In stockpot over medium-high heat, heat oil. Add onion, garlic, chili powder, cumin, chipotle and black pepper. Saute until onion is translucent, 3 to 5 minutes.
Stir in vegetable stock. Add remaining ingredients. Cook, stirring, until mixture comes to a boil. Reduce heat. Simmer 20 minutes.