In a skillet, heat olive oil over medium-high heat. Sauté onion and red bell peppers for 5 minutes. Sauté garlic in the last minute. Careful not to burn it.
Add rice, stock, wine, tomatoes, and paprika. Bring to a boil then reduce to low. Cover for 12 min. Stir in remaining ingredients. Cook for another 10 min.