Historical 10-Year 30-Day Period [Apr 20 - May 20] 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 20 – May 20) 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 | Celsius Holdings | 16.60 | 8 | 2 |
| 2 | Powell Industries, Inc. | 15.11 | 9 | 1 |
| 3 | SM Energy Company | 14.14 | 7 | 3 |
| 4 | Chord Energy | 11.84 | 8 | 2 |
| 5 | Green Brick Partners, Inc. | 11.70 | 7 | 3 |
| 6 | M/I Homes, Inc. | 11.12 | 8 | 2 |
| 7 | Nvidia | 11.08 | 7 | 3 |
| 8 | Upbound Group, Inc. | 10.96 | 8 | 2 |
| 9 | BioLife Solutions, Inc. | 10.78 | 7 | 3 |
| 10 | RadNet, Inc. | 10.74 | 7 | 3 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Stillfront Group AB (publ) | 15.63 | 9 | 1 |
| 2 | 11 bit studios S.A. | 13.15 | 8 | 2 |
| 3 | Eckert & Ziegler SE | 12.99 | 8 | 2 |
| 4 | Safilo Group S.p.A. | 12.15 | 8 | 2 |
| 5 | Hypoport SE | 11.69 | 8 | 2 |
| 6 | ALK-Abelló A/S | 11.49 | 8 | 2 |
| 7 | AddLife AB (publ) | 11.06 | 9 | 1 |
| 8 | Rockwool A/S | 10.28 | 9 | 1 |
| 9 | Wavestone SA | 9.83 | 9 | 1 |
| 10 | Fluidra, S.A. | 9.66 | 9 | 1 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Round One Corporation | 15.21 | 10 | 0 |
| 2 | ZIGExN Co., Ltd. | 14.88 | 9 | 1 |
| 3 | Fuva Brain Limited | 14.73 | 9 | 1 |
| 4 | Sanyo Denki Co., Ltd. | 12.68 | 9 | 1 |
| 5 | Vision Inc. | 12.45 | 9 | 1 |
| 6 | DTS Corporation | 11.93 | 10 | 0 |
| 7 | Daisue Construction Co., Ltd. | 11.85 | 10 | 0 |
| 8 | Kotobuki Spirits Co., Ltd. | 10.53 | 9 | 1 |
| 9 | BRUNO,Inc. | 10.22 | 9 | 1 |
| 10 | IHI Corporation | 9.51 | 9 | 1 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | TOPGLOV | 12.51 | 7 | 3 |
| 2 | CHINASOUTHCITY | 12.00 | 2 | 8 |
| 3 | Silicon Motion Technology Corpo | 9.21 | 7 | 3 |
| 4 | GUANGZHOU TINCI MA | 8.57 | 7 | 3 |
| 5 | TAL Education Group | 8.45 | 7 | 3 |
| 6 | LS | 8.08 | 8 | 2 |
| 7 | KYUNG DONG NAVIEN | 8.01 | 7 | 3 |
| 8 | HD KOREA SHIPBUILDING & OFFSHORE ENGINEERING | 7.86 | 7 | 3 |
| 9 | Micro-Star International Co., Ltd. | 7.81 | 9 | 1 |
| 10 | MICROPORT | 7.78 | 7 | 3 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 2.52 | 7 | 3 |
| 2 | Nikkei 225 | 2.13 | 6 | 4 |
| 3 | NASDAQ-100 Index | 1.93 | 6 | 4 |
| 4 | NASDAQ Composite Index | 1.93 | 6 | 4 |
| 5 | FTSE 100 Index | 1.37 | 6 | 4 |
| 6 | Hang Seng Index | 1.21 | 5 | 5 |
| 7 | IBEX 35 Index | 1.09 | 5 | 5 |
| 8 | Russell 2000 Index | 1.05 | 5 | 5 |
| 9 | All Ordinaries Index | 1.03 | 6 | 4 |
| 10 | S&P/ASX 200 Index | 1.00 | 6 | 4 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 9.43 | 6 | 4 |
| 2 | ProShares UltraPro QQQ | 6.56 | 6 | 4 |
| 3 | InfraCap MLP ETF | 6.09 | 6 | 4 |
| 4 | ProShares Ultra Bloomberg Natural Gas | 5.33 | 7 | 3 |
| 5 | SPDR S&P Semiconductor ETF | 4.47 | 6 | 4 |
| 6 | VanEck Semiconductor ETF | 4.11 | 6 | 4 |
| 7 | ProShares Ultra QQQ | 4.11 | 6 | 4 |
| 8 | iShares Semiconductor ETF | 4.08 | 6 | 4 |
| 9 | United States Natural Gas Fund, LP | 3.87 | 7 | 3 |
| 10 | Direxion Daily Real Estate Bear 3X Shares | 3.58 | 4 | 6 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Polygon | 61.62 | 1 | 4 |
| 2 | Shiba Inu | 59.43 | 2 | 3 |
| 3 | Quickswap | 57.09 | 1 | 4 |
| 4 | Alpaca Finance | 45.85 | 2 | 3 |
| 5 | Smooth Love Potion | 27.75 | 2 | 3 |
| 6 | SuperRare | 21.87 | 1 | 4 |
| 7 | Lido DAO | 21.19 | 3 | 2 |
| 8 | BakeryToken | 15.92 | 2 | 3 |
| 9 | Ethereum Classic | 8.29 | 2 | 3 |
| 10 | GateToken | 5.97 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | E-mini Natural Gas Futures (NYMEX) | 9.56 | 7 | 3 |
| 2 | Natural Gas Futures (NYMEX) | 9.56 | 7 | 3 |
| 3 | Lean Hogs Futures (CME) | 9.19 | 9 | 1 |
| 4 | RBOB Gasoline Futures (NYMEX) | 8.64 | 6 | 4 |
| 5 | Brent Crude Oil Futures (ICE) | 4.05 | 7 | 3 |
| 6 | Rough Rice Futures (CBOT) | 3.71 | 7 | 3 |
| 7 | Orange Juice Futures (ICE US) | 2.87 | 5 | 5 |
| 8 | Wheat Futures (CBOT) | 2.62 | 6 | 4 |
| 9 | Heating Oil Futures (NYMEX) | 2.24 | 6 | 4 |
| 10 | KC (Hard Red) Wheat Futures (KC) | 1.95 | 6 | 4 |