Breaking: Anthropic IPO Faces Backlash Over Chinese Open Source Models and Pirate Face
The proposed 2.5 trillion dollar valuation for Anthropic is challenged by the rise of quantized Chinese models and the new Pirate Face platform after Nvidia acquired Hugging Face.
By Aiko Soto ·

Anthropic, the developer of the Claude models, is preparing for an initial public offering that targets a valuation between 2.5 trillion dollars and 3 trillion dollars. This projection stands in stark contrast to the company's current financial reality, which includes a deficit of about 500 billion dollars and annual revenue of less than 20 billion dollars. The company carries compute commitments to partners like Amazon and Google that total up to 900 billion dollars. This massive gap between projected value and actual revenue has become the central question for investors and industry observers alike.
The core of the controversy lies in the open source market, which is being flooded by advanced Chinese models. Kimi from Moonshot AI, DeepSeek, Qwen from Alibaba, and models from Xiaomi are all contributing to this shift. These companies have demonstrated a willingness to give their models over to the public to increase innovation. Kimi K3 recently started to outperform the Opus 5 models from Anthropic and was made available to the public. This development has forced Anthropic to contend with competitors who are not bound by the same proprietary constraints.
The internet community quickly adopted these large language models and quantized them down. This process made the models usable on smaller machines, including Mac Studios, A100 cards, and RTX Nvidia models. The ability to run advanced AI on consumer hardware has changed the economic landscape. It allows developers and users to access powerful capabilities without relying on the high-end infrastructure that Anthropic and its rivals are building.
Nvidia agreed to acquire Hugging Face, the primary platform for distributing open AI models, for 12.9 billion dollars. Hugging Face generates about 150 to 200 million dollars a year in its peak years, making the acquisition price about 70 times its revenue. While the stated reason for the deal was CUDA, the software that runs these models, the deeper motivation was control over model distribution. Nvidia sought to secure its grip on the market by owning the hub where open source innovation thrives.
After Nvidia completed the acquisition of Hugging Face, advanced models were deleted from the platform. Anything over a quant 4, which meant advanced models capable of beating Claude's offerings, was removed. The 4 bit, 6 bit, 8 bit, and 16 bit full sized models were banned from the Hugging Face platform. This move effectively cut off a major distribution channel for the Chinese open source models that were gaining traction. It signaled a shift from open distribution to controlled access.
Developers on Discord rallied to stop what they saw as censorship and corporate overreach. They opened Pirate Face, a new place where users can upload and download all models. This community effort aimed to preserve the open nature of the ecosystem. However, the large 400 gigabyte models at quant 3 and higher were scrubbed from the network before the new platform could fully stabilize. The rise of Pirate Face represents a direct challenge to the centralized control that Nvidia and Anthropic are attempting to establish.
In recent months, Anthropic has been suspending users for reasons such as abuse, potential fraud, and usage violations. The appeal process is largely ineffective because it is fully run by bots, and accounts are rarely reactivated once suspended. Critics argue that these suspensions will multiply significantly once Anthropic goes public. With deep pockets and access to unlimited funds, the company will have the resources to enforce its rules more aggressively. The end user will become less important to the corporate strategy.
Anthropic does not make significant money from daily users or even heavy users. The company is expected to create programs where user ideas and data will belong to Anthropic. If the company identifies great ideas, it may suspend the user for an unproven reason and claim the intellectual property. This approach poses a risk for anyone who builds on top of Claude. The company that hosts the work may claim a share of the prize when that work becomes worth billions.
Dario Amodei, the CEO of Anthropic, stated in an interview that some ideas are worth billions. He suggested that Anthropic will likely implement a royalty or partnership program. Under this plan, if a person or company finds the cure for cancer, some of the accreditation and funding would go to Anthropic. This statement has scared many developers who build on the platform. It implies that the host of the work can claim a financial stake in the success of the user.
The fight over control extends to Washington, where Anthropic demanded that Congress ban Chinese models for national security reasons. The company recently circulated media suggesting AI will take over the world, a move timed with the departure of disgruntled employee Jacob Coxon. This publicity stunt helped generate panic in the government. Congress passed a bill that now bans any government and its affiliates from using any Chinese models. Anthropic is also trying to pass bills that would stop other companies like Verizon from launching their own AI models in house using advanced open source models.
In June 2026, Anthropic released Fable 5 and Mythos 5 on June 9, 2026. The U.S. Department of Commerce issued an export control directive, and Anthropic suspended access to these models worldwide on June 12, 2026. The models were solving too many problems, prompting Anthropic to pull them off the shelf. This action was less about winning the AI race and more about controlling the pace of the race. The suspension of these models highlighted the tension between rapid innovation and regulatory oversight.





