As an experimental version, although DeepSeek-V3.2-Exp has been validated for effectiveness on public evaluation sets, it still requires broader and larger-scale testing in real user scenarios to identify potential issues in certain long-tail use cases. To facilitate comparative testing by users, we have temporarily retained additional API access interfaces for V3.1-Terminus.