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STOCK BASED COMPENSATION (Details) (USD $)
3 Months Ended 6 Months Ended 6 Months Ended 38 Months Ended 3 Months Ended
Jun. 30, 2013
Jun. 30, 2012
Jun. 30, 2013
Jun. 30, 2012
Jun. 30, 2013
RLI Corp. Long-Term Incentive Plan (LTIP) and Omnibus Stock Plan
Jun. 30, 2013
Omnibus Stock Plan
Dec. 31, 2005
Omnibus Stock Plan
Jun. 30, 2013
RLI Corp. Long-Term Incentive Plan (LTIP)
Jun. 30, 2013
RLI Corp. Long-Term Incentive Plan (LTIP)
Mar. 31, 2013
RLI Corp. Long-Term Incentive Plan (LTIP)
Outside director
Mar. 31, 2013
Outside Directors' Stock Option Plan (the director's plan)
Stock based compensation                      
Shares authorized for grant             1,500,000 2,000,000 2,000,000    
Stock options granted to date (in shares)           1,228,726     1,105,750    
Award vesting period         5 years            
Term of options         8 years            
Term of options granted prior to 2009         10 years            
Age and period of service of the participant to be eligible for retirement               75 years      
Weighted Number of Options Outstanding                      
Outstanding options at the beginning of the period (in shares)     1,472,602 1,280,866              
Options granted (in shares)     265,850 253,400       265,850      
Options exercised (in shares)     (153,262) (61,173)              
Options canceled/forfeited (in shares)     (20,760) (2,710)              
Outstanding options at the end of the period (in shares) 1,564,430 1,470,383 1,564,430 1,470,383              
Exercisable options at the end of the period (in shares) 737,180 725,363 737,180 725,363              
Weighted Average Exercise Price                      
Outstanding options at the beginning of the period (in dollars per share)     $ 44.45 $ 43.23              
Options granted (in dollars per share)     $ 71.58 $ 69.23              
Options exercised (in dollars per share)     $ 33.95 $ 40.52              
Options canceled/forfeited (in dollars per share)     $ 50.93 $ 47.33              
Outstanding options at the end of the period (in dollars per share) $ 50.00 $ 47.82 $ 50.00 $ 47.82              
Exercisable options at the end of the period (in dollars per share) $ 39.66 $ 40.59 $ 39.66 $ 40.59              
Weighted Average Remaining Contractual Life                      
Weighted-average remaining contractual term of options outstanding     5 years 7 months 2 days 5 years 8 months 5 days              
Weighted-average remaining contractual term of exercisable options     4 years 4 months 17 days 4 years 6 months 18 days              
Aggregate Intrinsic Value                      
Options exercised (in dollars)     $ 5,942,000 $ 1,885,000              
Outstanding options at the end of the period (in dollars) 41,315,000 30,230,000 41,315,000 30,230,000              
Exercisable options at the end of the period (in dollars) 27,095,000 20,026,000 27,095,000 20,026,000              
Average fair value of options granted (in dollars per share)     $ 12.99 $ 13.29              
Stock-based compensation expenses (in dollars) 1,000,000 900,000 1,800,000 1,800,000             100,000
Income tax benefit from stock-based compensation (in dollars) 300,000 300,000 600,000 600,000              
Unrecognized stock-based compensation expense (in dollars) 5,600,000   5,600,000                
Weighted average grant date assumptions and weighted average fair value                      
Weighted-average fair value of grants (in dollars per share)     $ 12.99 $ 13.29              
Risk-free interest rates (as a percent)     0.74% 0.95%              
Dividend yield (as a percent)     2.00% 1.93%              
Expected volatility (as a percent)     25.41% 25.64%              
Expected option life     5 years 2 months 23 days 5 years 4 months 24 days              
Period for which annualized dividends is considered to calculate dividend yield     5 years                
Restricted shares issued per recipient (in dollars)                   $ 10,000  
Restriction period                     1 year
Restricted shares issued                     1,160