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 19 – May 19) 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 | Powell Industries, Inc. | 15.60 | 9 | 1 |
| 2 | Celsius Holdings | 14.76 | 7 | 3 |
| 3 | Artivion | 11.52 | 8 | 2 |
| 4 | Chord Energy | 11.48 | 7 | 3 |
| 5 | World Acceptance Corporation | 11.45 | 8 | 2 |
| 6 | Enviri Corporation | 11.13 | 8 | 2 |
| 7 | Perdoceo Education Corp. | 11.08 | 7 | 3 |
| 8 | PROG Holdings, Inc. | 11.00 | 7 | 3 |
| 9 | Upbound Group, Inc. | 10.75 | 9 | 1 |
| 10 | PBF Energy | 10.72 | 7 | 3 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Stillfront Group AB (publ) | 15.47 | 8 | 2 |
| 2 | Eckert & Ziegler SE | 12.43 | 8 | 2 |
| 3 | ALK-Abelló A/S | 11.47 | 8 | 2 |
| 4 | Hypoport SE | 10.79 | 8 | 2 |
| 5 | Votum S.A. | 10.18 | 8 | 2 |
| 6 | AddLife AB (publ) | 10.00 | 8 | 2 |
| 7 | DBV Technologies S.A. | 9.55 | 8 | 2 |
| 8 | Wavestone SA | 9.30 | 9 | 1 |
| 9 | Rainbow Tours S.A. | 9.16 | 8 | 2 |
| 10 | SP Group A/S | 9.04 | 8 | 2 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree Nickel | 999.99 | 8 | 2 |
| 2 | Beauty Kadan Holdings Co., Ltd. | 54.15 | 8 | 2 |
| 3 | ZIGExN Co., Ltd. | 16.45 | 8 | 2 |
| 4 | Fuva Brain Limited | 16.06 | 9 | 1 |
| 5 | ISB Corporation | 15.83 | 8 | 2 |
| 6 | J Trust Co., Ltd. | 14.20 | 8 | 2 |
| 7 | Round One Corporation | 14.18 | 10 | 0 |
| 8 | Vision Inc. | 13.82 | 8 | 2 |
| 9 | CELSYS, Inc. | 13.13 | 8 | 2 |
| 10 | Sanyo Denki Co., Ltd. | 12.33 | 8 | 2 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | CHINASOUTHCITY | 10.95 | 1 | 9 |
| 2 | LS | 8.44 | 7 | 3 |
| 3 | KYUNG DONG NAVIEN | 8.40 | 7 | 3 |
| 4 | Silicon Motion Technology Corpo | 8.36 | 7 | 3 |
| 5 | ANHUI GUJING DISTL | 8.19 | 7 | 3 |
| 6 | CONSUN PHARMA | 7.71 | 8 | 2 |
| 7 | YOUNGONE CORPORATION | 7.34 | 9 | 1 |
| 8 | CITYCHAMP | 7.21 | 7 | 3 |
| 9 | Micro-Star International Co., Ltd. | 7.07 | 8 | 2 |
| 10 | MAYINGLONG PHARMACEUTICAL GP CO | 6.84 | 8 | 2 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DAX Performance Index | 2.74 | 8 | 2 |
| 2 | Nikkei 225 | 2.06 | 6 | 4 |
| 3 | FTSE 100 Index | 1.79 | 6 | 4 |
| 4 | NASDAQ Composite Index | 1.63 | 6 | 4 |
| 5 | NASDAQ-100 Index | 1.53 | 6 | 4 |
| 6 | Hang Seng Index | 1.34 | 4 | 6 |
| 7 | IBEX 35 Index | 1.32 | 5 | 5 |
| 8 | Russell 2000 Index | 1.19 | 4 | 6 |
| 9 | All Ordinaries Index | 1.02 | 6 | 4 |
| 10 | S&P/ASX 200 Index | 1.00 | 6 | 4 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 8.55 | 6 | 4 |
| 2 | Direxion Daily S&P Oil & Gas Exp. & Prod. Bull 2X Shares | 8.02 | 4 | 6 |
| 3 | ProShares Ultra Bloomberg Natural Gas | 6.96 | 6 | 4 |
| 4 | InfraCap MLP ETF | 5.55 | 6 | 4 |
| 5 | ProShares UltraPro QQQ | 5.43 | 6 | 4 |
| 6 | United States Natural Gas Fund, LP | 4.75 | 6 | 4 |
| 7 | iShares Semiconductor ETF | 3.79 | 6 | 4 |
| 8 | VanEck Semiconductor ETF | 3.74 | 6 | 4 |
| 9 | ProShares Ultra QQQ | 3.32 | 6 | 4 |
| 10 | Direxion Daily Small Cap Bull 3X Shares | 3.27 | 4 | 6 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Quickswap | 118.27 | 1 | 4 |
| 2 | Polygon | 115.95 | 2 | 3 |
| 3 | Smooth Love Potion | 83.17 | 2 | 3 |
| 4 | Alpaca Finance | 78.18 | 2 | 3 |
| 5 | Lido DAO | 63.72 | 2 | 3 |
| 6 | BakeryToken | 57.46 | 3 | 2 |
| 7 | Shiba Inu | 52.70 | 3 | 2 |
| 8 | Ethereum Classic | 26.92 | 3 | 2 |
| 9 | GateToken | 23.34 | 2 | 3 |
| 10 | Aave | 16.36 | 3 | 2 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Natural Gas Futures (NYMEX) | 10.56 | 8 | 2 |
| 2 | E-mini Natural Gas Futures (NYMEX) | 10.53 | 8 | 2 |
| 3 | Lean Hogs Futures (CME) | 10.44 | 9 | 1 |
| 4 | E-mini Crude Oil Futures (NYMEX) | 8.56 | 5 | 5 |
| 5 | Crude Oil Futures (NYMEX) | 8.56 | 5 | 5 |
| 6 | RBOB Gasoline Futures (NYMEX) | 7.33 | 6 | 4 |
| 7 | Rough Rice Futures (CBOT) | 4.05 | 7 | 3 |
| 8 | Wheat Futures (CBOT) | 2.96 | 6 | 4 |
| 9 | Brent Crude Oil Futures (ICE) | 2.90 | 6 | 4 |
| 10 | KC (Hard Red) Wheat Futures (KC) | 2.49 | 6 | 4 |