Comprehensive Commercialization Analysis of AI Agents: Anthropic’s First Profit, OpenAI’s IPO Push, and the Rise of China’s AI Vanguard

In May 2026, the AI industry reached a pivotal turning point. Anthropic achieved its first quarterly profit; OpenAI secretly filed for an IPO; and Chinese AI models surpassed 60% of total usage on OpenRouter—three major developments occurring simultaneously, collectively painting the full picture of AI Agent commercialization. I. Anthropic: From Academic Institution to Commercial Success Anthropic’s Q2 financial results: $10.9 billion in revenue, a 130% quarter-on-quarter increase; $559 million in operating profit—the company’s first-ever quarterly profit. Claude Code contributed over 60% of total revenue. The secret to its profitability lies in its focus on enterprise-grade use cases. Claude Code is positioned as a ‘code development assistant,’ not a general-purpose chat tool. This vertical focus delivers advantages: higher willingness-to-pay, clearly defined usage scenarios, and accumulable technical barriers. OpenAI: Racing Toward IPO OpenAI has partnered with Goldman Sachs and Morgan Stanley, targeting an IPO in September 2026, with a valuation estimated between $852 billion and $1 trillion. Reasons for going public include: capital requirements (massive investment needed for GPT-5 development), investor exit demands, and competitive pressure.

Debunking the AI Bubble Narrative: Anthropic’s First-Ever Profit

In May, OpenAI also directly established OpenAI Deployment Company to help enterprises truly deploy AI systems. According to OpenAI, it embeds engineers specialized in cutting-edge AI deployment into client organizations to jointly redesign critical workflows. This approach closely mirrors Anthropic’s enterprise strategy: AI model companies cannot simply wait for customers to adopt their technology independently—they must proactively enter enterprise environments and transform AI into purchasable, integrated solutions. That said, Anthropic has pursued this path more purely—and more swiftly—than OpenAI. 03 Anthropic Seizes the Initiative Ahead of Its IPO The timing of Anthropic’s profitability is highly significant—it arrives precisely as several of the most closely watched AI companies move toward IPO. SpaceX has already entered formal IPO procedures, aiming for the earliest possible Nasdaq listing by mid-June; OpenAI is accelerating its preparations, with foreign media reporting it may have secretly filed documents as early as late May and aims to go public as soon as September; although Anthropic has not yet publicly submitted its prospectus, it has retained Silicon Valley law firm Wilson Sonsini, engaged investment banks, and is seeking a new round of massive financing ahead of its anticipated IPO. In terms of valuation, all three companies have now entered the trillion-dollar club: SpaceX targets an IPO valuation of approximately $1.5 trillion (WSJ) to $1.75 trillion (Reuters); OpenAI’s current valuation stands at around $852 billion (Reuters, May 21); Anthropic’s latest funding round valued the company at roughly $900 billion (Financial Times, May 21). AI companies are collectively marching toward public markets—and at this moment, Anthropic’s delivery of a quarterly operating profit is not merely good financial news, but a strategic first-mover advantage in the IPO narrative. OpenAI commands the strongest consumer-facing entry point; SpaceX owns the hardest infrastructure; while Anthropic has delivered what capital markets know best—and find hardest to ignore: profit. In private markets, investors can back vision, technology, founding teams, or even the promise of “the next platform.” But in public markets, stories ultimately converge on financials. Public-market investors may accept losses from high-growth companies—but they expect those losses to be controlled, the path to profitability to be clear, and unit economics to improve as scale expands. In IPO narratives, profitability carries strong persuasive power—especially amid persistent skepticism about an AI bubble and ongoing market concerns that large language model companies are merely capital black holes. A leading-edge model company delivering quarterly operating profit first fundamentally reshapes its public offering story. That said, this does not mean the path ahead is smooth or problems solved. One profitable quarter does not equal permanent victory. Anthropic has demonstrated that a frontier-model company *can* turn a profit in a single quarter—but it has not yet proven it can do so consistently and sustainably over time. The era of AI burning through cash is far from over. SpaceX disclosed that Anthropic has agreed to pay $1.25 billion per month for compute services related to Colossus and Colossus II, under a contract extending through May 2029.

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