A trader who made more than $100 million from a $10 million bet against gold. A hedge fund that gained 42% after a bullish wager on stocks. A firm that saw returns of 48% thanks in part to soaring Japanese stocks.

These were among the winning investors who managed to rack up huge gains forecasting a handful of key shifts in a year that vexed many market gurus.

Many...