{"id":186696,"date":"2025-11-25T09:13:01","date_gmt":"2025-11-25T09:13:01","guid":{"rendered":"https:\/\/teknomers.com\/en\/it-might-be-the-best-programming-model-but-it-still-has-a-major-flaw\/"},"modified":"2025-11-25T09:13:05","modified_gmt":"2025-11-25T09:13:05","slug":"it-might-be-the-best-programming-model-but-it-still-has-a-major-flaw","status":"publish","type":"post","link":"https:\/\/teknomers.com\/en\/it-might-be-the-best-programming-model-but-it-still-has-a-major-flaw\/","title":{"rendered":"It Might Be the Best Programming Model, but It Still Has a Major Flaw"},"content":{"rendered":"\n<div>\n<h2>Claude Opus 4.5: The Apex of AI Programming Models<\/h2>\n<p>Anthropic <a rel=\"noopener, noreferrer nofollow\" href=\"https:\/\/www.anthropic.com\/news\/claude-opus-4-5\" target=\"_blank\">has announced<\/a> Claude Opus 4.5, its most advanced AI model to date. It claims to have outperformed competitors like OpenAI&#8217;s GPT-5.1 Codex-Max and Google&#8217;s Gemini 3 Pro, making it the leading option for programming and intelligent agents.<\/p>\n<h3>General Overview and Performance Metrics<\/h3>\n<p>The new model boasts an impressive 80.9% accuracy in SWE-Bench Verified, a benchmark for evaluating software engineering capabilities. Furthermore, Opus 4.5 has passed a rigorous recruiting test designed for engineers, eclipsing the performance of all human candidates. This performance surge solidifies Anthropic\u2019s status as a leader in AI tools for programming.<\/p>\n<h3>Significance in the AI Landscape<\/h3>\n<p>This release is particularly notable as even <a rel=\"nofollow noopener\" class=\"text-outboundlink\" href=\"https:\/\/www.genbeta.com\/inteligencia-artificial\/big-tech-estan-ia-externa-para-programar-motivo-supera-constantemente-a-suyas\" data-vars-post-title=\"Las Big Tech est\u00e1n usando esta IA para la programaci\u00f3n m\u00e1s seria. El motivo: supera constantemente a las suyas\" data-vars-post-url=\"https:\/\/www.genbeta.com\/inteligencia-artificial\/big-tech-estan-ia-externa-para-programar-motivo-supera-constantemente-a-suyas\" target=\"_blank\">Meta utilizes Claude for its internal Devmate code assistant<\/a>, despite being a competitor. Opus 4.5 excels not only in coding but also extends its capabilities to:<\/p>\n<ul>\n<li>Creation of documents, spreadsheets, and professional presentations.<\/li>\n<li>Conducting deep research tasks using multiple sources.<\/li>\n<li>Advanced visual and mathematical reasoning.<\/li>\n<li>Managing subagent teams for complex multi-agent systems.<\/li>\n<\/ul>\n<h3>Cost-Efficiency and API Improvements<\/h3>\n<p>In terms of affordability, Anthropic has cut the price of its API significantly, from $15\/75 per million tokens to just $5\/25. Opus 4.5 is also more power-efficient compared to its predecessors:<\/p>\n<ul>\n<li>In medium effort mode, it matches the performance of Sonnet 4.5 while consuming 76% less power.<\/li>\n<li>In high mode, it outperforms Sonnet 4.5 by 4.3 percentage points, utilizing 48% fewer tokens.<\/li>\n<\/ul>\n<h3>Development Platform Enhancements<\/h3>\n<p>Alongside the model, Anthropic has refined its development platform with several noteworthy upgrades:<\/p>\n<ul>\n<li><strong>Claude Code<\/strong> now asks clarifying questions before creating an editable execution plan file.<\/li>\n<li><strong>Claude for Chrome<\/strong> is accessible to all Max users, streamlining task management across multiple browser tabs.<\/li>\n<li><strong>Claude for Excel<\/strong> is available to Max, Team, and Enterprise users, supporting charts, pivot tables, and file uploads.<\/li>\n<li><strong>Endless conversations<\/strong> feature allows for unlimited dialogue, overcoming previous context window limitations.<\/li>\n<\/ul>\n<h3>A Major Drawback: Usage Limitations<\/h3>\n<p>Despite its advances, Opus 4.5 suffers from significant usage limits. Even first-level Pro and Max subscribers find their token allocations consumed rapidly. It can take up to five hours to refresh the initial quota. This limitation has become a primary source of frustration for users who pay between $20 to $100 monthly. Although Anthropic has made attempts to raise the limits for Premium users, the experience still does not meet the expectations set by a premium service.<\/p>\n<h3>Future Prospects and Strategic Positioning<\/h3>\n<p>The introduction of Opus 4.5 balances the Anthropic model family. With three clearly differentiated models\u2014Haiku, Sonnet, and Opus\u2014each now serves a distinct purpose regarding cost, speed, and capability. As Anthropic aims to position itself as a premium provider for knowledgeable professionals and developers, it faces the ongoing challenge of addressing usage limits. If left unattended, this issue may alienate potential users who could derive substantial value from the model.<\/p>\n<\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/teknomers.com\/category\/general\/\" rel=\"dofollow\">General News &#8211; 2<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Claude Opus 4.5: The Apex of AI Programming Models Anthropic has announced Claude Opus 4.5, its most advanced AI model to date. It claims to have outperformed competitors like OpenAI&#8217;s GPT-5.1 Codex-Max and Google&#8217;s Gemini 3 Pro, making it the leading option for programming and intelligent agents. General Overview and Performance Metrics The new model [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":186697,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[36399],"tags":[44038,187,4732,23660],"class_list":["post-186696","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-flaw","tag-major","tag-model","tag-programming"],"_links":{"self":[{"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/posts\/186696","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/comments?post=186696"}],"version-history":[{"count":0,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/posts\/186696\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/media\/186697"}],"wp:attachment":[{"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/media?parent=186696"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/categories?post=186696"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/tags?post=186696"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}