GNI may stand for:
- Global Network Initiative, an Internet freedom and privacy organization
- Grand Isle Seaplane Base, in Louisiana, United States
- Greater Nagoya Initiative, a Japanese business model project
- Gross national income
- Guniyandi language
- Lyudao Airport, in Taiwan
- Graph nonisomorphism problem, a computational problem frequently abbreviated as GNI.