Historical 10-Year 30-Day Period [May 3 - Jun 2] 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 3 – Jun 2) 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 | 16.69 | 8 | 2 |
| 2 | Advanced Micro Devices | 14.79 | 9 | 1 |
| 3 | Agilysys, Inc. | 11.59 | 9 | 1 |
| 4 | Enviri Corporation | 11.56 | 8 | 2 |
| 5 | Take-Two Interactive | 9.65 | 10 | 0 |
| 6 | Vicor Corporation | 9.07 | 9 | 1 |
| 7 | RadNet, Inc. | 9.07 | 8 | 2 |
| 8 | Ultra Clean Holdings, Inc. | 8.32 | 8 | 2 |
| 9 | Micron Technology | 8.19 | 8 | 2 |
| 10 | Electronic Arts | 8.18 | 9 | 1 |
Major US Stocks Symbols
European Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Stillfront Group AB (publ) | 13.72 | 8 | 2 |
| 2 | Bavarian Nordic A/S | 12.25 | 8 | 2 |
| 3 | Hochschild Mining plc | 10.45 | 8 | 2 |
| 4 | ALK-Abelló A/S | 9.45 | 8 | 2 |
| 5 | Sinch AB (publ) | 9.32 | 8 | 2 |
| 6 | Ibersol, S.G.P.S., S.A. | 9.02 | 9 | 1 |
| 7 | Napatech A/S | 8.36 | 8 | 2 |
| 8 | Dottikon ES Holding AG | 8.30 | 8 | 2 |
| 9 | SP Group A/S | 8.10 | 9 | 1 |
| 10 | Odfjell Drilling Ltd. | 7.85 | 8 | 2 |
Major European Stocks Symbols
Japanese Stocks (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Remixpoint, Inc. | 46.43 | 9 | 1 |
| 2 | Fuva Brain Limited | 28.28 | 9 | 1 |
| 3 | enish,inc. | 20.08 | 9 | 1 |
| 4 | J Trust Co., Ltd. | 18.13 | 8 | 2 |
| 5 | ZIGExN Co., Ltd. | 17.82 | 9 | 1 |
| 6 | GiG Works Inc. | 16.07 | 9 | 1 |
| 7 | Bengo4.com,Inc. | 15.83 | 8 | 2 |
| 8 | DLE Inc. | 15.48 | 8 | 2 |
| 9 | Kotobuki Spirits Co., Ltd. | 15.29 | 10 | 0 |
| 10 | R&D Computer Co.,Ltd. | 14.68 | 8 | 2 |
Major Japanese Stocks Symbols
Asian Stocks (ex Japan) (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | HANJINKAL | 14.97 | 7 | 3 |
| 2 | RDC Semiconductor Co., Ltd. | 12.35 | 7 | 3 |
| 3 | PARK SYSTEMS CORP. | 11.72 | 7 | 3 |
| 4 | Accton Technology Corporation | 11.69 | 7 | 3 |
| 5 | VT | 11.37 | 7 | 3 |
| 6 | HYUNDAI MERC MAR | 10.73 | 7 | 3 |
| 7 | TOPGLOV | 10.65 | 7 | 3 |
| 8 | TA-I Technology Co., Ltd. | 10.39 | 7 | 3 |
| 9 | PHARMARESEARCH | 10.09 | 7 | 3 |
| 10 | HARTA | 9.80 | 7 | 3 |
Major Asian Stocks (ex Japan) Symbols
Indices (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | NASDAQ-100 Index | 3.05 | 7 | 3 |
| 2 | NASDAQ Composite Index | 2.89 | 7 | 3 |
| 3 | Nikkei 225 | 2.38 | 8 | 2 |
| 4 | Taiwan Weighted Index | 1.83 | 8 | 2 |
| 5 | Nifty 50 Index | 1.78 | 8 | 2 |
| 6 | S&P 500 Index | 1.74 | 8 | 2 |
| 7 | Russell 2000 Index | 1.69 | 8 | 2 |
| 8 | DAX Performance Index | 1.66 | 9 | 1 |
| 9 | IBEX 35 Index | 1.38 | 8 | 2 |
| 10 | KOSPI Index | 1.23 | 6 | 4 |
Major Indices Symbols
ETFs (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily Technology Bull 3X Shares | 10.29 | 7 | 3 |
| 2 | ProShares UltraPro QQQ | 9.25 | 7 | 3 |
| 3 | United States Brent Oil Fund, LP | 6.72 | 7 | 3 |
| 4 | Direxion Daily S&P Oil & Gas Exp. & Prod. Bull 2X Shares | 6.65 | 8 | 2 |
| 5 | VanEck Semiconductor ETF | 6.61 | 9 | 1 |
| 6 | iShares Semiconductor ETF | 6.32 | 9 | 1 |
| 7 | SPDR S&P Semiconductor ETF | 6.29 | 8 | 2 |
| 8 | ProShares Ultra QQQ | 6.14 | 7 | 3 |
| 9 | InfraCap MLP ETF | 5.46 | 7 | 3 |
| 10 | ProShares Short VIX Short-Term Futures ETF | 5.44 | 9 | 1 |
Major ETFs Symbols
Cryptocurrencies (5 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SuperRare | 101.26 | 1 | 4 |
| 2 | Shiba Inu | 57.83 | 2 | 3 |
| 3 | Livepeer | 16.27 | 2 | 3 |
| 4 | Polygon | 13.65 | 1 | 4 |
| 5 | Akash Network | 6.90 | 2 | 3 |
| 6 | Tellor | 4.89 | 2 | 3 |
| 7 | Ethereum Classic | 3.16 | 3 | 2 |
| 8 | PAX Gold | 1.20 | 3 | 2 |
| 9 | JasmyCoin | 0.79 | 1 | 4 |
| 10 | Stacks | 0.35 | 2 | 3 |
Major Cryptocurrencies Symbols
Futures (10 Years)
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | E-mini Crude Oil Futures (NYMEX) | 9.77 | 7 | 3 |
| 2 | Crude Oil Futures (NYMEX) | 9.77 | 7 | 3 |
| 3 | Brent Crude Oil Futures (ICE) | 6.69 | 7 | 3 |
| 4 | WisdomTree International High D | 6.32 | 9 | 1 |
| 5 | RBOB Gasoline Futures (NYMEX) | 6.25 | 8 | 2 |
| 6 | Orange Juice Futures (ICE US) | 5.76 | 8 | 2 |
| 7 | Lean Hogs Futures (CME) | 5.60 | 8 | 2 |
| 8 | Heating Oil Futures (NYMEX) | 4.48 | 8 | 2 |
| 9 | E-mini Natural Gas Futures (NYMEX) | 3.48 | 5 | 5 |
| 10 | Natural Gas Futures (NYMEX) | 3.46 | 5 | 5 |