This study reports on results from the Early Mathematics Beliefs and Confidence Survey, administered to 346 preschool teachers in a large public school system in the Midwest. Survey results depict a much more positive view of teachers' beliefs and confidence in early math teaching than previously reported. Results also suggest that teacher confidence varies with specific types of math knowledge and teaching abilities, and assessing math learning is a specific area where teachers lack confidence. Examining confidence in their math abilities and in teaching early math, results indicate that teachers are more confident teaching math and remain confident in teaching even when confidence in their abilities is low. Implications of results for early math professional development are discussed.