Historical 10-Year 30-Day Period [Apr 21 - May 21] 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 21 – May 21) 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 | 18.24 | 8 | 2 |
| 2 | Powell Industries, Inc. | 16.97 | 8 | 2 |
| 3 | Sarepta Therapeutics | 13.52 | 8 | 2 |
| 4 | Advanced Micro Devices | 13.40 | 7 | 3 |
| 5 | Nvidia | 13.38 | 7 | 3 |
| 6 | Tenet Health | 13.30 | 7 | 3 |
| 7 | Green Brick Partners, Inc. | 13.06 | 7 | 3 |
| 8 | RadNet, Inc. | 12.73 | 7 | 3 |
| 9 | Antero Resources | 12.65 | 7 | 3 |
| 10 | Gogo, Inc. | 12.53 | 7 | 3 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Stillfront Group AB (publ) | 16.53 | 8 | 2 |
| 2 | Eckert & Ziegler SE | 14.78 | 9 | 1 |
| 3 | 11 bit studios S.A. | 13.90 | 8 | 2 |
| 4 | Hypoport SE | 12.36 | 8 | 2 |
| 5 | Rockwool A/S | 10.94 | 9 | 1 |
| 6 | Votum S.A. | 10.85 | 8 | 2 |
| 7 | Rainbow Tours S.A. | 10.73 | 8 | 2 |
| 8 | AIXTRON SE | 10.57 | 8 | 2 |
| 9 | Kongsberg Automotive ASA | 10.51 | 8 | 2 |
| 10 | Wavestone SA | 10.32 | 9 | 1 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | ZIGExN Co., Ltd. | 16.86 | 10 | 0 |
| 2 | Round One Corporation | 16.57 | 10 | 0 |
| 3 | Fuva Brain Limited | 15.69 | 9 | 1 |
| 4 | Vision Inc. | 14.04 | 9 | 1 |
| 5 | DTS Corporation | 12.35 | 10 | 0 |
| 6 | Recruit Holdings Co., Ltd. | 12.17 | 9 | 1 |
| 7 | Kotobuki Spirits Co., Ltd. | 12.04 | 10 | 0 |
| 8 | Daisue Construction Co., Ltd. | 11.99 | 10 | 0 |
| 9 | W-SCOPE Corporation | 11.01 | 9 | 1 |
| 10 | BRUNO,Inc. | 10.86 | 9 | 1 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | TOPGLOV | 13.56 | 7 | 3 |
| 2 | MICROPORT | 10.97 | 8 | 2 |
| 3 | CHONG QING BREWERY CO.LTD | 10.65 | 7 | 3 |
| 4 | Silicon Motion Technology Corpo | 9.37 | 7 | 3 |
| 5 | LS | 9.33 | 8 | 2 |
| 6 | XIZANG ZHUFENG RESOURCES CO LTD | 8.80 | 8 | 2 |
| 7 | 3SBIO | 8.62 | 7 | 3 |
| 8 | GUANGZHOU TINCI MA | 8.17 | 7 | 3 |
| 9 | ZHEJIANG HUAYOU COBALT CO LTD | 8.11 | 7 | 3 |
| 10 | Micro-Star International Co., Ltd. | 7.78 | 8 | 2 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 3.14 | 7 | 3 |
| 2 | NASDAQ Composite Index | 3.06 | 6 | 4 |
| 3 | NASDAQ-100 Index | 3.06 | 6 | 4 |
| 4 | Nikkei 225 | 2.62 | 6 | 4 |
| 5 | Hang Seng Index | 2.21 | 6 | 4 |
| 6 | FTSE 100 Index | 2.21 | 6 | 4 |
| 7 | Russell 2000 Index | 2.11 | 4 | 6 |
| 8 | S&P 500 Index | 1.94 | 6 | 4 |
| 9 | All Ordinaries Index | 1.81 | 6 | 4 |
| 10 | S&P/ASX 200 Index | 1.76 | 7 | 3 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 14.49 | 6 | 4 |
| 2 | ProShares UltraPro QQQ | 10.53 | 6 | 4 |
| 3 | ProShares Ultra Bloomberg Natural Gas | 9.07 | 8 | 2 |
| 4 | ProShares Ultra Bloomberg Crude Oil | 7.68 | 7 | 3 |
| 5 | InfraCap MLP ETF | 7.12 | 8 | 2 |
| 6 | ProShares Ultra QQQ | 6.57 | 6 | 4 |
| 7 | ProShares UltraPro S&P500 | 6.51 | 6 | 4 |
| 8 | Direxion Daily S&P500 Bull 3X Shares | 6.46 | 6 | 4 |
| 9 | United States Brent Oil Fund, LP | 6.44 | 8 | 2 |
| 10 | Direxion Daily Small Cap Bull 3X Shares | 6.21 | 4 | 6 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Shiba Inu | 173.00 | 2 | 3 |
| 2 | Quickswap | 97.96 | 1 | 4 |
| 3 | Alpaca Finance | 73.86 | 2 | 3 |
| 4 | Polygon | 70.11 | 2 | 3 |
| 5 | Smooth Love Potion | 44.77 | 2 | 3 |
| 6 | BakeryToken | 41.10 | 3 | 2 |
| 7 | Lido DAO | 39.58 | 4 | 1 |
| 8 | SuperRare | 27.29 | 2 | 3 |
| 9 | Ethereum Classic | 23.71 | 3 | 2 |
| 10 | GateToken | 15.34 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Crude Oil Futures (NYMEX) | 24.67 | 6 | 4 |
| 2 | E-mini Crude Oil Futures (NYMEX) | 19.92 | 6 | 4 |
| 3 | RBOB Gasoline Futures (NYMEX) | 13.15 | 7 | 3 |
| 4 | E-mini Natural Gas Futures (NYMEX) | 12.45 | 8 | 2 |
| 5 | Natural Gas Futures (NYMEX) | 12.45 | 8 | 2 |
| 6 | Brent Crude Oil Futures (ICE) | 9.42 | 5 | 5 |
| 7 | Lean Hogs Futures (CME) | 8.77 | 9 | 1 |
| 8 | Heating Oil Futures (NYMEX) | 5.52 | 7 | 3 |
| 9 | Wheat Futures (CBOT) | 4.30 | 7 | 3 |
| 10 | Orange Juice Futures (ICE US) | 4.16 | 5 | 5 |