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 25 – Jun 24) 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 | Avis Budget Group | 13.90 | 8 | 2 |
| 2 | Etsy | 13.88 | 9 | 1 |
| 3 | Tesla, Inc. | 12.87 | 9 | 1 |
| 4 | Glaukos Corp. | 11.80 | 10 | 0 |
| 5 | Coherent Corp. | 10.41 | 8 | 2 |
| 6 | AppFolio | 10.38 | 9 | 1 |
| 7 | RH | 9.93 | 8 | 2 |
| 8 | Ollie's Bargain Outlet | 9.84 | 8 | 2 |
| 9 | Dexcom | 9.67 | 8 | 2 |
| 10 | Cleveland-Cliffs | 9.48 | 8 | 2 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | TAURON Polska Energia S.A. | 16.83 | 8 | 2 |
| 2 | PGE Polska Grupa Energetyczna S.A. | 12.65 | 8 | 2 |
| 3 | eDreams ODIGEO S.A. | 9.90 | 7 | 3 |
| 4 | Dottikon ES Holding AG | 9.56 | 7 | 3 |
| 5 | Tullow Oil plc | 7.74 | 7 | 3 |
| 6 | Melrose Industries PLC | 7.30 | 7 | 3 |
| 7 | Medicalgorithmics S.A. | 7.22 | 7 | 3 |
| 8 | CD Projekt S.A. | 7.13 | 7 | 3 |
| 9 | Games Workshop Group PLC | 7.12 | 7 | 3 |
| 10 | Interparfums SA | 6.76 | 7 | 3 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | ABF Pan Asia Bond Index | 999.99 | 8 | 2 |
| 2 | DLE Inc. | 52.55 | 8 | 2 |
| 3 | Kidswell Bio Corporation | 20.55 | 8 | 2 |
| 4 | Japan System Techniques Co., Ltd. | 14.89 | 9 | 1 |
| 5 | GNI Group Ltd. | 12.62 | 8 | 2 |
| 6 | ULS Group, Inc. | 11.39 | 9 | 1 |
| 7 | Lifenet Insurance Company | 11.11 | 8 | 2 |
| 8 | MarketEnterprise Co.,Ltd | 9.87 | 8 | 2 |
| 9 | FURYU Corporation | 9.71 | 10 | 0 |
| 10 | Systems Design Co., Ltd. | 9.64 | 8 | 2 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | SHANGHAI BELLING CORP. LTD | 15.74 | 8 | 2 |
| 2 | SKC | 15.38 | 9 | 1 |
| 3 | RDC Semiconductor Co., Ltd. | 14.31 | 8 | 2 |
| 4 | SUZHOU DONGSHAN PR | 14.16 | 9 | 1 |
| 5 | SHENZHEN CAPCHEM T | 13.77 | 9 | 1 |
| 6 | NINGBO TUOPU GROUP CO LTD | 12.98 | 8 | 2 |
| 7 | LUXSHARE PRECISION | 12.58 | 9 | 1 |
| 8 | Himax Technologies, Inc. | 11.98 | 9 | 1 |
| 9 | AAC TECH | 11.89 | 10 | 0 |
| 10 | Hello Group Inc. | 11.88 | 8 | 2 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | NASDAQ Composite Index | 3.69 | 9 | 1 |
| 2 | NASDAQ-100 Index | 3.65 | 8 | 2 |
| 3 | Taiwan Weighted Index | 2.95 | 8 | 2 |
| 4 | Nifty 50 Index | 2.67 | 8 | 2 |
| 5 | Russell 2000 Index | 2.28 | 8 | 2 |
| 6 | S&P 500 Index | 2.19 | 9 | 1 |
| 7 | KOSPI Index | 2.17 | 8 | 2 |
| 8 | Nikkei 225 | 1.69 | 7 | 3 |
| 9 | Hang Seng Index | 1.43 | 7 | 3 |
| 10 | Dow Jones Industrial Average | 1.27 | 7 | 3 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Direxion Daily S&P Biotech Bull 3X Shares | 17.16 | 9 | 1 |
| 2 | Direxion Daily Technology Bull 3X Shares | 10.82 | 8 | 2 |
| 3 | ProShares UltraPro QQQ | 10.33 | 8 | 2 |
| 4 | ARK Innovation ETF | 9.02 | 9 | 1 |
| 5 | ARK Next Generation Internet ETF | 8.03 | 9 | 1 |
| 6 | Direxion Daily Real Estate Bull 3X Shares | 7.76 | 9 | 1 |
| 7 | ProShares UltraShort Bloomberg Natural Gas | 7.33 | 4 | 6 |
| 8 | ProShares Ultra QQQ | 7.03 | 8 | 2 |
| 9 | ProShares Ultra Nasdaq Biotechnology | 6.78 | 9 | 1 |
| 10 | ProShares UltraPro S&P500 | 6.23 | 9 | 1 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | FunFair | 15.53 | 1 | 4 |
| 2 | Bella Protocol | 7.44 | 1 | 4 |
| 3 | Unifi Protocol DAO | 7.31 | 1 | 4 |
| 4 | LEO Token | 7.03 | 4 | 1 |
| 5 | Quant | 4.74 | 3 | 2 |
| 6 | Liquity USD | 0.33 | 2 | 3 |
| 7 | Pax Dollar | 0.15 | 4 | 1 |
| 8 | USD Coin | 0.04 | 4 | 1 |
| 9 | Dai | 0.03 | 4 | 1 |
| 10 | Tether | 0.02 | 3 | 2 |
| Rank | Symbol | Avg Return (%) | Wins | Losses |
|---|---|---|---|---|
| 1 | Heating Oil Futures (NYMEX) | 4.12 | 7 | 3 |
| 2 | WisdomTree International High D | 3.77 | 7 | 3 |
| 3 | E-mini Natural Gas Futures (NYMEX) | 2.69 | 6 | 4 |
| 4 | Natural Gas Futures (NYMEX) | 2.69 | 6 | 4 |
| 5 | E-mini Crude Oil Futures (NYMEX) | 2.61 | 6 | 4 |
| 6 | Crude Oil Futures (NYMEX) | 2.61 | 6 | 4 |
| 7 | Brent Crude Oil Futures (ICE) | 2.30 | 5 | 5 |
| 8 | Nasdaq Eurozone Personal Care, | 1.24 | 7 | 3 |
| 9 | Cocoa Futures (ICE US) | 1.12 | 5 | 5 |
| 10 | RBOB Gasoline Futures (NYMEX) | 0.87 | 4 | 6 |