DeepSeek Fuels Surge in Compute Demand, Bittensor Network Sets Record Daily Token Processing Volume

Overview

With the rapid iteration of artificial intelligence large model technology, underlying computing power demand is experiencing explosive growth. Recently, domestic large models represented by DeepSeek have achieved significant breakthroughs in inference performance and cost efficiency, directly driving a surge in trading volume on decentralized computing networks. Among them, data from Bittensor network's SN53 node showed that daily Token processing volume hit a new all-time high, marking that decentralized AI infrastructure is accelerating into the stage of large-scale commercial implementation.

Computing Power Demand Drives Network Data to Break Records

According to the latest data disclosed by Engy Network, Bittensor network's SN53 node processed over 12.1 billion Tokens in the past 24 hours, with request volume reaching 834,000, setting a peak for this period. Behind these figures is the massive demand for inference computing power from efficient large models like DeepSeek, prompting a restructuring of the market evaluation system for decentralized computing power resources.

"This is not just a data breakthrough, but also a signal of the maturity of decentralized AI trust mechanisms." An industry analyst pointed out.

Data shows that the current network success rate has recovered to 93.4%. Among them, the Qwen model operated stably with a 99% success rate, while the V4.1-Flash model consumed 5.1 billion Tokens in 101,000 requests, accounting for almost half of the day's total usage. Although the Kimi model saw its success rate drop to 78% after a brief load squeeze, its 136,000 calls still reflected sustained market demand for its computing power resources.

Growth Trends and Macroeconomic Performance

Observing from a longer time dimension, the growth momentum of SN53 node has not slowed down. Over the past seven days, the network cumulatively processed 5.6 million requests, with a total of 80 billion Tokens; over the past thirty days, request volume exceeded 24.4 million, with a total Token volume of 326 billion. If extrapolated at the current growth rate, the full-day request volume today (UTC time) is expected to exceed 1.08 million, and Token processing volume is likely to reach 15.3 billion. This will bring the network its second single-day milestone of over one million requests, breaking the historical highest record.

In terms of macroeconomic performance, corresponding to the aforementioned traffic window period, the revenue recorded by this exchange was 793 α (approximately $5,631), with cumulative ledger income reaching 9,905 α (approximately $64,000). This steady financial performance further validates the economic sustainability of decentralized computing power nodes when facing traffic surges.

Industry Outlook: Entering "Takeoff Mode"

Currently, Bittensor network has clearly entered "takeoff mode." Technological advancements such as DeepSeek have not only expanded the capability boundaries of individual models but also stimulated exponential expansion of application scenarios by reducing inference costs. For investors and developers, monitoring the interplay effects among $TAO, $SOL, and the $AI sector will be key to capturing this wave of decentralized AI.

As large models like MiniMax and Qwen deepen their integration into decentralized networks, the demonstration effect of core nodes such as SN53 may drive infrastructure upgrades across the entire Web3 AI ecosystem. The market is re-evaluating the value logic of computing power as a service, and today's data records may merely be the beginning of this transformation.