Several catalysts have been explored for OCM, including those based on mixed metal oxides, rare earth metals, and transition metals. The effectiveness of these catalysts depends on their ability to activate methane and oxygen while minimizing the formation of unwanted byproducts. Siluria Technologies has developed proprietary catalysts that demonstrate high performance and stability in OCM reactions.