Expired50% confidenceFactExact time
DeepSeek consumes a high number of tokens when used with Cloud Code, with multiple developers reporting it is 'very token-hungry'.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
MiniMax M3 Code Test: How Does It Stack Up Against DeepSeek?
bilibili程序员老罗6/5/2026
Related Claims
UnverifiedFor complex tasks, DeepSeek's token costs may actually be higher, because more manual intervention, more conversation rounds, and more corrective modifications are required, and it cannot query the internet.70% similarUnverifiedDeepSeek's agent chaining capability is relatively weak, making it better suited for scenarios such as data analysis, code assistance, and simple question answering.70% similarPartially VerifiedThe DeepSeek API has been integrated into mainstream AI application development frameworks including LangChain, LlamaIndex, Semantic Kernel, and Dify.69% similarVerifiedDeepSeek's model names include deepseek-chat and deepseek-coder.69% similarVerifiedThe DeepSeek API offers significant discounts on cache-hit tokens.69% similar
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