General Antonyms:
* Sameness
* Monotony
* Uniformity
* Repetition
* Similarity
* Consistency
* Lack of diversity
* Homogeneity
More Specific Antonyms:
* Limited selection (if referring to a choice)
* Stagnation (if referring to lack of change)
* Boredom (if referring to a lack of excitement)
* Simplicity (if referring to a lack of complexity)
The best antonym will depend on the specific context in which you are using the word "variety".