Altair Announces Fourth Quarter 2019 Financial Results

  (Unaudited) 
    Three Months Ended
December 31,
    Twelve Months Ended
December 31,
 
    2019     2018     2019     2018  
Cost of revenue-software $342  $7  $1,069  $31 
Research and development  1,306   410   2,917   740 
Sales and marketing  688   595   2,250   910 
General and administrative  608   1,114   2,292   1,658 
Total stock-based compensation expense   $ 2,944     $ 2,126     $ 8,528     $ 3,339  
                                 

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