Sort and wash peas.
Heat butter in a large saucepan over medium-high heat. Add onion, garlic, and jalapeño to pan; sauté 3 minutes or until onion is tender. Add peas, broth, pepper, and paprika; bring to a boil. Reduce heat, and simmer 50 minutes or until peas are tender, stirring occasionally.