Historical 10-Year 30-Day Period [Apr 18 - May 18] 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 18 – May 18) 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. | 14.86 | 9 | 1 |
| 2 | Celsius Holdings | 14.29 | 7 | 3 |
| 3 | Upbound Group, Inc. | 11.66 | 7 | 3 |
| 4 | PROG Holdings, Inc. | 11.04 | 8 | 2 |
| 5 | Enviri Corporation | 10.88 | 8 | 2 |
| 6 | Artivion | 10.77 | 8 | 2 |
| 7 | World Acceptance Corporation | 10.55 | 7 | 3 |
| 8 | Perdoceo Education Corp. | 10.07 | 8 | 2 |
| 9 | MarineMax, Inc. | 9.99 | 7 | 3 |
| 10 | Bristow Group Inc. | 9.63 | 7 | 3 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Stillfront Group AB (publ) | 14.59 | 9 | 1 |
| 2 | Eckert & Ziegler SE | 12.87 | 8 | 2 |
| 3 | ALK-Abelló A/S | 11.89 | 8 | 2 |
| 4 | AddLife AB (publ) | 9.68 | 8 | 2 |
| 5 | Rainbow Tours S.A. | 8.92 | 8 | 2 |
| 6 | SP Group A/S | 8.72 | 9 | 1 |
| 7 | Wavestone SA | 8.47 | 9 | 1 |
| 8 | DBV Technologies S.A. | 8.31 | 8 | 2 |
| 9 | Rockwool A/S | 8.23 | 9 | 1 |
| 10 | Grifols, S.A. | 7.83 | 8 | 2 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree Nickel | 999.99 | 8 | 2 |
| 2 | G Three Holdings Corporation | 21.97 | 8 | 2 |
| 3 | ZIGExN Co., Ltd. | 14.83 | 8 | 2 |
| 4 | ISB Corporation | 14.12 | 8 | 2 |
| 5 | Fuva Brain Limited | 13.73 | 8 | 2 |
| 6 | MEC Company Ltd. | 13.14 | 8 | 2 |
| 7 | Round One Corporation | 12.92 | 10 | 0 |
| 8 | Vision Inc. | 12.35 | 8 | 2 |
| 9 | J Trust Co., Ltd. | 12.24 | 8 | 2 |
| 10 | Sanyo Denki Co., Ltd. | 12.12 | 9 | 1 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SAMYANG FOOD | 12.52 | 7 | 3 |
| 2 | KYUNG DONG NAVIEN | 9.84 | 7 | 3 |
| 3 | CHONG QING BREWERY CO.LTD | 8.69 | 7 | 3 |
| 4 | HYUNDAI MERC MAR | 8.56 | 7 | 3 |
| 5 | ANHUI GUJING DISTL | 8.00 | 7 | 3 |
| 6 | LS | 7.92 | 7 | 3 |
| 7 | CHUNLI MEDICAL | 7.51 | 7 | 3 |
| 8 | CONSUN PHARMA | 7.38 | 8 | 2 |
| 9 | MAYINGLONG PHARMACEUTICAL GP CO | 6.59 | 8 | 2 |
| 10 | CHANGCHUN HIGH-TEC | 6.36 | 7 | 3 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 2.29 | 7 | 3 |
| 2 | Nikkei 225 | 1.87 | 7 | 3 |
| 3 | FTSE 100 Index | 1.56 | 6 | 4 |
| 4 | NASDAQ Composite Index | 1.38 | 6 | 4 |
| 5 | IBEX 35 Index | 1.33 | 5 | 5 |
| 6 | NASDAQ-100 Index | 1.32 | 6 | 4 |
| 7 | Hang Seng Index | 1.01 | 4 | 6 |
| 8 | S&P/ASX 200 Index | 0.91 | 5 | 5 |
| 9 | All Ordinaries Index | 0.90 | 5 | 5 |
| 10 | Russell 2000 Index | 0.89 | 4 | 6 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 6.84 | 6 | 4 |
| 2 | Direxion Daily S&P Oil & Gas Exp. & Prod. Bull 2X Shares | 6.58 | 6 | 4 |
| 3 | InfraCap MLP ETF | 5.51 | 6 | 4 |
| 4 | ProShares Ultra Bloomberg Natural Gas | 4.27 | 6 | 4 |
| 5 | ProShares UltraPro QQQ | 4.11 | 6 | 4 |
| 6 | SPDR S&P Oil & Gas Exploration & Production ETF | 3.50 | 6 | 4 |
| 7 | United States Natural Gas Fund, LP | 3.43 | 6 | 4 |
| 8 | Global X MLP ETF | 3.30 | 7 | 3 |
| 9 | ProShares Ultra QQQ | 2.68 | 6 | 4 |
| 10 | KraneShares CSI China Internet ETF | 2.47 | 6 | 4 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Shiba Inu | 130.47 | 3 | 2 |
| 2 | Alpaca Finance | 122.66 | 2 | 3 |
| 3 | Smooth Love Potion | 97.12 | 2 | 3 |
| 4 | BakeryToken | 65.07 | 3 | 2 |
| 5 | Polygon | 61.72 | 2 | 3 |
| 6 | Quickswap | 51.35 | 1 | 4 |
| 7 | Lido DAO | 37.59 | 2 | 3 |
| 8 | Ethereum Classic | 22.52 | 3 | 2 |
| 9 | GateToken | 22.25 | 2 | 3 |
| 10 | Tellor | 12.50 | 3 | 2 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Lean Hogs Futures (CME) | 10.93 | 9 | 1 |
| 2 | Natural Gas Futures (NYMEX) | 8.54 | 8 | 2 |
| 3 | E-mini Natural Gas Futures (NYMEX) | 8.52 | 8 | 2 |
| 4 | E-mini Crude Oil Futures (NYMEX) | 7.09 | 5 | 5 |
| 5 | Crude Oil Futures (NYMEX) | 7.09 | 5 | 5 |
| 6 | RBOB Gasoline Futures (NYMEX) | 6.40 | 6 | 4 |
| 7 | Rough Rice Futures (CBOT) | 4.11 | 7 | 3 |
| 8 | Wheat Futures (CBOT) | 3.40 | 7 | 3 |
| 9 | KC (Hard Red) Wheat Futures (KC) | 3.12 | 7 | 3 |
| 10 | Brent Crude Oil Futures (ICE) | 2.03 | 5 | 5 |