Historical 10-Year 30-Day Period [Apr 3 - May 3] 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 3 – May 3) 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 | SM Energy Company | 17.62 | 3 | 7 |
| 2 | BJ's Restaurants, Inc. | 15.68 | 9 | 1 |
| 3 | EZCORP, Inc. | 13.74 | 8 | 2 |
| 4 | Sonic Automotive, Inc. | 13.27 | 8 | 2 |
| 5 | Ollie's Bargain Outlet | 12.86 | 9 | 1 |
| 6 | RH | 12.85 | 8 | 2 |
| 7 | The Bancorp, Inc. | 12.65 | 8 | 2 |
| 8 | PROG Holdings, Inc. | 12.46 | 8 | 2 |
| 9 | Lantheus Holdings | 12.43 | 10 | 0 |
| 10 | M/I Homes, Inc. | 12.32 | 8 | 2 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Oxford Instruments plc | 11.87 | 9 | 1 |
| 2 | Entain Plc | 11.75 | 8 | 2 |
| 3 | Odfjell SE | 11.62 | 8 | 2 |
| 4 | CellaVision AB (publ) | 10.91 | 8 | 2 |
| 5 | AQ Group AB (publ) | 10.20 | 9 | 1 |
| 6 | Decora S.A. | 10.12 | 9 | 1 |
| 7 | Sunex S.A. | 9.78 | 8 | 2 |
| 8 | Wizz Air Holdings Plc | 9.77 | 9 | 1 |
| 9 | CTT Systems AB (publ) | 9.68 | 9 | 1 |
| 10 | Develia S.A. | 9.54 | 9 | 1 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree Nickel | 999.99 | 9 | 1 |
| 2 | Sanyo Denki Co., Ltd. | 14.51 | 10 | 0 |
| 3 | Lacto Japan Co., Ltd. | 14.47 | 8 | 2 |
| 4 | Japan Engine Corporation | 14.13 | 8 | 2 |
| 5 | CL Holdings Inc. | 11.87 | 8 | 2 |
| 6 | Arealink Co., Ltd. | 10.56 | 8 | 2 |
| 7 | ENDO Lighting Corporation | 10.42 | 8 | 2 |
| 8 | Apple International Co., Ltd. | 10.20 | 8 | 2 |
| 9 | Japan Lifeline Co., Ltd. | 10.13 | 9 | 1 |
| 10 | Interspace Co.,Ltd. | 9.59 | 8 | 2 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | LS ELECTRIC | 19.47 | 8 | 2 |
| 2 | HYUNDAI ROTEM | 19.01 | 8 | 2 |
| 3 | IOL CHEMICALS & PHARMACEUTICAL | 14.17 | 8 | 2 |
| 4 | LS | 14.07 | 9 | 1 |
| 5 | SEAH STEEL HOLDINGS CORPORATION | 14.04 | 10 | 0 |
| 6 | TCC STEEL | 13.12 | 8 | 2 |
| 7 | ELECON ENGINEERING CO.LTD. | 12.63 | 8 | 2 |
| 8 | HANWHA ENGINE | 12.42 | 9 | 1 |
| 9 | ILJIN ELECTRIC | 11.92 | 10 | 0 |
| 10 | TECHWING, INC. | 11.14 | 8 | 2 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Nifty 50 Index | 3.43 | 8 | 2 |
| 2 | DAX Performance Index | 3.07 | 8 | 2 |
| 3 | CAC 40 Index | 2.44 | 8 | 2 |
| 4 | FTSE 100 Index | 2.32 | 8 | 2 |
| 5 | KOSPI Index | 2.19 | 8 | 2 |
| 6 | IBEX 35 Index | 2.14 | 6 | 4 |
| 7 | Nikkei 225 | 2.03 | 6 | 4 |
| 8 | All Ordinaries Index | 2.01 | 8 | 2 |
| 9 | S&P/ASX 200 Index | 1.96 | 8 | 2 |
| 10 | Bovespa Index | 1.92 | 7 | 3 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Gold Miners Index Bull 2X Shares | 11.53 | 7 | 3 |
| 2 | Direxion Daily S&P Oil & Gas Exp. & Prod. Bull 2X Shares | 10.34 | 3 | 7 |
| 3 | Direxion Daily 20+ Year Treasury Bear 3X Shares | 7.30 | 7 | 3 |
| 4 | Global X MSCI Greece ETF | 5.40 | 9 | 1 |
| 5 | Global X MLP ETF | 5.01 | 4 | 6 |
| 6 | ProShares UltraShort 20+ Year Treasury | 4.82 | 8 | 2 |
| 7 | VanEck Gold Miners ETF | 4.59 | 7 | 3 |
| 8 | Direxion Daily Small Cap Bull 3X Shares | 4.59 | 7 | 3 |
| 9 | InfraCap MLP ETF | 4.30 | 4 | 6 |
| 10 | Direxion Daily S&P500 Bull 3X Shares | 4.14 | 7 | 3 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Alpaca Finance | 166.16 | 2 | 3 |
| 2 | BakeryToken | 127.27 | 2 | 3 |
| 3 | Quickswap | 108.26 | 1 | 4 |
| 4 | Dogecoin | 106.52 | 2 | 3 |
| 5 | Smooth Love Potion | 104.59 | 2 | 3 |
| 6 | BurgerCities | 62.75 | 2 | 3 |
| 7 | Ethereum Classic | 34.06 | 2 | 3 |
| 8 | OKB | 33.50 | 3 | 2 |
| 9 | Aergo | 30.56 | 1 | 4 |
| 10 | Bitcoin Gold | 27.28 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Lean Hogs Futures (CME) | 13.75 | 9 | 1 |
| 2 | Random Length Lumber Futures | 8.15 | 5 | 5 |
| 3 | E-mini Natural Gas Futures (NYMEX) | 6.75 | 8 | 2 |
| 4 | Natural Gas Futures (NYMEX) | 6.75 | 8 | 2 |
| 5 | Corn Futures (CBOT) | 5.04 | 6 | 4 |
| 6 | Cotton #2 Futures (ICE US) | 4.42 | 7 | 3 |
| 7 | Rough Rice Futures (CBOT) | 3.86 | 7 | 3 |
| 8 | KC (Hard Red) Wheat Futures (KC) | 2.92 | 6 | 4 |
| 9 | Oats Futures (CBOT) | 2.67 | 7 | 3 |
| 10 | S&P Composite 1500 ESG Tilted I | 2.58 | 6 | 4 |