Anthropic Considers Releasing New AI Model Ahead of IPO as OpenAI Gains Enterprise Momentum

Anthropic Considers New AI Model Ahead of Potential IPO

Anthropic is considering releasing a new AI model as it faces increasing competitive pressure from OpenAI, according to three people familiar with the company's discussions cited by Reuters.

The potential release could come ahead of Anthropic's expected initial public offering (IPO), adding another strategic dimension to the company's model-development plans.

Anthropic is reportedly evaluating whether its next model is sufficiently safe for release while also considering the financial implications of investing in another major model launch.

The discussions come shortly after OpenAI released GPT-6 Astra, which has gained traction among businesses and developers.

OpenAI's GPT-6 Astra Changes the Competitive Landscape

OpenAI released GPT-6 Astra on September 3, positioning the model as a major upgrade for computer use, software engineering, cybersecurity and professional work.

The model has reportedly received a strong response from enterprise users, creating concerns among some investors about whether OpenAI could begin taking market share from Anthropic in enterprise AI.

According to data cited by Reuters, GPT-6 Astra accounted for about 13% of enterprise AI spending tracked by corporate expense platform Ramp, compared with approximately 8% for Anthropic's Claude Fable.

OpenAI has also gained ground on OpenRouter, a platform that tracks developer traffic across AI models. OpenRouter reported that users spent more on OpenAI models than Anthropic models during the latest week measured, marking the first time OpenAI had led on that metric in more than two and a half years.

Anthropic Faces a Strategic Dilemma

The possible model release creates a difficult strategic balance for Anthropic.

On one side, the company needs to remain competitive as AI companies release increasingly capable models. On the other, Anthropic has built part of its corporate identity around AI safety and responsible development.

Anthropic CEO Dario Amodei recently called on AI companies to slow the pace at which they improve model capabilities because of concerns about potential misuse and the difficulty of maintaining human control over increasingly powerful AI systems.

Amodei made the appeal in a September 12 essay in which he argued for slowing the pace of AI capability development.

The possibility of releasing a new model soon after that call highlights the tension between safety considerations and competitive pressures.

Safety Evaluation Could Influence the Launch

One person familiar with Anthropic's thinking said the company is evaluating the safety of its next model as part of the decision over whether to release it.

This is significant because Anthropic has positioned safety as a central part of its approach to developing advanced AI systems.

The company has also recently announced measures intended to increase independent evaluation of its frontier models. Anthropic said it would partner with Accenture on independent evaluation and red-teaming, with the two companies each committing at least $1 billion over five years to build capacity for this work.

Anthropic has separately disclosed that Claude is increasingly being used in its own AI research and development. The company said Claude was leading 26% of its model R&D work as of August, while AI collaborated with humans on more than 90% of its research work.

IPO Plans Add to the Pressure

The possible model launch comes as Anthropic prepares for a potential public listing.

Reuters previously reported that Anthropic was considering an IPO that could become one of the largest technology offerings ever. The company was reportedly seeking to raise as much as $100 billion, potentially valuing the company at around $2 trillion, although the plans remained under discussion and could change.

Anthropic raised $65 billion in May 2026 at a post-money valuation of approximately $965 billion, according to Reuters. Its annualised revenue run rate had reportedly risen above $65 billion by the end of July, compared with around $9 billion at the end of 2025.

The IPO would put additional attention on Anthropic's ability to demonstrate continued revenue growth while managing the enormous costs associated with training and operating advanced AI models.

Profitability Is Becoming More Important

The debate over releasing another model is not only about technology.

Anthropic is also considering how much it should spend on new model development as investors become increasingly focused on profitability and cash generation.

Higher interest rates and competition from open-source AI models, particularly from China, are adding pressure to the economics of the AI industry.

Advanced AI models require substantial computing infrastructure, data-centre capacity and specialised chips. Companies must therefore balance investment in improving their models against the need to build sustainable business economics.

For Anthropic, this calculation becomes particularly important ahead of a potential IPO because public-market investors could scrutinise both growth and the path toward profitability.

Meta Is Also Reportedly Rethinking Its Anthropic Usage

Anthropic's competitive challenge extends beyond OpenAI.

Meta Platforms has been one of Anthropic's major customers, but people familiar with the matter told Reuters that Meta is looking to reduce its use of Anthropic's models as it develops more AI capabilities internally.

Meta had not immediately responded to Reuters' request for comment.

If large enterprise customers increasingly develop their own AI systems or diversify across multiple providers, AI companies may face greater pressure to maintain performance, pricing and product differentiation.

Anthropic's Enterprise Position Faces a New Test

Anthropic has been viewed as a major provider of enterprise AI tools, with its Claude models gaining adoption among businesses.

The rise of OpenAI's latest model could challenge that position.

The competitive environment is also becoming more fragmented. Businesses and developers have more options, including commercial models from multiple major technology companies and open-source alternatives.

This could make it harder for any single AI provider to maintain a dominant position while also putting pressure on pricing.

Anthropic Has Continued Expanding Its AI Products

The potential new model would come after several recent product developments from Anthropic.

Earlier in September, the company launched Claude for Financial Advisors, connecting Claude with investment analytics and wealth-management software from companies including BlackRock, Charles Schwab and Addepar.

Anthropic has also announced changes designed to bring its Claude chat and Cowork capabilities into a single interface, alongside new document and presentation tools.

These moves indicate that Anthropic is expanding Claude beyond a general-purpose chatbot and further into specialised professional and enterprise workflows.

OpenAI and Anthropic Are Taking Different Approaches to the IPO Race

The two companies are also approaching the public-markets question differently.

OpenAI CEO Sam Altman recently confirmed that OpenAI would not go public in 2026, citing concerns around AI safety as one reason for avoiding a listing at this time.

Anthropic, meanwhile, continues to prepare for a potential IPO, although Reuters reported that the timing could move to after the November US midterm elections. Earlier plans reportedly envisioned marketing beginning as early as mid-October.

The contrast means Anthropic could potentially enter public markets while the competitive AI model race is accelerating.

What a New Anthropic Model Could Mean for the AI Market

If Anthropic releases a new model earlier than planned, the move could have broader implications for the AI industry.

A more capable Claude model could help Anthropic defend enterprise customers and respond to OpenAI's recent gains.

However, launching another frontier model can also increase computing and development costs. It could intensify the broader race among AI companies to spend more on chips, data centres and research.

The move could also test whether AI companies can simultaneously accelerate technological development and maintain strong safety controls.

What Investors Will Be Watching

If Anthropic moves toward an IPO, investors are likely to focus on several factors:

• Revenue growth and enterprise adoption

• Model performance relative to OpenAI and other competitors

• Customer retention

• AI inference and infrastructure costs

• Cash requirements for future model development

• Profitability and free cash flow

• Dependence on major technology partners

• AI safety and regulatory risks

• Competition from open-source models

• The pace of new model releases

The potential new model could therefore become more than a technology announcement. Its reception among businesses and developers could influence how investors view Anthropic's competitive position ahead of a public listing.

The Bigger Question: Growth Versus Safety

Anthropic's situation illustrates one of the central challenges facing frontier AI companies.

Companies need to keep improving their models to remain competitive, but increasingly capable systems also require stronger safety testing and oversight.

Anthropic's recent public statements have emphasised the need for caution, while the company's consideration of a new model demonstrates the commercial pressure created by a rapidly changing competitive environment.

Whether Anthropic releases the model ahead of schedule will depend on its assessment of safety, product competitiveness, investment requirements and IPO considerations. Reuters reported that Anthropic declined to comment on the matter.

Bottom Line

Anthropic is considering releasing a new AI model ahead of a potential IPO as OpenAI's GPT-6 Astra gains traction with enterprise customers.

The possible launch comes at a notable moment for Anthropic. CEO Dario Amodei has recently called for a slower pace of AI capability development because of safety concerns, while competitive pressure is pushing AI companies to improve their models rapidly.

At the same time, Anthropic is preparing for potentially significant public-market scrutiny. Its revenue growth, model performance, computing costs, profitability and ability to retain enterprise customers will all be important considerations.

The potential new model could help Anthropic respond to OpenAI's recent momentum, but it could also increase development and infrastructure costs. The decision will ultimately reflect how the company balances competitive growth, safety requirements and the financial demands of building frontier AI systems.