The market response to Chinese AI startup DeepSeek's latest model has been notably subdued, marking a sharp contrast with the global shock triggered by its earlier releases.
The company's preview of its next-generation model, DeepSeek-V4, has failed to spark the kind of market volatility seen last year, when its low-cost artificial intelligence systems upended assumptions about the economics of AI development.
The launch of DeepSeek-V3 and R1 had sent shockwaves through global markets, prompting a selloff in technology stocks as investors questioned the sustainability of heavy spending on AI infrastructure by U.S. firms.
Analysts at the time described the breakthrough as a 'black swan' event a sudden disruption that forced a reassessment of cost structures, competitive dynamics and China's capacity to innovate despite U.S. chip restrictions.
The comparatively muted reaction to V4 highlights how quickly the industry has adapted.
Low-cost, high-efficiency models developed under computing constraints are no longer unexpected. Advances in architecture and optimisation have since been widely explored, making DeepSeek's latest progress appear evolutionary rather than disruptive.
'This announcement followed a rather predictable path,' said Lian Jye Su, chief analyst at Omdia, noting that the broader industry has already caught up with many of the techniques that once set DeepSeek apart.
Benchmark comparisons suggest that while DeepSeek-V4 Pro represents a clear improvement, it sits alongside rather than above leading open-weight models.
Rivals such as Kimi and Qwen have narrowed the gap, underscoring intensifying competition within China's fast-moving AI sector.
This marks a shift from last year, when DeepSeek appeared to leap ahead of domestic peers, driving rapid adoption and global attention.
Analysts say the conditions that amplified last year's shock are no longer present.
High valuations, expectations of dominance by a few major players, and the surprise emergence of a relatively unknown Chinese firm all contributed to the earlier market reaction.
Now, investors have adjusted.
'The expectation that new players will emerge is now baked into valuations,' Su said, adding that markets have become more measured in assessing both the promise and the limits of AI.
While market reaction has been muted, analysts argue the strategic significance of DeepSeek's latest model lies elsewhere in the broader U.S.-China technology rivalry.
DeepSeek's optimisation of V4 to run efficiently on domestic hardware, including chips from Huawei, reflects China's push to build a self-reliant AI ecosystem amid tightening U.S. export controls.
'The 'wow factor' was last year that's already priced in,' said Alfredo Montufar-Helu of Ankura China Advisors. 'What matters now is whether China can continue advancing AI using its own chips. The geopolitical implications would be significant.'
(with inputs from Reuters)