Ticker League

RLI (RLI) seasonality heatmap

Returns across monthly, quarterly, and yearly periods. Cell color encodes signed magnitude; the scale auto-fits each table.

2026

Jan-8.7%
Feb+6.7%
Mar-8.2%
Apr-5.2%
May-3.3%
Jun+18.0%
Jul+1.8%
Aug
Sep
Oct
Nov
Dec

2025

Jan-11.0%
Feb+4.0%
Mar+5.6%
Apr-7.9%
May+4.1%
Jun-6.1%
Jul-8.6%
Aug+2.9%
Sep-3.7%
Oct-9.6%
Nov+8.2%
Dec+3.8%

2024

Jan+2.4%
Feb+7.6%
Mar+1.4%
Apr-4.8%
May+3.5%
Jun-3.6%
Jul+7.0%
Aug+2.5%
Sep+0.6%
Oct+0.6%
Nov+15.5%
Dec-6.3%

2023

Jan+0.9%
Feb+4.4%
Mar-3.6%
Apr+4.6%
May-10.7%
Jun+10.2%
Jul-2.2%
Aug-1.2%
Sep+3.3%
Oct-2.0%
Nov+3.5%
Dec-1.8%

2022

Jan-6.5%
Feb-2.9%
Mar+9.0%
Apr+3.7%
May+5.7%
Jun-3.7%
Jul-5.7%
Aug+0.0%
Sep-6.7%
Oct+27.1%
Nov+5.8%
Dec+0.9%

2021

Jan-7.1%
Feb+8.0%
Mar+6.9%
Apr-0.1%
May-5.1%
Jun-0.8%
Jul+3.6%
Aug+1.0%
Sep-8.2%
Oct+8.0%
Nov-3.1%
Dec+9.1%

2020

Jan+3.3%
Feb-13.4%
Mar+9.4%
Apr-17.2%
May+8.7%
Jun+4.0%
Jul+7.3%
Aug+6.7%
Sep-10.7%
Oct+3.5%
Nov+11.8%
Dec+8.8%

2019

Jan-4.3%
Feb+7.1%
Mar+1.8%
Apr+13.3%
May+5.9%
Jun-0.2%
Jul+5.2%
Aug+1.9%
Sep+1.4%
Oct+4.7%
Nov-4.9%
Dec-1.5%

2018

Jan+6.0%
Feb-5.0%
Mar+4.3%
Apr-0.2%
May+4.2%
Jun+0.8%
Jul+12.9%
Aug+3.3%
Sep+2.1%
Oct-5.9%
Nov+4.2%
Dec-9.0%

2017

Jan-5.9%
Feb-1.3%
Mar+2.6%
Apr-4.7%
May-2.5%
Jun-1.7%
Jul+6.3%
Aug-7.5%
Sep+7.2%
Oct+3.1%
Nov+4.4%
Dec+1.5%

2016

Jan-4.0%
Feb+6.2%
Mar+6.5%
Apr-7.0%
May+6.7%
Jun+4.0%
Jul-0.9%
Aug+4.4%
Sep-3.7%
Oct-18.4%
Nov+11.5%
Dec+5.2%

2015

Jan-5.0%
Feb+3.5%
Mar+8.3%
Apr-5.3%
May-1.6%
Jun+5.6%
Jul+7.5%
Aug-5.3%
Sep+2.7%
Oct+13.6%
Nov+3.4%
Dec+1.7%

2014

Jan-14.5%
Feb+4.0%
Mar+2.5%
Apr-2.7%
May+4.1%
Jun+2.6%
Jul-6.6%
Aug+5.0%
Sep-3.1%
Oct+14.5%
Nov-1.1%
Dec+7.5%

2013

Jan+6.7%
Feb+0.4%
Mar+4.2%
Apr+0.0%
May+4.9%
Jun+1.8%
Jul+8.0%
Aug-4.9%
Sep+12.0%
Oct+8.1%
Nov+10.3%
Dec-3.4%

2012

Jan-2.2%
Feb-1.3%
Mar+2.2%
Apr-3.8%
May-2.8%
Jun+2.3%
Jul-5.6%
Aug-1.2%
Sep+5.2%
Oct+2.3%
Nov+2.3%
Dec+0.3%

2011

Jan+2.4%
Feb+7.2%
Mar+0.4%
Apr+2.7%
May+2.3%
Jun+2.8%
Jul+2.0%
Aug+0.7%
Sep+0.5%
Oct+10.6%
Nov+8.8%
Dec+2.8%

2010

Jan-3.3%
Feb+3.6%
Mar+7.6%
Apr+1.7%
May-5.0%
Jun-4.4%
Jul+5.7%
Aug-5.4%
Sep+8.4%
Oct+1.5%
Nov+1.0%
Dec+3.0%

2009

Jan-7.6%
Feb-13.3%
Mar+3.2%
Apr-4.3%
May-2.5%
Jun-4.0%
Jul+10.7%
Aug+6.9%
Sep+0.2%
Oct-5.3%
Nov+0.8%
Dec+6.2%

2008

Jan-2.1%
Feb-6.0%
Mar-4.6%
Apr-3.0%
May+6.5%
Jun-2.7%
Jul+10.5%
Aug+2.4%
Sep+11.4%
Oct-7.5%
Nov+1.6%
Dec+5.3%

2007

Jan-2.0%
Feb+1.3%
Mar-1.6%
Apr+1.5%
May+3.1%
Jun-2.3%
Jul+3.6%
Aug+3.7%
Sep-5.2%
Oct+2.5%
Nov+2.6%
Dec-4.4%

2006

Jan+9.4%
Feb-3.4%
Mar+9.1%
Apr-13.5%
May-4.6%
Jun+2.2%
Jul-1.7%
Aug+3.3%
Sep+4.4%
Oct+6.7%
Nov+2.1%
Dec+2.2%

2005

Jan+4.6%
Feb-0.2%
Mar-4.1%
Apr+3.5%
May+2.0%
Jun+2.4%
Jul+6.8%
Aug-3.1%
Sep+0.5%
Oct+16.2%
Nov-2.9%
Dec-4.0%

2004

Jan+8.5%
Feb-1.6%
Mar-3.2%
Apr-10.2%
May+3.7%
Jun+2.1%
Jul+0.6%
Aug+0.6%
Sep+2.0%
Oct+1.1%
Nov+9.4%
Dec+0.3%

2003

Jan-0.8%
Feb-6.3%
Mar+3.8%
Apr+10.0%
May+0.4%
Jun+11.3%
Jul-1.3%
Aug+1.7%
Sep+0.0%
Oct+2.3%
Nov+7.6%
Dec+3.8%

2002

Jan+1.4%
Feb+8.1%
Mar+4.8%
Apr+11.3%
May-6.8%
Jun-4.9%
Jul+3.0%
Aug+7.0%
Sep-4.2%
Oct+4.0%
Nov-13.6%
Dec+15.7%

2001

Jan+1.5%
Feb-7.3%
Mar-2.6%
Apr-2.2%
May+3.3%
Jun+9.1%
Jul-5.9%
Aug+5.7%
Sep-7.4%
Oct-2.1%
Nov-3.3%
Dec+16.3%

2000

Jan-7.9%
Feb-4.3%
Mar+12.8%
Apr-4.0%
May+13.2%
Jun-4.3%
Jul+1.3%
Aug+9.5%
Sep+0.6%
Oct+1.1%
Nov+2.8%
Dec+11.6%

1999

Jan+0.7%
Feb-11.6%
Mar+0.0%
Apr+8.5%
May+16.4%
Jun+4.3%
Jul-4.1%
Aug-9.2%
Sep-0.7%
Oct+0.7%
Nov+2.0%
Dec+0.0%

1998

Jan+0.0%
Feb+4.7%
Mar+3.9%
Apr+0.5%
May-3.7%
Jun-2.2%
Jul+4.0%
Aug-25.1%
Sep+20.4%
Oct-13.9%
Nov+10.6%
Dec-7.6%

1997

Jan+4.4%
Feb-1.7%
Mar-6.8%
Apr+0.9%
May-0.9%
Jun+13.8%
Jul+3.2%
Aug+0.8%
Sep+19.4%
Oct-7.8%
Nov+5.6%
Dec+14.0%

1996

Jan+1.2%
Feb+0.8%
Mar-2.2%
Apr-8.1%
May+2.2%
Jun+5.3%
Jul-2.5%
Aug+4.6%
Sep+5.0%
Oct+6.2%
Nov+15.3%
Dec+5.6%

1995

Jan+3.7%
Feb+6.5%
Mar+4.0%
Apr+5.9%
May+4.0%
Jun+11.3%
Jul+0.9%
Aug-2.2%
Sep+0.1%
Oct+4.5%
Nov+2.6%
Dec+4.7%

1994

Jan-9.4%
Feb+2.6%
Mar-2.5%
Apr-6.8%
May-1.7%
Jun-0.5%
Jul+6.4%
Aug-2.7%
Sep-2.7%
Oct-2.3%
Nov-3.6%
Dec+1.4%

1993

Jan+4.0%
Feb+8.7%
Mar-8.5%
Apr-1.0%
May+3.0%
Jun+0.5%
Jul-1.0%
Aug-2.4%
Sep-0.9%
Oct+1.0%
Nov+2.5%
Dec+4.0%

1992

Jan+12.9%
Feb+8.1%
Mar-1.3%
Apr-6.3%
May+5.4%
Jun+2.5%
Jul+5.0%
Aug-1.8%
Sep+1.3%
Oct+9.1%
Nov+3.9%
Dec+6.4%

1991

Jan-5.2%
Feb+10.0%
Mar+7.3%
Apr-3.9%
May-4.8%
Jun-7.8%
Jul-1.9%
Aug+9.4%
Sep+4.3%
Oct+5.0%
Nov+0.0%
Dec+5.6%

1990

Jan+1.5%
Feb+15.9%
Mar+1.0%
Apr+16.3%
May+2.2%
Jun+14.6%
Jul+0.0%
Aug-13.9%
Sep-13.0%
Oct+10.0%
Nov+13.6%
Dec+16.9%

1989

Jan+1.6%
Feb+16.1%
Mar-4.2%
Apr-2.9%
May-3.0%
Jun-6.6%
Jul+13.3%
Aug+2.9%
Sep-1.7%
Oct-5.9%
Nov+17.2%
Dec-8.3%

1988

Jan+0.0%
Feb+1.3%
Mar+7.7%
Apr-8.3%
May-9.1%
Jun+8.6%
Jul-6.6%
Aug-2.8%
Sep-1.4%
Oct+0.0%
Nov-13.2%
Dec+3.4%

1987

Jan+10.0%
Feb+25.6%
Mar+2.6%
Apr-6.4%
May-17.1%
Jun-8.3%
Jul+7.2%
Aug+0.0%
Sep-13.4%
Oct-25.2%
Nov-6.5%
Dec+6.9%

1986

Jan+17.8%
Feb+15.1%
Mar+1.5%
Apr+7.9%
May-3.3%
Jun-1.4%
Jul-6.3%
Aug+13.4%
Sep-14.5%
Oct+2.3%
Nov-3.8%
Dec-14.1%

1985

Jan+16.4%
Feb+22.7%
Mar-3.2%
Apr+25.0%
May+9.5%
Jun+1.0%
Jul+6.4%
Aug-9.7%
Sep-2.5%
Oct-1.7%
Nov+20.7%
Dec+8.2%

1984

Jan+3.7%
Feb+1.2%
Mar+4.7%
Apr+1.1%
May-3.5%
Jun+3.7%
Jul-2.1%
Aug+6.7%
Sep+0.3%
Oct+13.2%
Nov+0.0%
Dec+3.0%

1983

Jan-1.2%
Feb+10.7%
Mar+0.1%
Apr+7.4%
May+19.0%
Jun-10.1%
Jul-17.8%
Aug+13.6%
Sep-5.6%
Oct-8.8%
Nov-3.5%
Dec-2.4%

1982

Jan+0.0%
Feb-1.8%
Mar-12.5%
Apr+10.2%
May-5.7%
Jun+6.0%
Jul+0.0%
Aug-1.9%
Sep+5.8%
Oct+1.1%
Nov+29.5%
Dec+18.1%

1981

Jan-22.7%
Feb+2.9%
Mar-7.1%
Apr-4.6%
May-0.3%
Jun+0.3%
Jul+1.6%
Aug-14.3%
Sep-7.4%
Oct+2.0%
Nov-0.8%
Dec+10.7%

1980

Jan
Feb
Mar
Apr+28.4%
May+9.5%
Jun-3.8%
Jul-3.0%
Aug-15.5%
Sep+17.1%
Oct+21.9%
Nov-0.9%
Dec-5.2%

Avg

Jan-0.1%
Feb+3.1%
Mar+1.4%
Apr+0.4%
May+1.2%
Jun+1.5%
Jul+1.4%
Aug-0.2%
Sep+0.4%
Oct+2.0%
Nov+3.9%
Dec+3.2%

Median

Jan+0.3%
Feb+3.2%
Mar+2.0%
Apr-1.0%
May+2.2%
Jun+1.0%
Jul+1.4%
Aug+0.7%
Sep+0.3%
Oct+2.1%
Nov+2.6%
Dec+3.2%

Last 5Y Avg

Jan-4.6%
Feb+3.9%
Mar+0.8%
Apr-1.9%
May-0.2%
Jun+3.0%
Jul-1.2%
Aug+1.0%
Sep-2.9%
Oct+4.8%
Nov+6.0%
Dec+1.1%

Std Dev (σ)

Jan7.6%
Feb8.2%
Mar5.5%
Apr8.9%
May6.7%
Jun6.2%
Jul6.2%
Aug7.5%
Sep7.7%
Oct9.5%
Nov8.2%
Dec7.1%

Consistency (μ/σ)

Jan-0.02
Feb0.38
Mar0.25
Apr0.05
May0.17
Jun0.24
Jul0.23
Aug-0.03
Sep0.05
Oct0.21
Nov0.48
Dec0.45

Win Rate (%)

Jan50%
Feb65%
Mar63%
Apr43%
May55%
Jun57%
Jul57%
Aug57%
Sep54%
Oct67%
Nov67%
Dec72%

Winning / Losing Months

Jan2323
Feb3016
Mar2917
Apr2027
May2621
Jun2720
Jul2620
Aug2620
Sep2521
Oct3115
Nov3115
Dec3313

Longest Win / Loss Streak

Jan44
Feb144
Mar143
Apr57
May34
Jun64
Jul53
Aug54
Sep66
Oct63
Nov83
Dec82

Best

Jan+17.8%1986
Feb+25.6%1987
Mar+12.8%2000
Apr+28.4%1980
May+19.0%1983
Jun+18.0%2026
Jul+13.3%1989
Aug+13.6%1983
Sep+20.4%1998
Oct+27.1%2022
Nov+29.5%1982
Dec+18.1%1982

Worst

Jan-22.7%1981
Feb-13.4%2020
Mar-12.5%1982
Apr-17.2%2020
May-17.1%1987
Jun-10.1%1983
Jul-17.8%1983
Aug-25.1%1998
Sep-14.5%1986
Oct-25.2%1987
Nov-13.6%2002
Dec-14.1%1986
−25.2%+29.5%

Frequently asked questions

Data & methodology