Look at the Sankey diagram for an energy saving light bulb below. What is the bulb's efficiency?

It depends on what you're using this lightbulb for.
If you're using it to illuminate your walk-in closet, then it's 75% efficient.
If you're using it to warm the basket where the newborn kittens are, then it's only 25% efficient.