Historical 10-Year 30-Day Period [Mar 31 - Apr 30] 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 (Mar 31 – Apr 30) 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 | EZCORP, Inc. | 17.10 | 9 | 1 |
| 2 | Chord Energy | 14.64 | 7 | 3 |
| 3 | EQT Corporation | 14.08 | 8 | 2 |
| 4 | Cytokinetics | 13.75 | 9 | 1 |
| 5 | Bloomin' Brands, Inc. | 12.69 | 7 | 3 |
| 6 | Devon Energy | 12.35 | 7 | 3 |
| 7 | BJ's Restaurants, Inc. | 12.06 | 7 | 3 |
| 8 | Light & Wonder | 11.78 | 7 | 3 |
| 9 | Targa Resources | 11.60 | 7 | 3 |
| 10 | Sonic Automotive, Inc. | 11.27 | 8 | 2 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | DNO ASA | 15.04 | 9 | 1 |
| 2 | Sunex S.A. | 13.92 | 9 | 1 |
| 3 | Evolution AB (publ) | 13.73 | 8 | 2 |
| 4 | AddLife AB (publ) | 11.83 | 8 | 2 |
| 5 | Boryszew S.A. | 11.12 | 8 | 2 |
| 6 | Odfjell SE | 11.00 | 8 | 2 |
| 7 | Hypoport SE | 9.92 | 9 | 1 |
| 8 | Entain Plc | 9.86 | 8 | 2 |
| 9 | flatexDEGIRO AG | 9.74 | 8 | 2 |
| 10 | AQ Group AB (publ) | 9.61 | 8 | 2 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Sanyo Denki Co., Ltd. | 13.03 | 10 | 0 |
| 2 | GMO internet, Inc. | 12.04 | 8 | 2 |
| 3 | Interspace Co.,Ltd. | 11.55 | 9 | 1 |
| 4 | SHIFT Inc. | 10.68 | 8 | 2 |
| 5 | Japan Engine Corporation | 10.25 | 8 | 2 |
| 6 | WisdomTree Physical Precious Metals | 9.07 | 9 | 1 |
| 7 | AZ-COM MARUWA Holdings Inc. | 8.03 | 8 | 2 |
| 8 | Beauty Kadan Holdings Co., Ltd. | 7.21 | 9 | 1 |
| 9 | Chiyoda Corporation | 7.15 | 9 | 1 |
| 10 | Daiwabo Holdings Co., Ltd. | 6.94 | 8 | 2 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | IOL CHEMICALS & PHARMACEUTICAL | 22.77 | 9 | 1 |
| 2 | ELECON ENGINEERING CO.LTD. | 17.48 | 9 | 1 |
| 3 | COSMO AM&T | 17.22 | 8 | 2 |
| 4 | TCC STEEL | 14.78 | 8 | 2 |
| 5 | LS ELECTRIC | 14.61 | 9 | 1 |
| 6 | Barito Pacific Tbk. | 14.60 | 9 | 1 |
| 7 | HANWHA ENGINE | 13.66 | 8 | 2 |
| 8 | LS | 11.64 | 8 | 2 |
| 9 | SEAH STEEL HOLDINGS CORPORATION | 11.37 | 9 | 1 |
| 10 | SHREE RENUKA SUGARS LTD. | 11.28 | 9 | 1 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Nifty 50 Index | 2.96 | 9 | 1 |
| 2 | DAX Performance Index | 2.43 | 8 | 2 |
| 3 | FTSE 100 Index | 2.41 | 8 | 2 |
| 4 | IBEX 35 Index | 2.28 | 10 | 0 |
| 5 | Bovespa Index | 2.28 | 8 | 2 |
| 6 | All Ordinaries Index | 2.23 | 8 | 2 |
| 7 | KOSPI Index | 2.21 | 7 | 3 |
| 8 | S&P/TSX Composite Index | 2.21 | 7 | 3 |
| 9 | S&P/ASX 200 Index | 2.17 | 8 | 2 |
| 10 | CAC 40 Index | 2.01 | 7 | 3 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Gold Miners Index Bull 2X Shares | 21.75 | 7 | 3 |
| 2 | Direxion Daily S&P Oil & Gas Exp. & Prod. Bull 2X Shares | 19.71 | 6 | 4 |
| 3 | VanEck Junior Gold Miners ETF | 9.12 | 7 | 3 |
| 4 | VanEck Gold Miners ETF | 8.83 | 7 | 3 |
| 5 | Global X MLP ETF | 7.90 | 7 | 3 |
| 6 | SPDR S&P Oil & Gas Exploration & Production ETF | 7.42 | 6 | 4 |
| 7 | Global X MSCI Greece ETF | 5.97 | 9 | 1 |
| 8 | ProShares Ultra Bloomberg Natural Gas | 5.52 | 6 | 4 |
| 9 | Direxion Daily 20+ Year Treasury Bear 3X Shares | 4.97 | 6 | 4 |
| 10 | Vanguard Energy Index Fund ETF Shares | 4.60 | 7 | 3 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Alpaca Finance | 109.95 | 2 | 3 |
| 2 | Dogecoin | 88.53 | 3 | 2 |
| 3 | NKN | 34.41 | 2 | 3 |
| 4 | Bitcoin Gold | 29.13 | 2 | 3 |
| 5 | XRP | 19.38 | 2 | 3 |
| 6 | Monero | 18.70 | 4 | 1 |
| 7 | Injective | 18.11 | 3 | 2 |
| 8 | Solana | 17.93 | 3 | 2 |
| 9 | BNB | 17.76 | 2 | 3 |
| 10 | VeChain | 16.37 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Lean Hogs Futures (CME) | 7.54 | 9 | 1 |
| 2 | E-mini Natural Gas Futures (NYMEX) | 7.30 | 8 | 2 |
| 3 | Natural Gas Futures (NYMEX) | 7.28 | 8 | 2 |
| 4 | Random Length Lumber Futures | 6.06 | 4 | 6 |
| 5 | Cocoa Futures (ICE US) | 4.86 | 8 | 2 |
| 6 | Rough Rice Futures (CBOT) | 4.78 | 6 | 4 |
| 7 | RBOB Gasoline Futures (NYMEX) | 4.64 | 6 | 4 |
| 8 | Oats Futures (CBOT) | 3.71 | 7 | 3 |
| 9 | Coffee Futures (ICE US) | 3.06 | 5 | 5 |
| 10 | Platinum Futures (NYMEX) | 3.05 | 6 | 4 |