Penguin Solutions Inc. saw its stock price climb 13.47% to close at $44.23 on Friday, reflecting a volatile session for the Nasdaq-listed AI infrastructure and memory company as traders responded to an improved fiscal 2026 forecast. The surge came as memory chip prices have doubled since January and could climb another 63% in the current quarter, tightening supply for AI data centers.
Stronger Outlook Drives Rally
The company raised its fiscal 2026 net sales growth forecast to 12% year-over-year, plus or minus 5 percentage points, up from a prior target of 6% growth with a wider margin. Adjusted non-GAAP earnings per share guidance also increased to $2.15, give or take 15 cents. CEO Kash Shaikh highlighted memory as a "critical scaling factor for AI inference," the phase where trained AI models handle live user requests.
Mixed Quarterly Results
Second-quarter net sales fell 6% to $343 million, but GAAP diluted earnings per share jumped to 58 cents from 9 cents a year earlier. The sales mix shifted, with Integrated Memory posting gains while Advanced Computing declined as Penguin exited its Edge business and did not repeat large hyperscale hardware orders from the prior year.
Strategic Shift to AI Inference
Shaikh described AI's pivot "from experimentation to production," emphasizing that inference is "memory-bound and latency-sensitive." This requires memory placed close to processors and fast response times, rather than simply stacking more graphics chips.
Product Line Momentum
Penguin is advancing its OriginAI and MemoryAI product lines. The OriginAI platform integrates large memory appliances into NVIDIA RTX PRO 6000 and B300 GPU frameworks. The CXL-based MemoryAI KV cache server uses Compute Express Link technology to connect CPUs to expanded memory, enabling large language models to maintain context during response generation.
Customer wins include Deepgram, which tapped Penguin to provide AI infrastructure for voice technology using Dell PowerEdge servers, Dell PowerScale storage, and NVIDIA's RTX PRO 6000 Blackwell Server Edition GPUs.
Competitive Landscape and Risks
Rivals Dell and Super Micro Computer have launched Nvidia Blackwell Ultra servers targeting enterprise AI customers, though high production costs and intense competition are squeezing margins. Stifel trimmed its price target on Penguin to $24 from $27 but maintained a Buy rating, citing supply issues affecting Advanced Computing guidance while noting stronger computing bookings and broader customer reach.
Key risks include slow conversion of bookings, parts delays, and memory price increases that could favor suppliers over system builders. Penguin flagged in its filing that Advanced Computing revenue depends on customer deployment timing and ongoing AI component shortages.
