Historical 10-Year 30-Day Period [Apr 17 - May 17] 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 17 – May 17) 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. | 16.17 | 10 | 0 |
| 2 | Celsius Holdings | 13.49 | 7 | 3 |
| 3 | Enviri Corporation | 12.13 | 9 | 1 |
| 4 | Artivion | 11.87 | 8 | 2 |
| 5 | Upbound Group, Inc. | 11.63 | 8 | 2 |
| 6 | Perdoceo Education Corp. | 10.65 | 8 | 2 |
| 7 | Advanced Micro Devices | 10.40 | 7 | 3 |
| 8 | PROG Holdings, Inc. | 10.25 | 7 | 3 |
| 9 | World Acceptance Corporation | 9.90 | 8 | 2 |
| 10 | Cytokinetics | 9.90 | 7 | 3 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | CFI Holding S.A. | 21.83 | 2 | 8 |
| 2 | Stillfront Group AB (publ) | 14.03 | 8 | 2 |
| 3 | Eckert & Ziegler SE | 11.74 | 8 | 2 |
| 4 | ALK-Abelló A/S | 10.43 | 8 | 2 |
| 5 | Rainbow Tours S.A. | 9.85 | 8 | 2 |
| 6 | SP Group A/S | 9.68 | 9 | 1 |
| 7 | AddLife AB (publ) | 9.28 | 8 | 2 |
| 8 | Mitie Group plc | 9.21 | 8 | 2 |
| 9 | Soitec SA | 9.14 | 8 | 2 |
| 10 | Rockwool A/S | 8.10 | 9 | 1 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree Nickel | 999.99 | 8 | 2 |
| 2 | Beauty Kadan Holdings Co., Ltd. | 68.07 | 9 | 1 |
| 3 | Round One Corporation | 14.05 | 10 | 0 |
| 4 | ZIGExN Co., Ltd. | 13.80 | 9 | 1 |
| 5 | CELSYS, Inc. | 13.03 | 8 | 2 |
| 6 | J Trust Co., Ltd. | 12.40 | 9 | 1 |
| 7 | Sanyo Denki Co., Ltd. | 11.96 | 8 | 2 |
| 8 | ISB Corporation | 11.94 | 8 | 2 |
| 9 | Bengo4.com,Inc. | 11.81 | 8 | 2 |
| 10 | Meiko Electronics Co., Ltd. | 10.82 | 8 | 2 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | CHONG QING BREWERY CO.LTD | 10.63 | 7 | 3 |
| 2 | CHINASOUTHCITY | 10.51 | 1 | 9 |
| 3 | SAMYANG FOOD | 9.75 | 8 | 2 |
| 4 | HYUNDAI MERC MAR | 9.36 | 7 | 3 |
| 5 | KYUNG DONG NAVIEN | 8.78 | 7 | 3 |
| 6 | SHANXI XINGHUACUN FENWINE FACTO | 7.81 | 7 | 3 |
| 7 | YOUNGONE CORPORATION | 7.76 | 8 | 2 |
| 8 | CHUNLI MEDICAL | 7.61 | 7 | 3 |
| 9 | GUANGDONG HAID GRP | 7.56 | 9 | 1 |
| 10 | ILJIN ELECTRIC | 7.54 | 8 | 2 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 2.43 | 6 | 4 |
| 2 | NASDAQ-100 Index | 1.60 | 6 | 4 |
| 3 | NASDAQ Composite Index | 1.55 | 6 | 4 |
| 4 | Nikkei 225 | 1.51 | 6 | 4 |
| 5 | FTSE 100 Index | 1.45 | 6 | 4 |
| 6 | IBEX 35 Index | 1.45 | 5 | 5 |
| 7 | S&P/ASX 200 Index | 0.93 | 5 | 5 |
| 8 | S&P 500 Index | 0.91 | 4 | 6 |
| 9 | All Ordinaries Index | 0.88 | 5 | 5 |
| 10 | Russell 2000 Index | 0.86 | 5 | 5 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 7.52 | 6 | 4 |
| 2 | ProShares Short VIX Short-Term Futures ETF | 5.41 | 6 | 4 |
| 3 | InfraCap MLP ETF | 5.30 | 6 | 4 |
| 4 | ProShares UltraPro QQQ | 5.08 | 6 | 4 |
| 5 | ProShares Ultra QQQ | 3.27 | 6 | 4 |
| 6 | Global X MLP ETF | 3.12 | 7 | 3 |
| 7 | Global X MSCI Greece ETF | 2.86 | 6 | 4 |
| 8 | Direxion Daily Financial Bull 3X Shares | 2.74 | 7 | 3 |
| 9 | ProShares Ultra Bloomberg Natural Gas | 2.70 | 6 | 4 |
| 10 | Direxion Daily Gold Miners Index Bear 2X Shares | 2.66 | 6 | 4 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Shiba Inu | 153.69 | 3 | 2 |
| 2 | Alpaca Finance | 95.91 | 2 | 3 |
| 3 | Quickswap | 59.99 | 1 | 4 |
| 4 | BakeryToken | 58.20 | 3 | 2 |
| 5 | Smooth Love Potion | 54.28 | 2 | 3 |
| 6 | Polygon | 49.99 | 2 | 3 |
| 7 | Lido DAO | 35.17 | 2 | 3 |
| 8 | Ethereum Classic | 23.44 | 3 | 2 |
| 9 | GateToken | 22.85 | 2 | 3 |
| 10 | Tellor | 16.10 | 3 | 2 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Lean Hogs Futures (CME) | 15.51 | 10 | 0 |
| 2 | E-mini Natural Gas Futures (NYMEX) | 8.27 | 9 | 1 |
| 3 | Natural Gas Futures (NYMEX) | 8.27 | 9 | 1 |
| 4 | Crude Oil Futures (NYMEX) | 6.82 | 5 | 5 |
| 5 | E-mini Crude Oil Futures (NYMEX) | 6.82 | 5 | 5 |
| 6 | RBOB Gasoline Futures (NYMEX) | 5.86 | 7 | 3 |
| 7 | Wheat Futures (CBOT) | 4.57 | 7 | 3 |
| 8 | Rough Rice Futures (CBOT) | 4.14 | 8 | 2 |
| 9 | KC (Hard Red) Wheat Futures (KC) | 3.65 | 6 | 4 |
| 10 | Brent Crude Oil Futures (ICE) | 2.00 | 6 | 4 |