Walter Johnson made $12,000 a year .
Walter Johnson won 36 games for the Senators in 1913 and was the most prolific pitcher of his time .
Walter Johnson , who won 36 games for the Senators in 1913 and was the most prolific pitcher of his time , made $12,000 a year .