Historical 10-Year 30-Day Period [Apr 12 - May 12] 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 12 – May 12) 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. | 16.58 | 10 | 0 |
| 2 | Artivion | 12.34 | 9 | 1 |
| 3 | Enviri Corporation | 11.97 | 8 | 2 |
| 4 | Perdoceo Education Corp. | 11.67 | 8 | 2 |
| 5 | World Acceptance Corporation | 11.57 | 8 | 2 |
| 6 | Upbound Group, Inc. | 10.49 | 8 | 2 |
| 7 | UFP Technologies, Inc. | 8.84 | 10 | 0 |
| 8 | Stride, Inc. | 7.79 | 8 | 2 |
| 9 | Arrowhead Pharmaceuticals | 7.66 | 8 | 2 |
| 10 | Bio-Techne | 7.33 | 8 | 2 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | CFI Holding S.A. | 18.60 | 2 | 8 |
| 2 | ALK-Abelló A/S | 11.95 | 8 | 2 |
| 3 | Hypoport SE | 11.70 | 9 | 1 |
| 4 | ArcticZymes Technologies ASA | 11.25 | 2 | 8 |
| 5 | Eckert & Ziegler SE | 10.75 | 9 | 1 |
| 6 | AQ Group AB (publ) | 10.45 | 9 | 1 |
| 7 | ASBISc Enterprises Plc | 9.07 | 9 | 1 |
| 8 | Soitec SA | 8.92 | 8 | 2 |
| 9 | Compagnie des Alpes SA | 8.89 | 8 | 2 |
| 10 | Rockwool A/S | 8.88 | 9 | 1 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Beauty Kadan Holdings Co., Ltd. | 17.02 | 9 | 1 |
| 2 | Sanyo Denki Co., Ltd. | 15.70 | 9 | 1 |
| 3 | Japan Engine Corporation | 15.11 | 9 | 1 |
| 4 | Oricon Inc. | 10.35 | 9 | 1 |
| 5 | Vision Inc. | 10.30 | 9 | 1 |
| 6 | Yamadai Corporation | 9.89 | 9 | 1 |
| 7 | Sinfonia Technology Co.,Ltd. | 9.85 | 9 | 1 |
| 8 | Chori Co., Ltd. | 9.66 | 9 | 1 |
| 9 | Sanko Marketing Foods Co., Ltd. | 9.65 | 9 | 1 |
| 10 | Tone Co., Ltd. | 9.58 | 9 | 1 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DOUBLEUGAMES | 10.91 | 7 | 3 |
| 2 | HANWHA ENGINE | 10.76 | 9 | 1 |
| 3 | LS ELECTRIC | 10.63 | 7 | 3 |
| 4 | IOL CHEMICALS & PHARMACEUTICAL | 10.55 | 7 | 3 |
| 5 | CHERYONG ELECTRIC CO.,LTD. | 10.34 | 8 | 2 |
| 6 | KYUNG DONG NAVIEN | 10.34 | 7 | 3 |
| 7 | ILJIN ELECTRIC | 10.29 | 9 | 1 |
| 8 | HYUNDAI ELEVATOR | 10.29 | 8 | 2 |
| 9 | CHONG QING BREWERY CO.LTD | 9.29 | 8 | 2 |
| 10 | COSMAX, INC. | 9.17 | 8 | 2 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 3.26 | 8 | 2 |
| 2 | Nikkei 225 | 2.74 | 6 | 4 |
| 3 | IBEX 35 Index | 1.77 | 6 | 4 |
| 4 | S&P/ASX 200 Index | 1.70 | 6 | 4 |
| 5 | All Ordinaries Index | 1.68 | 6 | 4 |
| 6 | CAC 40 Index | 1.47 | 5 | 5 |
| 7 | NASDAQ-100 Index | 1.42 | 6 | 4 |
| 8 | Bovespa Index | 1.41 | 8 | 2 |
| 9 | FTSE 100 Index | 1.37 | 6 | 4 |
| 10 | EURO STOXX 50 Index | 1.35 | 5 | 5 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | ProShares Short VIX Short-Term Futures ETF | 7.22 | 7 | 3 |
| 2 | ProShares Ultra Bloomberg Natural Gas | 5.93 | 7 | 3 |
| 3 | Global X MSCI Greece ETF | 4.71 | 7 | 3 |
| 4 | InfraCap MLP ETF | 4.57 | 6 | 4 |
| 5 | ProShares UltraPro QQQ | 4.27 | 6 | 4 |
| 6 | United States Natural Gas Fund, LP | 3.76 | 7 | 3 |
| 7 | Direxion Daily S&P Biotech Bear 3X Shares | 3.67 | 3 | 7 |
| 8 | ProShares Ultra QQQ | 2.79 | 6 | 4 |
| 9 | Global X MLP ETF | 2.77 | 6 | 4 |
| 10 | ProShares UltraShort Nasdaq Biotechnology | 2.47 | 3 | 7 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Dogecoin | 113.49 | 2 | 3 |
| 2 | Alpaca Finance | 93.91 | 2 | 3 |
| 3 | Ethereum Classic | 84.32 | 2 | 3 |
| 4 | Quickswap | 70.05 | 1 | 4 |
| 5 | Lido DAO | 52.80 | 2 | 3 |
| 6 | Smooth Love Potion | 46.01 | 2 | 3 |
| 7 | Tellor | 26.02 | 3 | 2 |
| 8 | Polygon | 22.09 | 1 | 4 |
| 9 | GateToken | 20.90 | 2 | 3 |
| 10 | Ethereum | 19.86 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Lean Hogs Futures (CME) | 13.29 | 10 | 0 |
| 2 | E-mini Natural Gas Futures (NYMEX) | 9.19 | 9 | 1 |
| 3 | Natural Gas Futures (NYMEX) | 9.19 | 9 | 1 |
| 4 | Random Length Lumber Futures | 6.07 | 5 | 5 |
| 5 | Rough Rice Futures (CBOT) | 5.04 | 8 | 2 |
| 6 | RBOB Gasoline Futures (NYMEX) | 3.91 | 6 | 4 |
| 7 | Cocoa Futures (ICE US) | 2.97 | 7 | 3 |
| 8 | Soybean Oil Futures (CBOT) | 2.75 | 4 | 6 |
| 9 | Oats Futures (CBOT) | 2.73 | 6 | 4 |
| 10 | Platinum Futures (NYMEX) | 2.68 | 7 | 3 |