I am trying to understand why different bookmakers sometimes display different odds for exactly the same sporting event. Are these differences mainly caused by each company's assessment of probability, market demand, operating costs, or the margin included in its prices? I would also like to learn how decimal and fractional odds can be compared fairly and whether the highest displayed price always represents the most informative estimate of an outcome's actual probability.