Historical 10-Year 30-Day Period [Apr 2 - May 2] 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 2 – May 2) 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 | Ellington Financial, Inc. | 15.41 | 7 | 3 |
| 2 | EZCORP, Inc. | 14.42 | 10 | 0 |
| 3 | BJ's Restaurants, Inc. | 12.99 | 8 | 2 |
| 4 | Sonic Automotive, Inc. | 12.16 | 8 | 2 |
| 5 | M/I Homes, Inc. | 10.75 | 7 | 3 |
| 6 | AutoNation | 10.49 | 9 | 1 |
| 7 | Meritage Homes Corporation | 10.47 | 8 | 2 |
| 8 | EQT Corporation | 10.42 | 7 | 3 |
| 9 | Ollie's Bargain Outlet | 10.40 | 9 | 1 |
| 10 | PROG Holdings, Inc. | 10.22 | 7 | 3 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Rainbow Tours S.A. | 17.77 | 8 | 2 |
| 2 | Sunex S.A. | 12.87 | 8 | 2 |
| 3 | Entain Plc | 11.85 | 8 | 2 |
| 4 | Odfjell SE | 11.04 | 8 | 2 |
| 5 | ERAMET S.A. | 10.62 | 8 | 2 |
| 6 | AQ Group AB (publ) | 10.07 | 9 | 1 |
| 7 | AddLife AB (publ) | 10.01 | 8 | 2 |
| 8 | Hypoport SE | 9.85 | 8 | 2 |
| 9 | DNO ASA | 9.42 | 8 | 2 |
| 10 | Decora S.A. | 9.40 | 8 | 2 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Sanyo Denki Co., Ltd. | 14.97 | 10 | 0 |
| 2 | Lacto Japan Co., Ltd. | 13.10 | 8 | 2 |
| 3 | GMO internet, Inc. | 11.94 | 8 | 2 |
| 4 | CL Holdings Inc. | 11.66 | 8 | 2 |
| 5 | Arealink Co., Ltd. | 10.91 | 8 | 2 |
| 6 | Interspace Co.,Ltd. | 10.23 | 8 | 2 |
| 7 | AZ-COM MARUWA Holdings Inc. | 9.03 | 8 | 2 |
| 8 | Japan Lifeline Co., Ltd. | 8.93 | 8 | 2 |
| 9 | SHIFT Inc. | 8.70 | 8 | 2 |
| 10 | WisdomTree Physical Precious Metals | 8.46 | 8 | 2 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | EQUINOX INDIA DEVELOPMENTS LIM | 18.67 | 7 | 3 |
| 2 | LS ELECTRIC | 16.30 | 8 | 2 |
| 3 | IOL CHEMICALS & PHARMACEUTICAL | 16.24 | 9 | 1 |
| 4 | COSMO AM&T | 15.84 | 8 | 2 |
| 5 | TCC STEEL | 13.92 | 8 | 2 |
| 6 | ELECON ENGINEERING CO.LTD. | 13.90 | 9 | 1 |
| 7 | HANWHA ENGINE | 13.37 | 9 | 1 |
| 8 | LS | 13.08 | 9 | 1 |
| 9 | Barito Pacific Tbk. | 13.02 | 9 | 1 |
| 10 | SEAH STEEL HOLDINGS CORPORATION | 12.56 | 9 | 1 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | VIX Volatility Index | 3.42 | 6 | 4 |
| 2 | Nifty 50 Index | 3.23 | 8 | 2 |
| 3 | DAX Performance Index | 2.45 | 8 | 2 |
| 4 | CAC 40 Index | 2.11 | 7 | 3 |
| 5 | IBEX 35 Index | 2.10 | 8 | 2 |
| 6 | KOSPI Index | 2.05 | 8 | 2 |
| 7 | Nikkei 225 | 1.96 | 7 | 3 |
| 8 | FTSE 100 Index | 1.93 | 7 | 3 |
| 9 | All Ordinaries Index | 1.82 | 8 | 2 |
| 10 | S&P/ASX 200 Index | 1.79 | 8 | 2 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Gold Miners Index Bull 2X Shares | 12.65 | 7 | 3 |
| 2 | Direxion Daily S&P Oil & Gas Exp. & Prod. Bull 2X Shares | 12.40 | 3 | 7 |
| 3 | Direxion Daily 20+ Year Treasury Bear 3X Shares | 6.64 | 7 | 3 |
| 4 | ProShares UltraShort Bloomberg Crude Oil | 6.60 | 4 | 6 |
| 5 | Global X MSCI Greece ETF | 5.08 | 9 | 1 |
| 6 | VanEck Gold Miners ETF | 4.96 | 7 | 3 |
| 7 | VanEck Junior Gold Miners ETF | 4.94 | 6 | 4 |
| 8 | ProShares UltraShort 20+ Year Treasury | 4.38 | 7 | 3 |
| 9 | SPDR S&P Oil & Gas Exploration & Production ETF | 4.01 | 3 | 7 |
| 10 | Teucrium Corn Fund | 2.94 | 7 | 3 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Alpaca Finance | 157.21 | 2 | 3 |
| 2 | Dogecoin | 111.64 | 2 | 3 |
| 3 | Smooth Love Potion | 100.28 | 2 | 3 |
| 4 | BakeryToken | 87.62 | 2 | 3 |
| 5 | Quickswap | 58.61 | 2 | 3 |
| 6 | NKN | 42.17 | 2 | 3 |
| 7 | BurgerCities | 30.22 | 2 | 3 |
| 8 | Ethereum Classic | 27.33 | 2 | 3 |
| 9 | Aergo | 26.02 | 1 | 4 |
| 10 | XRP | 25.74 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Lean Hogs Futures (CME) | 11.72 | 9 | 1 |
| 2 | Random Length Lumber Futures | 8.00 | 5 | 5 |
| 3 | E-mini Natural Gas Futures (NYMEX) | 6.80 | 8 | 2 |
| 4 | Natural Gas Futures (NYMEX) | 6.78 | 8 | 2 |
| 5 | Corn Futures (CBOT) | 5.28 | 7 | 3 |
| 6 | Rough Rice Futures (CBOT) | 4.52 | 7 | 3 |
| 7 | KC (Hard Red) Wheat Futures (KC) | 3.59 | 6 | 4 |
| 8 | Cotton #2 Futures (ICE US) | 3.00 | 6 | 4 |
| 9 | Wheat Futures (CBOT) | 2.78 | 6 | 4 |
| 10 | Oats Futures (CBOT) | 2.49 | 6 | 4 |