OpenRouter routes API requests to cost-effective backend providers, but Mohamed Moustafa highlights inconsistencies: different providers use varying serving software, with some lacking vision capabilities or handling reasoning options differently. Users can control routing with the provider.only option and check available providers via the /endpoints method.