF | 10.44 | 7 | 3 |
| 5 | ProShares UltraPro Dow30 | 9.82 | 7 | 3 |
| 6 | Direxion Daily S&P500 Bull 3X Shares | 8.52 | 7 | 3 |
| 7 | ProShares UltraPro S&P500 | 8.43 | 7 | 3 |
| 8 | SPDR S&P Oil & Gas Exploration & Production ETF | 7.25 | 7 | 3 |
| 9 | Global X MSCI Greece ETF | 7.24 | 9 | 1 |
| 10 | InfraCap MLP ETF | 7.06 | 7 | 3 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Dogecoin | 93.99 | 3 | 2 |
| 2 | Aergo | 63.60 | 4 | 1 |
| 3 | NKN | 59.55 | 1 | 4 |
| 4 | VeChain | 33.06 | 3 | 2 |
| 5 | Metal | 32.82 | 3 | 2 |
| 6 | FunFair | 29.55 | 1 | 4 |
| 7 | Velo | 29.02 | 3 | 2 |
| 8 | Komodo | 25.33 | 4 | 1 |
| 9 | Zilliqa | 24.62 | 3 | 2 |
| 10 | TRON | 24.22 | 3 | 2 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Cocoa Futures (ICE US) | 5.74 | 7 | 3 |
| 2 | Silver Futures (COMEX) | 5.24 | 7 | 3 |
| 3 | Natural Gas Futures (NYMEX) | 5.21 | 8 | 2 |
| 4 | E-mini Natural Gas Futures (NYMEX) | 5.19 | 8 | 2 |
| 5 | Platinum Futures (NYMEX) | 4.75 | 7 | 3 |
| 6 | Lean Hogs Futures (CME) | 4.57 | 8 | 2 |
| 7 | Palladium Futures (NYMEX) | 4.20 | 6 | 4 |
| 8 | RBOB Gasoline Futures (NYMEX) | 3.68 | 6 | 4 |
| 9 | Gold Futures (COMEX) | 3.61 | 7 | 3 |
| 10 | Micro Gold Futures (COMEX) | 3.55 | 7 | 3 |