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Anthropic's Opus 4.5 Model Rolls Out, Addressing Key User Pain Points

AI Anthropic Opus 4.5 Large Language Models GPT-5.1 Gemini Claude Prompt Injection
November 24, 2025
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Article Summary

Anthropic has unveiled Opus 4.5, a significant update to its flagship Claude model, designed to directly address a major frustration for users. The most notable change is a redesigned conversation management system that prevents abrupt terminations of long conversations, a common issue with previous Claude versions. Instead of simply cutting off conversations exceeding a 200,000-token window, Opus 4.5 now intelligently summarizes earlier parts of the conversation, discarding extraneous information while retaining key details. Beyond this core improvement, Opus 4.5 boasts enhanced coding performance, achieving an 80.9% accuracy score in the SWE-Bench Verified benchmark, surpassing GPT-5.1-Codex-Max and Gemini 3 Pro. Furthermore, the model demonstrates improved efficiency with token usage, significantly reducing output tokens compared to previous models. Anthropic has also added a new 'effort' parameter for developers, enabling precise control over efficacy and token consumption. The launch includes expanded access to Claude Code in desktop apps and a drastically reduced API pricing structure ($5 input/$25 output per million tokens).

Key Points

  • Opus 4.5 addresses the issue of abrupt conversation terminations in Claude models, preventing incoherent conversations after prolonged use.
  • The model achieves an 80.9% accuracy score on the SWE-Bench Verified benchmark, exceeding GPT-5.1-Codex-Max and Gemini 3 Pro in coding performance.
  • Opus 4.5 significantly improves token efficiency, offering a substantial reduction in output tokens for comparable results.

Why It Matters

The release of Opus 4.5 represents a critical step forward for Anthropic and the broader AI landscape. Addressing the long-standing issue of abrupt terminations dramatically improves the user experience, making Claude more practical and reliable. The model's competitive performance benchmarks and reduced token usage demonstrate Anthropic's continued innovation and could shift the balance of power in the rapidly evolving landscape of large language models. This news is of particular importance to developers and businesses already utilizing or considering Claude, as it potentially unlocks greater efficiency and productivity.

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