OpenAI's ChatGPT for Financial Services lands 422 days after Anthropic's

OpenAI shipped ChatGPT for Financial Services on September 10, 2026: a tailored version of its ChatGPT Work enterprise product, built with design partners Morgan Stanley and Evercore, according to OpenAI, running on GPT-6 Astra, which CNBC describes as OpenAI's latest and most advanced model, with native data access from LSEG, Daloopa and PitchBook to research companies, analyze figures and generate pitchbooks 1. Anthropic shipped its counterpart, Claude for Financial Services, on July 15, 2025 2. Count the days between the two launch dates and you get 422.

The gap is the story, not the launch. OpenAI is a year late to a vertical Anthropic opened, and even the launch-day coverage notes Anthropic shipped its Wall Street product "last year" 1. What OpenAI is running instead is packaging. In the same 48 hours it put a voice model in developers' hands, a data agent inside ChatGPT Work, and a finance-specific product alongside both 34, ahead of what CNBC describes as a widely expected blockbuster initial public offering 1. The horizontal assistant is being cut into verticals, and financial services is the deepest slice so far.

Two of the three data pipes already feed Claude

Native data access is the headline feature: LSEG, Daloopa and PitchBook furnish financial statements and earnings transcripts, and the product taps a bank's existing data subscriptions automatically 1. Anthropic's own launch page, from 422 days earlier, lists nine data providers for Claude: Box, Daloopa, Databricks, FactSet, Morningstar, Palantir, PitchBook, S&P Global and Snowflake 2.

Two of OpenAI's three named data sources, Daloopa and PitchBook, were already in Anthropic's lineup when Anthropic opened this vertical. The data layer of the race is shared infrastructure, sold to both sides by the same vendors. What actually differs is the model, the host product and the sales motion. On the host: OpenAI's finance chief Sarah Friar told investors in August that the enterprise business now accounts for more revenue than the consumer business 1. ChatGPT for Financial Services is a play to deepen that base, and OpenAI's vice president of product Nick Turley says tailored products for other sectors are coming 1.

Three enterprise products in two days

ChatGPT for Financial Services did not land alone. The same 48 hours produced:

• GPT-Live-1 opened to developers as an API: a speech model that can listen and talk at the same time, priced at $0.05 per minute 3.
• A Data agent inside ChatGPT Work, connecting systems such as Snowflake, Databricks, Tableau and Power BI, shipped without a published external accuracy benchmark 4.
• ChatGPT for Financial Services itself, initially geared toward investment banking and equity research, with citations that trace data back to source filings and administrative controls for sensitive deal materials 1.

That cadence is the tell. This is not one product announcement; it is a sprint across enterprise surface areas, with finance as the flagship vertical.

Anthropic's head start shows in who is quoted

Anthropic's July 2025 launch page reads like a product with users: Aaron Linsky, CTO of AIA Labs at Bridgewater, said the group had been building with Claude since 2023 and that Claude powered the first versions of its Investment Analyst Assistant, handling complex analysis "with the precision of a junior analyst" 2. OpenAI's launch day reads like a product with sponsors: Morgan Stanley and Evercore are design partners, and Turley declined to name banks that have signed on 1.

The pitch for the same work is explicit on both sides. "We're effectively teaching ChatGPT to research like an analyst and back up its conclusions like an analyst as well," Turley said at a briefing where he showed the platform analyzing a potential M&A target and producing a formatted PowerPoint deck in a bank's own style guide 1.

The open question is whether 422 days of Anthropic deployments beat OpenAI's horizontal install base. Banks that spent a year wiring Claude into research workflows do not rip that out for a demo. The number that would settle it, production seats at Wall Street institutions, appears in neither company's launch materials. Until one publishes it, the race will be argued in design partners and demos, and the next vertical will arrive on the same schedule.