OpenAI has released GPT-6.1 Terra, a new model built around visual reasoning, computer use, writing, and coding. OpenAI says Terra is designed for high-volume work such as reading invoices and entering details into accounting software. The company says its standard API prices are half those of GPT-5.6 Terra and GPT-6.1 Sol. Pricing starts at $1 per million input tokens and $5 per million output tokens. Terra is available through the OpenAI API, and to Plus, Pro, Enterprise, and Edu users in ChatGPT Work and Codex.
The commercially important point is the lower price of a model that can see an interface and act inside it. That can change the economics of repetitive operations, from product data fixes to back-office processing. Teams comparing models should weigh token prices alongside task completion, review time, and failure rates in production. OpenAI’s benchmark and safety results remain company-reported, so buyers should validate the model on their own workflows.
Anthropic has taken a major step toward the public markets. An S-1 registration statement filed with the U.S. Securities and Exchange Commission on Monday confirms that the company is pursuing an initial public offering. The filing was accepted on October 26. The Associated Press reports that Anthropic plans to list on the Nasdaq under the ticker ANT. The final valuation, offering price, and amount raised have not been established.
For enterprise buyers, the filing opens a new window into the economics and risks of a frontier model provider. For the broader market, it also raises the pressure on competing labs to show how revenue growth, infrastructure spending, and governance fit together.
Meta is also reaching for more capital to support its AI ambitions. The company announced roughly $35 billion of concurrent public offerings, split between common stock and depositary shares representing preferred stock. Meta also said it plans a future at-the-market program of roughly $60 billion after trading begins in its new Class C shares. The company cautioned that the timing, size, and terms of that program are not settled, and that it may not establish the program at all.
Meta says its planned investments will support AI infrastructure, consumer and business agents, enterprise products, and its core apps. For advertisers and commerce operators, this is a clear signal that the systems behind recommendations, ad performance, messaging, and AI agents remain capital-intensive priorities.
In commerce, consumer investment firm L Catterton announced a strategic investment in Glance, an AI-powered shopping platform backed by InMobi. Glance says its service spans smartphones, connected televisions, and other digital environments, helping consumers move from product inspiration to discovery and purchase. L Catterton says it will support Glance’s expansion, with a particular focus on the United States. The financial terms were not disclosed.
That missing number matters, but so does the distribution strategy. Glance’s strategy puts AI shopping beyond chat windows and into the screens consumers already use throughout the day. For brands, that creates another discovery surface to evaluate, while the actual return on that distribution still needs to be demonstrated.
The through line is cost, capital, and distribution. OpenAI is lowering the price of action-oriented model capacity. Anthropic and Meta are pursuing more capital. Glance is trying to place AI shopping across devices. Watch next for pricing and demand around the Anthropic and Meta offerings, and for evidence that lower model costs translate into reliable savings in real business workflows.
That’s your AI Commerce Brief for today. Thanks for listening.
