Historical 10-Year 30-Day Period [Apr 9 - May 9] 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 9 – May 9) 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 | Enviri Corporation | 13.90 | 8 | 2 |
| 2 | Artivion | 13.71 | 9 | 1 |
| 3 | Powell Industries, Inc. | 12.88 | 9 | 1 |
| 4 | PROG Holdings, Inc. | 12.24 | 8 | 2 |
| 5 | Perdoceo Education Corp. | 11.08 | 8 | 2 |
| 6 | BJ's Restaurants, Inc. | 10.28 | 8 | 2 |
| 7 | Sonic Automotive, Inc. | 10.27 | 9 | 1 |
| 8 | World Acceptance Corporation | 9.89 | 8 | 2 |
| 9 | NMI Holdings, Inc. | 9.69 | 8 | 2 |
| 10 | M/I Homes, Inc. | 9.19 | 8 | 2 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Halfords Group plc | 14.01 | 8 | 2 |
| 2 | CFI Holding S.A. | 13.66 | 3 | 7 |
| 3 | ALK-Abelló A/S | 11.77 | 8 | 2 |
| 4 | ASBISc Enterprises Plc | 10.81 | 8 | 2 |
| 5 | ArcticZymes Technologies ASA | 10.54 | 3 | 7 |
| 6 | AQ Group AB (publ) | 10.45 | 9 | 1 |
| 7 | Hypoport SE | 10.28 | 9 | 1 |
| 8 | Odfjell SE | 10.19 | 9 | 1 |
| 9 | Mitie Group plc | 10.19 | 8 | 2 |
| 10 | Ubisoft Entertainment SA | 10.16 | 8 | 2 |
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. | 16.74 | 9 | 1 |
| 3 | Lacto Japan Co., Ltd. | 15.67 | 9 | 1 |
| 4 | Synclayer Inc. | 12.52 | 9 | 1 |
| 5 | Arealink Co., Ltd. | 11.93 | 9 | 1 |
| 6 | Sugimoto & Co., Ltd. | 10.94 | 9 | 1 |
| 7 | Meiji Machine Co., Ltd. | 10.90 | 9 | 1 |
| 8 | Beauty Kadan Holdings Co., Ltd. | 10.75 | 9 | 1 |
| 9 | DMG Mori Co., Ltd. | 10.31 | 9 | 1 |
| 10 | Japan Aviation Electronics Industry, Limited | 10.21 | 9 | 1 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | HANWHA ENGINE | 15.45 | 9 | 1 |
| 2 | CHERYONG ELECTRIC CO.,LTD. | 15.06 | 7 | 3 |
| 3 | LS ELECTRIC | 14.21 | 7 | 3 |
| 4 | LS | 12.80 | 9 | 1 |
| 5 | ILJIN ELECTRIC | 11.14 | 10 | 0 |
| 6 | Evergreen Marine Corporation (Taiwan) Ltd. | 10.66 | 7 | 3 |
| 7 | SEAH STEEL HOLDINGS CORPORATION | 10.26 | 8 | 2 |
| 8 | HYUNDAI MERC MAR | 10.07 | 9 | 1 |
| 9 | DOOSAN | 9.78 | 7 | 3 |
| 10 | KCC CORPORATION | 9.76 | 10 | 0 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 3.79 | 9 | 1 |
| 2 | Nikkei 225 | 3.20 | 7 | 3 |
| 3 | KOSPI Index | 2.58 | 8 | 2 |
| 4 | IBEX 35 Index | 2.58 | 6 | 4 |
| 5 | CAC 40 Index | 2.41 | 7 | 3 |
| 6 | S&P/ASX 200 Index | 2.22 | 8 | 2 |
| 7 | All Ordinaries Index | 2.21 | 7 | 3 |
| 8 | EURO STOXX 50 Index | 2.15 | 9 | 1 |
| 9 | FTSE 100 Index | 1.90 | 6 | 4 |
| 10 | Taiwan Weighted Index | 1.68 | 5 | 5 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily S&P Oil & Gas Exp. & Prod. Bull 2X Shares | 9.86 | 6 | 4 |
| 2 | InfraCap MLP ETF | 6.15 | 6 | 4 |
| 3 | Direxion Daily 20+ Year Treasury Bear 3X Shares | 5.79 | 7 | 3 |
| 4 | Direxion Daily Gold Miners Index Bull 2X Shares | 5.58 | 6 | 4 |
| 5 | ProShares Ultra Bloomberg Natural Gas | 4.92 | 4 | 6 |
| 6 | ProShares Short VIX Short-Term Futures ETF | 4.49 | 8 | 2 |
| 7 | SPDR S&P Oil & Gas Exploration & Production ETF | 4.43 | 6 | 4 |
| 8 | Global X MSCI Greece ETF | 4.01 | 7 | 3 |
| 9 | ProShares UltraShort 20+ Year Treasury | 3.82 | 7 | 3 |
| 10 | Direxion Daily Technology Bull 3X Shares | 3.62 | 6 | 4 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Dogecoin | 180.78 | 2 | 3 |
| 2 | Alpaca Finance | 136.22 | 2 | 3 |
| 3 | Ethereum Classic | 106.04 | 2 | 3 |
| 4 | Lido DAO | 59.22 | 2 | 3 |
| 5 | Smooth Love Potion | 56.92 | 2 | 3 |
| 6 | BakeryToken | 50.95 | 2 | 3 |
| 7 | Cartesi | 34.31 | 3 | 2 |
| 8 | Monero | 21.07 | 2 | 3 |
| 9 | Maker | 21.05 | 2 | 3 |
| 10 | Bitcoin Cash | 19.25 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Lean Hogs Futures (CME) | 13.39 | 10 | 0 |
| 2 | Natural Gas Futures (NYMEX) | 7.37 | 7 | 3 |
| 3 | E-mini Natural Gas Futures (NYMEX) | 7.35 | 7 | 3 |
| 4 | Random Length Lumber Futures | 6.37 | 5 | 5 |
| 5 | Oats Futures (CBOT) | 5.07 | 6 | 4 |
| 6 | Rough Rice Futures (CBOT) | 4.89 | 7 | 3 |
| 7 | RBOB Gasoline Futures (NYMEX) | 4.51 | 6 | 4 |
| 8 | Corn Futures (CBOT) | 3.39 | 6 | 4 |
| 9 | Orange Juice Futures (ICE US) | 3.32 | 8 | 2 |
| 10 | KC (Hard Red) Wheat Futures (KC) | 2.86 | 6 | 4 |