AI Giants Slash Free Usage Limits as Holiday Demand Overwhelms GPU Infrastructure

Reviewed byNidhi Govil

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OpenAI and Google reduce free access to Sora video generation and Gemini image creation tools due to overwhelming demand during Thanksgiving weekend, highlighting infrastructure challenges facing AI companies.

Infrastructure Overwhelmed by Holiday Demand

Both OpenAI and Google have implemented significant restrictions on their free AI services following an unprecedented surge in usage during the Thanksgiving holiday weekend. OpenAI's video generation tool Sora and Google's image creation model Nano Banana Pro are experiencing what industry insiders describe as capacity constraints that have forced immediate policy changes

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Source: TechRadar

Source: TechRadar

Bill Peebles, OpenAI's head of Sora, candidly acknowledged the technical challenges on social media platform X, stating "our gpus are melting, and we want to let as many people access sora as possible!" The comment highlights the intense computational demands placed on graphics processing units (GPUs) that power these AI services

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OpenAI Implements Daily Video Limits

Starting immediately, Sora users on free accounts will be restricted to generating just six videos per day, a significant reduction from previous allowances. The limitation affects only free users, while ChatGPT Plus and Pro subscribers maintain their existing access levels without any changes to their service

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Source: CNET

Source: CNET

Peebles indicated that users who exhaust their daily allocation can purchase additional video generations as needed, representing a clear monetization strategy during peak demand periods. This approach allows OpenAI to manage server load while providing revenue opportunities from users requiring extended access

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Google Reduces Image Generation Access

Google has implemented even more restrictive measures for its Nano Banana Pro image generation service. Free users are now limited to creating just two images per day, down from the previous allowance of three daily images

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. The company's support documentation explicitly states that "image generation and editing is in high demand," suggesting these restrictions are directly related to server capacity issues

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Source: PC Magazine

Source: PC Magazine

When users exceed their Nano Banana Pro allocation, the system automatically reverts to the standard Nano Banana model, previously known as Gemini 2.5 Flash Image, which maintains a more generous limit of 100 free images per day

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Gemini 3 Pro Faces Uncertain Restrictions

Google's newest language model, Gemini 3 Pro, has also experienced significant changes to its free access structure. Previously offering up to five prompts daily, the service now provides only "basic access" with daily limits that "may change frequently"

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. This vague language suggests Google is implementing dynamic restrictions based on real-time server capacity and demand fluctuations.

The uncertainty extends beyond core AI services to related tools. NotebookLM, Google's AI-powered research assistant, has temporarily suspended access to its new Infographics and Slide Decks features for free users, with additional limitations imposed even on Pro subscribers

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Premium Users Maintain Full Access

Both companies have strategically maintained full service levels for their paying customers. Google AI Pro subscribers continue to receive 100 Gemini 3 prompts and 100 image generation credits daily, while AI Ultra users enjoy 500 prompts and 1,000 Nano Banana Pro images per day

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. This tiered approach ensures revenue-generating customers experience no service degradation while encouraging free users to consider paid subscriptions

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