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Anthropic's Opus 4.6 adds agent teams, 1M context window to counter OpenAI Codex

Three days after OpenAI's Codex desktop launch, Anthropic shipped Opus 4.6 with multi-agent collaboration and extended context. The release targets enterprise code generation but positions as general-purpose model. Beta features and three-month development cycle signal escalating competition for developer tools market.

Anthropic released Claude Opus 4.6 on Thursday, adding agent teams and a 1 million token context window three days after OpenAI launched its Codex desktop application. The timing underscores the intensity of competition in enterprise AI development tools.

The release represents a three-month development cycle since Opus 4.5 launched in November 2025. Key features target complex workflows: multiple agents can now decompose tasks and coordinate autonomously, while the extended context window (matching Anthropic's Sonnet models) processes large codebases in single sessions. Both capabilities remain in beta.

Anthropic claims Opus 4.6 leads GPT-5.2 on GDPval-AA benchmark by 144 ELO points and tops Terminal-Bench 2.0 for agentic coding. The company reports Claude Code reached $1 billion run rate revenue in November, six months after general availability. Enterprise deployments include Uber, Salesforce, and Accenture.

The broader context matters: Anthropic's enterprise share jumped to 44% in production deployments according to Andreessen Horowitz, the largest gain among frontier labs since May 2025. OpenAI's Codex launch appears designed to counter this momentum, with the company reporting 1 million developers used Codex last month.

Notably, Anthropic is marketing Opus 4.6 beyond developers. The company reports adoption by product managers and financial analysts, positioning it as a general-purpose enterprise model rather than purely a coding tool. Native PowerPoint integration allows real-time presentation creation within applications.

The strategic shift: long-running agentic workflows as the core value proposition across knowledge work, not just code generation. This broadens the addressable market but requires proving ROI beyond software engineering teams.

What's missing: technical details on agent coordination mechanisms, production readiness timelines for beta features, and customer case studies demonstrating measurable impact. The 1M context window matches competitor offerings rather than exceeding them. Anthropic's $10 billion funding round at $350 billion valuation (mentioned but unfinished in source material) suggests investor confidence, but enterprise buyers will want deployment data before committing to platform decisions.

The pattern is clear: release cycles are compressing, features are converging, and the battle for enterprise developers is accelerating. We'll see which capabilities translate to sustained adoption.