DeepSeek's New Models Burn Through 'Thinking Tokens' During Testing

SimplyAnnisa · x · 2026-08-24

Users report that DeepSeek's new models (codenamed Melon and Marshmallow) repeatedly hit max-token limits on identical problems, suggesting they are burning through 'thinking tokens' excessively. This is seen as a comparison of different training approaches, with the final version depending on which survives real-world testing.

Related event: Anthropic's Marshmallow and Melon Model Codenames Surface Ahead of Possible Release(6 posts)→

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