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 25 – May 25) 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.
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Celsius Holdings | 18.90 | 8 | 2 |
| 2 | Powell Industries, Inc. | 15.67 | 7 | 3 |
| 3 | Nvidia | 12.03 | 8 | 2 |
| 4 | Perdoceo Education Corp. | 10.36 | 7 | 3 |
| 5 | Green Brick Partners, Inc. | 9.96 | 8 | 2 |
| 6 | RadNet, Inc. | 9.40 | 7 | 3 |
| 7 | Enviri Corporation | 9.15 | 8 | 2 |
| 8 | Meta Platforms | 9.08 | 8 | 2 |
| 9 | M/I Homes, Inc. | 8.84 | 7 | 3 |
| 10 | Agilysys, Inc. | 8.55 | 7 | 3 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Kongsberg Automotive ASA | 38.76 | 8 | 2 |
| 2 | Stillfront Group AB (publ) | 14.21 | 9 | 1 |
| 3 | Rockwool A/S | 10.63 | 9 | 1 |
| 4 | Eckert & Ziegler SE | 10.47 | 8 | 2 |
| 5 | Borussia Dortmund GmbH & Co. Kommanditgesellschaft auf Aktien | 10.26 | 9 | 1 |
| 6 | AddLife AB (publ) | 9.95 | 9 | 1 |
| 7 | H+H International A/S | 9.81 | 8 | 2 |
| 8 | SP Group A/S | 9.65 | 8 | 2 |
| 9 | Wavestone SA | 9.08 | 9 | 1 |
| 10 | Rainbow Tours S.A. | 8.72 | 8 | 2 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Fuva Brain Limited | 25.28 | 9 | 1 |
| 2 | Digital Media Professionals Inc. | 23.60 | 8 | 2 |
| 3 | ISB Corporation | 18.49 | 8 | 2 |
| 4 | J Trust Co., Ltd. | 17.30 | 8 | 2 |
| 5 | Round One Corporation | 15.72 | 10 | 0 |
| 6 | Internetworking and Broadband Consulting Co.,Ltd. | 15.42 | 9 | 1 |
| 7 | Shinwa Wise Holdings Co.,Ltd. | 15.37 | 8 | 2 |
| 8 | ZIGExN Co., Ltd. | 15.28 | 9 | 1 |
| 9 | CELSYS, Inc. | 14.98 | 9 | 1 |
| 10 | Vision Inc. | 13.83 | 9 | 1 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | TOPGLOV | 12.20 | 7 | 3 |
| 2 | ZHEJIANG HUAYOU COBALT CO LTD | 10.89 | 7 | 3 |
| 3 | LS ELECTRIC | 9.93 | 7 | 3 |
| 4 | Alchip Technologies, Limited | 9.82 | 7 | 3 |
| 5 | FIRST CAP GP | 9.31 | 7 | 3 |
| 6 | LS | 9.16 | 7 | 3 |
| 7 | GANFENG LITHIUM GR | 9.03 | 8 | 2 |
| 8 | PHARMARESEARCH | 8.88 | 7 | 3 |
| 9 | MAYINGLONG PHARMACEUTICAL GP CO | 8.38 | 9 | 1 |
| 10 | XIZANG ZHUFENG RESOURCES CO LTD | 8.34 | 7 | 3 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 1.89 | 6 | 4 |
| 2 | NASDAQ-100 Index | 1.71 | 6 | 4 |
| 3 | NASDAQ Composite Index | 1.57 | 6 | 4 |
| 4 | FTSE 100 Index | 1.55 | 7 | 3 |
| 5 | Taiwan Weighted Index | 1.38 | 6 | 4 |
| 6 | IBEX 35 Index | 1.21 | 7 | 3 |
| 7 | Nikkei 225 | 1.19 | 7 | 3 |
| 8 | Nifty 50 Index | 0.83 | 6 | 4 |
| 9 | S&P 500 Index | 0.75 | 7 | 3 |
| 10 | All Ordinaries Index | 0.74 | 6 | 4 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | ProShares Ultra Bloomberg Natural Gas | 7.57 | 7 | 3 |
| 2 | Direxion Daily Technology Bull 3X Shares | 7.52 | 6 | 4 |
| 3 | ProShares Ultra Bloomberg Crude Oil | 6.16 | 6 | 4 |
| 4 | United States Brent Oil Fund, LP | 5.90 | 6 | 4 |
| 5 | United States Natural Gas Fund, LP | 5.75 | 8 | 2 |
| 6 | ProShares UltraPro QQQ | 5.37 | 6 | 4 |
| 7 | ProShares Short VIX Short-Term Futures ETF | 4.08 | 8 | 2 |
| 8 | United States 12 Month Oil Fund, LP | 3.99 | 6 | 4 |
| 9 | United States Oil Fund, LP | 3.84 | 6 | 4 |
| 10 | InfraCap MLP ETF | 3.81 | 6 | 4 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Shiba Inu | 186.46 | 1 | 4 |
| 2 | SuperRare | 130.11 | 2 | 3 |
| 3 | Polygon | 56.95 | 2 | 3 |
| 4 | Quickswap | 29.49 | 1 | 4 |
| 5 | Ethereum Classic | 28.06 | 3 | 2 |
| 6 | Smooth Love Potion | 25.83 | 1 | 4 |
| 7 | BakeryToken | 24.36 | 2 | 3 |
| 8 | ARPA Chain | 17.65 | 1 | 4 |
| 9 | Lido DAO | 17.60 | 3 | 2 |
| 10 | cVault.finance | 9.50 | 3 | 2 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Natural Gas Futures (NYMEX) | 11.84 | 8 | 2 |
| 2 | E-mini Natural Gas Futures (NYMEX) | 11.82 | 8 | 2 |
| 3 | Crude Oil Futures (NYMEX) | 11.25 | 6 | 4 |
| 4 | E-mini Crude Oil Futures (NYMEX) | 11.24 | 6 | 4 |
| 5 | RBOB Gasoline Futures (NYMEX) | 8.43 | 7 | 3 |
| 6 | Brent Crude Oil Futures (ICE) | 7.63 | 6 | 4 |
| 7 | Orange Juice Futures (ICE US) | 6.86 | 9 | 1 |
| 8 | Heating Oil Futures (NYMEX) | 6.29 | 5 | 5 |
| 9 | Lean Hogs Futures (CME) | 6.22 | 8 | 2 |
| 10 | Wheat Futures (CBOT) | 3.75 | 6 | 4 |