Expired50% confidenceBenchmarkExact time
Among the 6 models evaluated, DeepSeek has the lowest hardware cost.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/10/2026
First Seen
Valid until: 10/8/2026(expired)
Sources
Real-World Comparison of 6 Open-Source LLMs for On-Premise Deployment: A Selection Guide to Avoid Pitfalls
bilibili懂算力的Strong哥7/8/2026
Related Claims
UnverifiedDeepSeek replicated top-tier model performance at extremely low compute costs.73% similarUnverifiedDeepSeek offers extremely high cost-effectiveness, with very low prices; DeepSeek-Coder's performance on SWE-bench is close to GPT-4 level, yet its price is only one-tenth or even lower.72% similarUnverifiedDeepSeek has been quietly developing its own chips for approximately one year, aiming to reduce its dependence on Nvidia and Huawei.70% similarUnverifiedThe concurrency limits of free models are very low; it is recommended to use DeepSeek or lower-tier commercial models on OpenRouter for testing to control costs.68% similarUnverifiedDeepSeek-V3以极低的训练成本实现了顶尖推理能力68% similar
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