Historical 10-Year 30-Day Period [Apr 13 - May 13] 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 13 – May 13) 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 | Powell Industries, Inc. | 16.75 | 10 | 0 |
| 2 | Perdoceo Education Corp. | 10.65 | 8 | 2 |
| 3 | Adtalem Global Education | 10.60 | 7 | 3 |
| 4 | Artivion | 10.39 | 9 | 1 |
| 5 | Enviri Corporation | 10.36 | 8 | 2 |
| 6 | Upbound Group, Inc. | 10.23 | 7 | 3 |
| 7 | PROG Holdings, Inc. | 10.18 | 7 | 3 |
| 8 | World Acceptance Corporation | 9.81 | 8 | 2 |
| 9 | Encore Capital Group, Inc. | 9.36 | 7 | 3 |
| 10 | Fox Factory | 8.53 | 7 | 3 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | ALK-Abelló A/S | 11.62 | 8 | 2 |
| 2 | AQ Group AB (publ) | 10.22 | 9 | 1 |
| 3 | Mitie Group plc | 9.95 | 8 | 2 |
| 4 | Hypoport SE | 9.72 | 9 | 1 |
| 5 | SP Group A/S | 9.67 | 8 | 2 |
| 6 | Borussia Dortmund GmbH & Co. Kommanditgesellschaft auf Aktien | 9.38 | 8 | 2 |
| 7 | Premier Foods plc | 8.90 | 8 | 2 |
| 8 | Fluidra, S.A. | 8.60 | 8 | 2 |
| 9 | Soitec SA | 8.50 | 8 | 2 |
| 10 | Eckert & Ziegler SE | 8.35 | 9 | 1 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Beauty Kadan Holdings Co., Ltd. | 19.76 | 9 | 1 |
| 2 | Japan Engine Corporation | 14.75 | 9 | 1 |
| 3 | Sanyo Denki Co., Ltd. | 14.74 | 9 | 1 |
| 4 | nms Holdings Corporation | 13.61 | 8 | 2 |
| 5 | Palma Co., Ltd. | 13.51 | 8 | 2 |
| 6 | ISB Corporation | 13.45 | 8 | 2 |
| 7 | Sanko Marketing Foods Co., Ltd. | 13.07 | 8 | 2 |
| 8 | IK HOLDINGS Co.,Ltd. | 12.81 | 8 | 2 |
| 9 | Round One Corporation | 12.54 | 8 | 2 |
| 10 | Lacto Japan Co., Ltd. | 12.40 | 9 | 1 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DOUBLEUGAMES | 11.77 | 8 | 2 |
| 2 | LS ELECTRIC | 10.18 | 7 | 3 |
| 3 | ILJIN ELECTRIC | 9.93 | 8 | 2 |
| 4 | KYUNG DONG NAVIEN | 9.49 | 7 | 3 |
| 5 | CHERYONG ELECTRIC CO.,LTD. | 8.74 | 8 | 2 |
| 6 | CHONG QING BREWERY CO.LTD | 8.66 | 8 | 2 |
| 7 | HANWHA ENGINE | 8.66 | 7 | 3 |
| 8 | LOTTE CORPORATION | 8.39 | 7 | 3 |
| 9 | LS | 8.26 | 9 | 1 |
| 10 | HYUNDAI ELEVATOR | 7.90 | 8 | 2 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 2.98 | 7 | 3 |
| 2 | Nikkei 225 | 2.23 | 6 | 4 |
| 3 | IBEX 35 Index | 1.59 | 5 | 5 |
| 4 | Bovespa Index | 1.38 | 8 | 2 |
| 5 | FTSE 100 Index | 1.27 | 6 | 4 |
| 6 | S&P/ASX 200 Index | 1.13 | 6 | 4 |
| 7 | CAC 40 Index | 1.11 | 5 | 5 |
| 8 | All Ordinaries Index | 1.10 | 6 | 4 |
| 9 | EURO STOXX 50 Index | 1.08 | 4 | 6 |
| 10 | S&P/TSX Composite Index | 0.92 | 6 | 4 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily S&P Biotech Bear 3X Shares | 6.56 | 4 | 6 |
| 2 | ProShares Short VIX Short-Term Futures ETF | 5.65 | 7 | 3 |
| 3 | InfraCap MLP ETF | 4.43 | 6 | 4 |
| 4 | Global X MSCI Greece ETF | 4.04 | 6 | 4 |
| 5 | ProShares Ultra Bloomberg Natural Gas | 3.07 | 7 | 3 |
| 6 | United States Natural Gas Fund, LP | 2.35 | 7 | 3 |
| 7 | ProShares UltraPro QQQ | 2.33 | 6 | 4 |
| 8 | Direxion Daily 20+ Year Treasury Bear 3X Shares | 2.26 | 7 | 3 |
| 9 | Global X MLP ETF | 2.24 | 6 | 4 |
| 10 | Direxion Daily Financial Bull 3X Shares | 2.16 | 7 | 3 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Alpaca Finance | 131.58 | 2 | 3 |
| 2 | Dogecoin | 57.67 | 2 | 3 |
| 3 | Ethereum Classic | 50.95 | 3 | 2 |
| 4 | Quickswap | 45.45 | 2 | 3 |
| 5 | Lido DAO | 39.97 | 2 | 3 |
| 6 | Tellor | 34.99 | 3 | 2 |
| 7 | GateToken | 34.27 | 2 | 3 |
| 8 | Smooth Love Potion | 31.29 | 2 | 3 |
| 9 | BakeryToken | 21.49 | 3 | 2 |
| 10 | Lido Staked Ether | 16.97 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Lean Hogs Futures (CME) | 13.17 | 10 | 0 |
| 2 | E-mini Natural Gas Futures (NYMEX) | 8.04 | 8 | 2 |
| 3 | Natural Gas Futures (NYMEX) | 8.03 | 8 | 2 |
| 4 | Rough Rice Futures (CBOT) | 5.49 | 8 | 2 |
| 5 | Random Length Lumber Futures | 4.87 | 5 | 5 |
| 6 | RBOB Gasoline Futures (NYMEX) | 3.49 | 6 | 4 |
| 7 | Cocoa Futures (ICE US) | 3.02 | 7 | 3 |
| 8 | Oats Futures (CBOT) | 2.71 | 6 | 4 |
| 9 | Soybean Oil Futures (CBOT) | 2.25 | 4 | 6 |
| 10 | Corn Futures (CBOT) | 2.01 | 5 | 5 |