Historical 10-Year 30-Day Period [May 5 - Jun 4] 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 (May 5 – Jun 4) 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 | Nvidia | 17.89 | 8 | 2 |
| 2 | United Natural Foods Inc | 15.19 | 8 | 2 |
| 3 | Golden Entertainment | 13.51 | 8 | 2 |
| 4 | Agilysys, Inc. | 12.82 | 9 | 1 |
| 5 | Advanced Micro Devices | 11.99 | 9 | 1 |
| 6 | AppFolio | 11.98 | 8 | 2 |
| 7 | Trupanion | 11.39 | 8 | 2 |
| 8 | Vicor Corporation | 11.20 | 9 | 1 |
| 9 | Ultra Clean Holdings, Inc. | 9.78 | 9 | 1 |
| 10 | Broadcom | 9.68 | 8 | 2 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Kongsberg Automotive ASA | 18.11 | 8 | 2 |
| 2 | XANO Industri AB (publ) | 15.12 | 8 | 2 |
| 3 | Bavarian Nordic A/S | 11.80 | 9 | 1 |
| 4 | Stillfront Group AB (publ) | 11.36 | 8 | 2 |
| 5 | Sinch AB (publ) | 10.69 | 9 | 1 |
| 6 | Hochschild Mining plc | 10.69 | 8 | 2 |
| 7 | QinetiQ Group plc | 9.88 | 8 | 2 |
| 8 | Dottikon ES Holding AG | 9.52 | 8 | 2 |
| 9 | Games Workshop Group PLC | 9.27 | 8 | 2 |
| 10 | Odfjell Drilling Ltd. | 9.11 | 8 | 2 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Remixpoint, Inc. | 45.72 | 9 | 1 |
| 2 | Beauty Kadan Holdings Co., Ltd. | 28.04 | 8 | 2 |
| 3 | Fuva Brain Limited | 26.91 | 9 | 1 |
| 4 | DLE Inc. | 25.55 | 9 | 1 |
| 5 | ANAP Inc. | 19.48 | 8 | 2 |
| 6 | ZIGExN Co., Ltd. | 18.71 | 9 | 1 |
| 7 | J Trust Co., Ltd. | 18.66 | 8 | 2 |
| 8 | Kotobuki Spirits Co., Ltd. | 16.35 | 10 | 0 |
| 9 | Round One Corporation | 16.32 | 10 | 0 |
| 10 | GLOME Holdings,Inc. | 15.87 | 8 | 2 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | HANJINKAL | 16.29 | 8 | 2 |
| 2 | PARK SYSTEMS CORP. | 14.48 | 8 | 2 |
| 3 | RDC Semiconductor Co., Ltd. | 14.47 | 8 | 2 |
| 4 | LS | 11.64 | 8 | 2 |
| 5 | Accton Technology Corporation | 11.50 | 8 | 2 |
| 6 | KAVERI SEED COMPANY LTD. | 10.55 | 9 | 1 |
| 7 | MAHINDRA & MAHINDRA LTD | 10.18 | 10 | 0 |
| 8 | PEPTRON, INC. | 10.16 | 8 | 2 |
| 9 | LS ELECTRIC | 10.08 | 9 | 1 |
| 10 | HANWHA | 9.50 | 8 | 2 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Nifty 50 Index | 3.66 | 9 | 1 |
| 2 | NASDAQ Composite Index | 3.15 | 8 | 2 |
| 3 | NASDAQ-100 Index | 3.11 | 8 | 2 |
| 4 | Taiwan Weighted Index | 2.86 | 8 | 2 |
| 5 | Russell 2000 Index | 2.85 | 9 | 1 |
| 6 | Nikkei 225 | 2.84 | 8 | 2 |
| 7 | DAX Performance Index | 2.82 | 8 | 2 |
| 8 | KOSPI Index | 2.54 | 7 | 3 |
| 9 | Bovespa Index | 2.30 | 6 | 4 |
| 10 | S&P 500 Index | 2.06 | 8 | 2 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 10.52 | 8 | 2 |
| 2 | Direxion Daily Small Cap Bull 3X Shares | 8.23 | 8 | 2 |
| 3 | SPDR S&P Semiconductor ETF | 7.33 | 9 | 1 |
| 4 | VanEck Semiconductor ETF | 7.27 | 9 | 1 |
| 5 | iShares Semiconductor ETF | 7.07 | 9 | 1 |
| 6 | ProShares Short VIX Short-Term Futures ETF | 6.62 | 9 | 1 |
| 7 | Direxion Daily S&P500 Bull 3X Shares | 6.26 | 8 | 2 |
| 8 | ProShares Ultra QQQ | 6.26 | 8 | 2 |
| 9 | ProShares UltraPro S&P500 | 6.24 | 8 | 2 |
| 10 | ProShares Ultra Russell2000 | 5.65 | 9 | 1 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SuperRare | 115.13 | 1 | 4 |
| 2 | Shiba Inu | 68.20 | 1 | 4 |
| 3 | Polygon | 13.25 | 1 | 4 |
| 4 | Livepeer | 11.20 | 2 | 3 |
| 5 | Quant | 5.37 | 3 | 2 |
| 6 | Stacks | 4.15 | 2 | 3 |
| 7 | Bella Protocol | 3.65 | 3 | 2 |
| 8 | Akash Network | 2.71 | 1 | 4 |
| 9 | Aave | 1.54 | 2 | 3 |
| 10 | Ethereum | 0.61 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | WisdomTree International High D | 7.46 | 8 | 2 |
| 2 | E-mini Crude Oil Futures (NYMEX) | 6.63 | 7 | 3 |
| 3 | Crude Oil Futures (NYMEX) | 6.62 | 7 | 3 |
| 4 | Orange Juice Futures (ICE US) | 6.11 | 7 | 3 |
| 5 | Lean Hogs Futures (CME) | 4.71 | 8 | 2 |
| 6 | Brent Crude Oil Futures (ICE) | 4.65 | 8 | 2 |
| 7 | RBOB Gasoline Futures (NYMEX) | 4.20 | 8 | 2 |
| 8 | Rough Rice Futures (CBOT) | 3.90 | 6 | 4 |
| 9 | Silver Futures (COMEX) | 3.59 | 5 | 5 |
| 10 | Heating Oil Futures (NYMEX) | 3.55 | 8 | 2 |