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class="ArticlePage-module-scss-module__EaEYjq__Article" style="opacity:1"><div class="TableOfContents-module-scss-module__f4L05W__Bar"><div data-orientation="vertical" data-hidden="true" class="StickyTableOfContents-module-scss-module__otSNYa__Accordion"><div data-orientation="vertical" data-hidden="" data-index="-1" data-closed="" class="StickyTableOfContents-module-scss-module__otSNYa__Item"><h3 data-orientation="vertical" data-hidden="" data-index="-1" data-closed="" class="StickyTableOfContents-module-scss-module__otSNYa__Header"><button type="button" data-value="" data-orientation="vertical" data-hidden="" data-index="-1" tabindex="0" aria-disabled="false" aria-expanded="false" id="base-ui-_R_5bpbsnpfkq6btbH2_" class="StickyTableOfContents-module-scss-module__otSNYa__Trigger"><span class="StickyTableOfContents-module-scss-module__otSNYa__TriggerLabel">Chapter<!-- --> <!-- -->01<!-- -->: <span class="StickyTableOfContents-module-scss-module__otSNYa__Target">Working with Claude Sonnet 5</span></span><div class="StickyTableOfContents-module-scss-module__otSNYa__TriggerIcon" style="width:20px;height:20px;display:flex;align-items:center;justify-content:center;flex-shrink:0"><svg width="20" height="20" viewBox="0 0 20 20" fill="currentColor" xmlns="http://www.w3.org/2000/svg" aria-hidden="true"><path d="M14.128 7.16482C14.3126 6.95983 14.6298 6.94336 14.835 7.12771C15.0402 7.31242 15.0567 7.62952 14.8721 7.83477L10.372 12.835L10.2939 12.9053C10.2093 12.9667 10.1063 13 9.99995 13C9.85833 12.9999 9.72264 12.9402 9.62788 12.835L5.12778 7.83477L5.0682 7.75273C4.95072 7.55225 4.98544 7.28926 5.16489 7.12771C5.34445 6.96617 5.60969 6.95939 5.79674 7.09744L5.87193 7.16482L9.99995 11.7519L14.128 7.16482Z"></path></svg></div></button></h3></div></div></div><header class="ArticleHero-module-scss-module__VYxBBq__Header" style="visibility:hidden"><div class="ArticleHero-module-scss-module__VYxBBq__Content"><h1 class="ArticleHero-module-scss-module__VYxBBq__Title">Introducing Claude Sonnet 5</h1></div><div class="ArticleHero-module-scss-module__VYxBBq__TableOfContentsContainer"><div class="TableOfContents-module-scss-module__f4L05W__List ArticleHero-module-scss-module__VYxBBq__TableOfContents" data-mode="fold"><nav class="InlineTableOfContents-module-scss-module__YDHiNG__TableOfContentsDesktop"><ul class="InlineTableOfContents-module-scss-module__YDHiNG__List"><li class="InlineTableOfContents-module-scss-module__YDHiNG__Item"><a href="#working-with-claude-sonnet-5" class=""><span class="InlineTableOfContents-module-scss-module__YDHiNG__Number">01</span><span class="InlineTableOfContents-module-scss-module__YDHiNG__Text">Working with Claude Sonnet 5</span></a></li><li class="InlineTableOfContents-module-scss-module__YDHiNG__Item"><a href="#safety-evaluations" class=""><span class="InlineTableOfContents-module-scss-module__YDHiNG__Number">02</span><span class="InlineTableOfContents-module-scss-module__YDHiNG__Text">Safety evaluations</span></a></li><li class="InlineTableOfContents-module-scss-module__YDHiNG__Item"><a href="#availability-and-pricing" class=""><span class="InlineTableOfContents-module-scss-module__YDHiNG__Number">03</span><span class="InlineTableOfContents-module-scss-module__YDHiNG__Text">Availability and pricing</span></a></li></ul></nav></div></div><div class="ArticleHero-module-scss-module__VYxBBq__Cover"><div class="ArticleHero-module-scss-module__VYxBBq__CoverContainer"><img alt="Introducing Claude Sonnet 5" loading="lazy" width="870" height="489.375" decoding="async" data-nimg="1" class="ArticleHero-module-scss-module__VYxBBq__CoverImage" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2F2039cc549c023bc855671308211d20d3382828a9-2880x1620.jpg&amp;w=1080&amp;q=75 1x, /_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2F2039cc549c023bc855671308211d20d3382828a9-2880x1620.jpg&amp;w=1920&amp;q=75 2x" 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ConstellationPanel-module-scss-module__yApI1G__cta" rel="nofollow" href="/search?topic=claude-sonnet">View more<span class="Button-module-scss-module__f9ZZrG__icon"><svg width="20" height="20" viewBox="0 0 20 20" fill="currentColor" xmlns="http://www.w3.org/2000/svg" style="flex-shrink:0" aria-hidden="true"><path d="M11.1465 4.64648C11.3417 4.45127 11.6582 4.45136 11.8535 4.64648L16.8535 9.64649L16.916 9.72267C16.9703 9.80418 17 9.90061 17 10C17 10.1326 16.9473 10.2598 16.8535 10.3535L11.8535 15.3535C11.6583 15.5486 11.3417 15.5487 11.1465 15.3535C10.9513 15.1583 10.9514 14.8418 11.1465 14.6465L15.293 10.5H3.5C3.2239 10.5 3.00006 10.2761 3 10C3 9.72387 3.22386 9.50001 3.5 9.50001H15.293L11.1465 5.35352C10.9514 5.15826 10.9513 4.8417 11.1465 4.64648Z"></path></svg></span></a></div></aside></div><div class="Body-module-scss-module__PA4F1q__body" data-article-body="true" data-theme="ivory"><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">Claude Sonnet 5 is built to be the most agentic Sonnet model yet. It can make plans, use tools like browsers and terminals, and run autonomously at a level that, just a few months ago, required larger and more expensive models.</p><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">For many developers, the agentic AI era began with Sonnet-class models: Claude Sonnet 3.5, 3.6, and 3.7 were the first models that showed impressive skills in coding and tool use. More recently, though, the clearest gains in agentic capabilities have been in our Opus-class models.</p><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">Sonnet 5 narrows the gap: its performance is close to that of Opus 4.8, but at lower prices. It’s a substantial improvement over its predecessor, Sonnet 4.6, on important aspects of agentic performance like reasoning, tool use, coding, and knowledge work:</p><div class="Body-module-scss-module__PA4F1q__media-column" data-type="image" data-width="full-width"><figure class="ImageWithCaption-module-scss-module__Duq99q__e-imageWithCaption"><img alt="Claude Sonnet 5 benchmark table" loading="eager" width="2600" height="1234" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2F9941d610909f28a504e16dd5af823df172ec6035-2600x1234.png&amp;w=3840&amp;q=75 1x" src="/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2F9941d610909f28a504e16dd5af823df172ec6035-2600x1234.png&amp;w=3840&amp;q=75"/><figcaption class="RichTextWrapper-module-scss-module__RMuY0W__root CaptionFootnote-module-scss-module__-LJkNq__container CaptionFootnote-module-scss-module__-LJkNq__container--default" data-component="RichTextWrapper"><div class="typography-module-scss-module__tOQyXa__caption-1 CaptionFootnote-module-scss-module__-LJkNq__text" data-component="Caption"><em>Scores for Sonnet 5 on a variety of evaluations compared to those of Sonnet 4.6 and Opus 4.8 (a more generally capable model, for reference). The <a href="https://www.anthropic.com/claude-sonnet-5-system-card">Claude Sonnet 5 System Card</a> reports a broader set of evaluations in detail.</em></div></figcaption></figure></div><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">Our safety assessments found that Sonnet 5 shows an overall lower rate of undesirable behaviors than Sonnet 4.6, and is generally safer to use in agentic contexts. Evaluations also show that it has a much lower ability to perform cybersecurity tasks than our current Opus models.</p><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">From today, Claude Sonnet 5 is available across all plans: it is the default model for Free and Pro plans, and is available to Max, Team, and Enterprise users. It is priced at $2 per million input tokens and $10 per million output tokens. Developers can use <code class="InlineCodeBlock-module-scss-module__nsPAba__code">claude-sonnet-5</code> via the <a id="base-ui-_R_fgpdrpbsnpfkq6btb_" data-base-ui-tooltip-trigger="" href="https://platform.claude.com/docs/en/about-claude/models/overview">Claude API</a>.</p><h2 class="typography-module-scss-module__tOQyXa__headline-4 Body-module-scss-module__PA4F1q__reading-column post-heading" data-component="Headline" id="working-with-claude-sonnet-5" data-selectable="true">Working with Claude Sonnet 5</h2><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">The charts below compare the performance of Sonnet 5 with Sonnet 4.6 and Opus 4.8 at different <a id="base-ui-_R_f91drpbsnpfkq6btb_" data-base-ui-tooltip-trigger="" href="https://platform.claude.com/docs/en/build-with-claude/effort">effort</a> levels on the agentic search evaluation <a id="base-ui-_R_fh1drpbsnpfkq6btb_" data-base-ui-tooltip-trigger="" href="https://arxiv.org/abs/2504.12516">BrowseComp</a> and the computer use evaluation <a id="base-ui-_R_fp1drpbsnpfkq6btb_" data-base-ui-tooltip-trigger="" href="https://xlang.ai/blog/osworld-verified">OSWorld-Verified</a>. Sonnet 5 (orange line) is a strict improvement over Sonnet 4.6 (gray line) and covers a much wider range of cost-performance options than Opus 4.8 (yellow line). It provides substantially improved cost efficiency at medium effort; its higher-effort performance can match Opus 4.8 on some tasks. Between Sonnet 5 and Opus 4.8, users can adjust the effort level to find the right balance of cost and performance.</p><div class="Body-module-scss-module__PA4F1q__media-column" data-type="mediaCarousel"><div class="MediaCarousel-module-scss-module__S2ancq__media-carousel"><div class="ButtonGroup-module-scss-module__YC-PYq__buttonGroup MediaCarousel-module-scss-module__S2ancq__tab-group" role="tablist"><button aria-selected="true" role="tab" aria-controls="media-panel-0" id="media-tab-0" data-component="Button" data-variant="primary" class="Button-module-scss-module__f9ZZrG__button Button-module-scss-module__f9ZZrG__corner-small Button-module-scss-module__f9ZZrG__variant-primary Button-module-scss-module__f9ZZrG__size-small Button-module-scss-module__f9ZZrG__no-hover-expand">Agentic search</button><button aria-selected="false" role="tab" aria-controls="media-panel-1" id="media-tab-1" data-component="Button" data-variant="secondary" class="Button-module-scss-module__f9ZZrG__button Button-module-scss-module__f9ZZrG__corner-small Button-module-scss-module__f9ZZrG__variant-secondary Button-module-scss-module__f9ZZrG__size-small Button-module-scss-module__f9ZZrG__no-hover-expand">Agentic computer use</button></div><div class="MediaCarousel-module-scss-module__S2ancq__media-container"><div class="MediaCarousel-module-scss-module__S2ancq__media-panel MediaCarousel-module-scss-module__S2ancq__active" role="tabpanel" id="media-panel-0" aria-labelledby="media-tab-0" aria-hidden="false"><figure class="ImageWithCaption-module-scss-module__Duq99q__e-imageWithCaption"><img alt="" loading="eager" width="3840" height="2160" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2Fcd0df787f39b6408dcba539fba93f817f2f3c0b4-3840x2160.png&amp;w=3840&amp;q=75 1x" src="/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2Fcd0df787f39b6408dcba539fba93f817f2f3c0b4-3840x2160.png&amp;w=3840&amp;q=75"/><figcaption class="RichTextWrapper-module-scss-module__RMuY0W__root CaptionFootnote-module-scss-module__-LJkNq__container CaptionFootnote-module-scss-module__-LJkNq__container--default" data-component="RichTextWrapper"><div class="typography-module-scss-module__tOQyXa__caption-1 CaptionFootnote-module-scss-module__-LJkNq__text" data-component="Caption">Cost-performance curves at different effort levels. The previous best Sonnet model (Sonnet 4.6) fell well short of Opus 4.8. Sonnet 5 offers a wider range of cost-performance options than Sonnet 4.6, and in some cases matches Opus 4.8’s capability levels. The charts show Sonnet 5 priced at $3 per million input tokens and $15 per million output tokens (existing standard pricing). Sonnet 5&#x27;s introductory pricing of $2/MTok input and $10/MTok output has since been made permanent, so its actual cost is lower than shown here. Opus 4.8 is priced at $5/MTok input and $25/MTok output. xhigh = extra high effort level.</div></figcaption></figure></div><div class="MediaCarousel-module-scss-module__S2ancq__media-panel" role="tabpanel" id="media-panel-1" aria-labelledby="media-tab-1" aria-hidden="true"><figure class="ImageWithCaption-module-scss-module__Duq99q__e-imageWithCaption"><img alt="" loading="eager" width="3840" height="2160" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2Fd5c761e88dc46d7f79990dc2c4ad7a7cbaebdf3b-3840x2160.png&amp;w=3840&amp;q=75 1x" src="/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2Fd5c761e88dc46d7f79990dc2c4ad7a7cbaebdf3b-3840x2160.png&amp;w=3840&amp;q=75"/><figcaption class="RichTextWrapper-module-scss-module__RMuY0W__root CaptionFootnote-module-scss-module__-LJkNq__container CaptionFootnote-module-scss-module__-LJkNq__container--default" data-component="RichTextWrapper"><div class="typography-module-scss-module__tOQyXa__caption-1 CaptionFootnote-module-scss-module__-LJkNq__text" data-component="Caption">Cost-performance curves at different effort levels. The previous best Sonnet model (Sonnet 4.6) fell well short of Opus 4.8. Sonnet 5 offers a wider range of cost-performance options than Sonnet 4.6, and in some cases matches Opus 4.8’s capability levels. The charts show Sonnet 5 priced at $3 per million input tokens and $15 per million output tokens (existing standard pricing). Sonnet 5&#x27;s introductory pricing of $2/MTok input and $10/MTok output has since been made permanent, so its actual cost is lower than shown here. Opus 4.8 is priced at $5/MTok input and $25/MTok output. xhigh = extra high effort level.</div></figcaption></figure></div></div></div></div><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">Feedback from our early access partners has been consistent: Sonnet 5 is much more agentic than its predecessors. Testers described how it finishes complex tasks where previous Sonnet models would stop short, how it checks its own output without explicitly being asked, and how it does all this agentic work at an attractive price point:</p><div class="Body-module-scss-module__PA4F1q__media-column" data-type="quoteCarousel"><div class="QuoteCarousel-module-scss-module__XVJWRG__quote-carousel-wrapper"><div class="QuoteCarousel-module-scss-module__XVJWRG__embla"><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__container"><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Zimu Li logo" loading="lazy" width="164" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/18f900625532e1baaa3302bdf9539f73592bdf60-164x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>Claude Sonnet 5 gives our agents a strong execution layer for multi-step software engineering work. It handles sustained coding, tool use, and debugging well across messy technical contexts, and has been especially useful for workflows where follow-through and technical grounding matter.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Zimu Li</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">Member of Technical Staff</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Daniel Shepard logo" loading="lazy" width="103" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/f343481e6a953bc7b5390e6d9f61cf387c2ceb11-103x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>We handed Claude Sonnet 5 a two-part job—update Salesforce account tiers, send a launch announcement to enterprise contacts—and it finished end to end. That used to stall halfway. For day-to-day automation, it’s a no-brainer.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Daniel Shepard</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">Senior Engineer</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Fabian Hedin logo" loading="lazy" width="133" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/40a2a6a28afd8ac8fbf0e764b6bbf4ebf06a1977-133x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>Claude Sonnet 5 gets more done with less. Same output quality, fewer steps to get there. It refuses unsafe requests cleanly and consistently, too. At Lovable, we’re putting powerful tools in the hands of millions of builders. A model that knows when to say no is just as important as one that knows how to build.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Fabian Hedin</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">Co-founder</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Yusuke Kaji logo" loading="lazy" width="107" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/73b380711885c6beb5270575119dbf31d7f71236-107x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>We ran Claude Sonnet 5 against dozens of our most challenging real pull requests, and it carried each one through to a tested, verified result on its own — freeing our engineers to focus on the judgment, the decision, and the final sign-off.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Yusuke Kaji</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">GM, AI for Business</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Neel Chotai logo" loading="lazy" width="107" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/0cd3307b18e36ea9146a2fa1cbcb2966c4ccfd36-107x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>I asked Claude Sonnet 5 to investigate a bug. Unprompted, it wrote a reproducing test, implemented the fix, then stashed it to confirm the bug came back without the change. All in a single pass.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Neel Chotai</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">Rust Engineer and Software Engineer</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Sualeh Asif logo" loading="lazy" width="151" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/f084c88e65466636019709c40cc477aadce2f718-151x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>With Claude Sonnet 5, agents stay on plan, follow our conventions, and ship clean multi-step changes, all at an efficient cost.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Sualeh Asif</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">Co-founder</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Dominic Elm logo" loading="lazy" width="92" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/b6ba30deda95060f1a9ff19cf03b184d36529a2a-92x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>Claude Sonnet 5 is at its best on brownfield code—race conditions, hidden tests, the parts nobody wants to touch. It traces a failure to its actual root cause and ships a durable fix instead of patching the symptom.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Dominic Elm</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">Founding Engineer</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Mauricio Wulfovich logo" loading="lazy" width="85" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/b130e0ceb83f1514a925c7dc93f9768ed60232e3-85x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>Claude Sonnet 5 sits on the Pareto frontier for Eve’s plaintiff-law tasks. We see the clearest gains in legal research and analysis, at a price-to-performance ratio that made the choice to migrate easy.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Mauricio Wulfovich</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">Staff ML Engineer</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Ryadh Dahimene logo" loading="lazy" width="180" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/d97a1e1d49be76a2b9cc3df04843793e9a803214-180x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>ClickHouse agents explore live data and produce insights on the fly, so time-to-insight matters when testing new models. Claude Sonnet 5 reasons in tighter steps and gets our users to answers noticeably faster. That speed is a difference our customers feel.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Ryadh Dahimene</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">Director PM AI/ML</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Eric He logo" loading="lazy" width="105" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/7504d4d2c41a3baa1ac5cb0d4e7bd19abc57e07d-105x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>At Pace, our computer-use agents run insurance workflows—submission intake, FNOL, loss runs—on the systems our operations teams already use. Claude Sonnet 5 consistently takes the right action and does it quickly, which is what real insurance work demands.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Eric He</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">Member of Technical Staff</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Ben Kus logo" loading="lazy" width="60" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/bf162513ba017e72d4e07b0cd7683b86c4c5bc88-60x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>For enterprise teams managing high-volume, complex workloads, Claude Sonnet 5 represents a genuine step forward — strong performance where it counts, with the speed and cost profile that makes scaling practical. On several complex tasks it exceeds the current frontier, while delivering fast responses at low costs. For enterprises running at scale, that&#x27;s a real operational win.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Ben Kus</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">Chief Technology Officer</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Manav Khurana logo" loading="lazy" width="111" height="64" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/f0719d10f52d94453dfd4c51b4fb26395f277b25-111x64.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>Claude Sonnet 5 handled the full range of coding tasks we tested it on, while resolving more issues. It&#x27;s a meaningful improvement to both quality and efficiency.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Manav Khurana</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">CPMO</p></figcaption></div></div><div class="QuoteCarousel-module-scss-module__XVJWRG__embla__slide"><div class="QuoteCard-module-scss-module__WZnjZG__card"><div class="QuoteCard-module-scss-module__WZnjZG__logo-section"><div class="QuoteCard-module-scss-module__WZnjZG__logo-inner"><img alt="Kiro logo" loading="lazy" width="125" height="32" decoding="async" data-nimg="1" class="QuoteCard-module-scss-module__WZnjZG__logo" style="color:transparent" src="https://www-cdn.anthropic.com/images/4zrzovbb/website/cfaee5416044c0e687cf04a0fd1f3f3f26025dfc-125x32.svg"/></div></div><blockquote class="QuoteCard-module-scss-module__WZnjZG__quote"><p class="typography-module-scss-module__tOQyXa__body-3--serif QuoteCard-module-scss-module__WZnjZG__quote-text" data-component="Body"><span class="QuoteCard-module-scss-module__WZnjZG__hanging-quote">“</span>Claude Sonnet 5 is a strong agentic-coding model, delivering top-tier accuracy comparable to Opus-class models and a clear step-function improvement over Sonnet 4.6. It conducts thorough explorations and sustains focus noticeably longer on complex tasks.<!-- -->”</p></blockquote><figcaption class="text-caption-1 QuoteCard-module-scss-module__WZnjZG__attribution"><p class="QuoteCard-module-scss-module__WZnjZG__author-name">Deepak Singh</p><p class="QuoteCard-module-scss-module__WZnjZG__author-title">VP, Kiro</p></figcaption></div></div></div></div><div role="group" class="CarouselControls-module-scss-module__n4MhcW__carousel-controls QuoteCarousel-module-scss-module__XVJWRG__pagination" aria-label="Carousel controls"><button disabled="" aria-label="Previous slide" data-component="Button" data-variant="tertiary" class="Button-module-scss-module__f9ZZrG__button Button-module-scss-module__f9ZZrG__corner-small Button-module-scss-module__f9ZZrG__variant-tertiary Button-module-scss-module__f9ZZrG__size-small Button-module-scss-module__f9ZZrG__icon-format-icon-only"><span class="Button-module-scss-module__f9ZZrG__icon"><svg width="20" height="20" viewBox="0 0 20 20" fill="currentColor" xmlns="http://www.w3.org/2000/svg" style="flex-shrink:0" aria-hidden="true"><path d="M8.14648 4.64648C8.34176 4.45136 8.6583 4.45127 8.85352 4.64648C9.04868 4.8417 9.04862 5.15826 8.85352 5.35352L4.70703 9.50001H16.5C16.7761 9.50001 17 9.72387 17 10C16.9999 10.2761 16.7761 10.5 16.5 10.5H4.70703L8.85352 14.6465C9.04863 14.8418 9.04873 15.1583 8.85352 15.3535C8.6583 15.5487 8.34174 15.5486 8.14648 15.3535L3.14648 10.3535C3.05274 10.2598 3.00003 10.1326 3 10C3 9.90061 3.02967 9.80418 3.08398 9.72267L3.14648 9.64649L8.14648 4.64648Z"></path></svg></span></button><div class="CarouselControls-module-scss-module__n4MhcW__carousel-controls-pagination" aria-live="polite"><div class="CarouselControls-module-scss-module__n4MhcW__carousel-count">01</div><div>/</div><div class="CarouselControls-module-scss-module__n4MhcW__carousel-count">13</div></div><button disabled="" aria-label="Next slide" data-component="Button" data-variant="tertiary" class="Button-module-scss-module__f9ZZrG__button Button-module-scss-module__f9ZZrG__corner-small Button-module-scss-module__f9ZZrG__variant-tertiary Button-module-scss-module__f9ZZrG__size-small Button-module-scss-module__f9ZZrG__icon-format-icon-only"><span class="Button-module-scss-module__f9ZZrG__icon"><svg width="20" height="20" viewBox="0 0 20 20" fill="currentColor" xmlns="http://www.w3.org/2000/svg" style="flex-shrink:0" aria-hidden="true"><path d="M11.1465 4.64648C11.3417 4.45127 11.6582 4.45136 11.8535 4.64648L16.8535 9.64649L16.916 9.72267C16.9703 9.80418 17 9.90061 17 10C17 10.1326 16.9473 10.2598 16.8535 10.3535L11.8535 15.3535C11.6583 15.5486 11.3417 15.5487 11.1465 15.3535C10.9513 15.1583 10.9514 14.8418 11.1465 14.6465L15.293 10.5H3.5C3.2239 10.5 3.00006 10.2761 3 10C3 9.72387 3.22386 9.50001 3.5 9.50001H15.293L11.1465 5.35352C10.9514 5.15826 10.9513 4.8417 11.1465 4.64648Z"></path></svg></span></button></div></div></div><h2 class="typography-module-scss-module__tOQyXa__headline-4 Body-module-scss-module__PA4F1q__reading-column post-heading" data-component="Headline" id="safety-evaluations" data-selectable="true">Safety evaluations</h2><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">Our pre-deployment safety evaluations found that Sonnet 5 was overall an improvement on Sonnet 4.6. On agentic safety, the model is better at refusing malicious requests and resisting hijack attempts in prompt injection attacks. The model shows lower rates of hallucination and sycophancy than Sonnet 4.6. On our automated behavioral audit, which tests a wide range of misaligned behaviors such as cooperation with misuse and deception, Sonnet 5 scored lower (that is, safer) overall. However, it did show somewhat higher rates of misaligned behavior on this assessment compared to the more capable Opus 4.8 and Claude Mythos Preview.</p><div class="Body-module-scss-module__PA4F1q__media-column" data-type="image" data-width="inline-width"><figure class="ImageWithCaption-module-scss-module__Duq99q__e-imageWithCaption"><img alt="Rates of misaligned behavior across Claude models" loading="lazy" width="3840" height="2160" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2Fd018d76aa03c0ef18abc8a68de8f6fcd51c0a574-3840x2160.png&amp;w=3840&amp;q=75 1x" src="/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2Fd018d76aa03c0ef18abc8a68de8f6fcd51c0a574-3840x2160.png&amp;w=3840&amp;q=75"/><figcaption class="RichTextWrapper-module-scss-module__RMuY0W__root CaptionFootnote-module-scss-module__-LJkNq__container CaptionFootnote-module-scss-module__-LJkNq__container--default" data-component="RichTextWrapper"><div class="typography-module-scss-module__tOQyXa__caption-1 CaptionFootnote-module-scss-module__-LJkNq__text" data-component="Caption">Rates of misaligned behavior on our automated behavioral audit, which tests for a very wide range of undesirable behaviors across many situations and contexts (see Section 6.4 of the <a href="https://www.anthropic.com/claude-sonnet-5-system-card">Sonnet 5 System Card</a> for a complete list and results for each specific behavior). Sonnet 5 shows an overall lower rate of misaligned behavior than Sonnet 4.6, though a higher rate than Mythos Preview and Opus 4.8.</div></figcaption></figure></div><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">We did not deliberately train Sonnet 5 on cybersecurity tasks. It can perform some routine, non-harmful cyber tasks, but on evaluations testing potentially dangerous cyber skills, such as developing software exploits, it shows substantially poorer performance than models such as Opus 4.8 and Mythos 5. Scores from one evaluation, which tested models’ ability to develop exploits for vulnerabilities in the Firefox browser, are shown in the chart below. Sonnet 5 was never able to develop a full working exploit, but it does show a slightly higher rate of <em>partial</em> success than Sonnet 4.6. This latter change is likely due to improvements in general intelligence rather than specific training.</p><div class="Body-module-scss-module__PA4F1q__media-column" data-type="image" data-width="inline-width"><figure class="ImageWithCaption-module-scss-module__Duq99q__e-imageWithCaption"><img alt="Scores measuring Claude models’ success at developing exploits for software vulnerabilities in Firefox 147" loading="lazy" width="3840" height="2160" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2Fee9944c865937053bae293f057fffa478ee0f46b-3840x2160.png&amp;w=3840&amp;q=75 1x" src="/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2Fee9944c865937053bae293f057fffa478ee0f46b-3840x2160.png&amp;w=3840&amp;q=75"/><figcaption class="RichTextWrapper-module-scss-module__RMuY0W__root CaptionFootnote-module-scss-module__-LJkNq__container CaptionFootnote-module-scss-module__-LJkNq__container--default" data-component="RichTextWrapper"><div class="typography-module-scss-module__tOQyXa__caption-1 CaptionFootnote-module-scss-module__-LJkNq__text" data-component="Caption">Scores measuring models’ success at developing exploits for software vulnerabilities in Firefox 147 (this evaluation was developed <a href="https://www.anthropic.com/news/mozilla-firefox-security">in collaboration with Mozilla</a>; all vulnerabilities have been patched in Firefox 148). For each model, the left-hand bar shows how often the model (without safeguards) developed a working exploit; the right-hand bar shows how often the model had partial success. Neither of the Sonnet models could successfully develop a working exploit (both scored 0.0%); Sonnet 5 showed a slightly higher partial success rate than Sonnet 4.6. Both Sonnet models have substantially poorer cyber capabilities than Opus 4.8 and Mythos 5. For full details, see Section 3.2.4 of the <a href="https://www.anthropic.com/claude-sonnet-5-system-card">Sonnet 5 System Card</a>.</div></figcaption></figure></div><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">Since Sonnet 5 is somewhat stronger than its predecessor on these tasks, we’ve launched it with cyber safeguards enabled by default. These <a id="base-ui-_R_fa5drpbsnpfkq6btb_" data-base-ui-tooltip-trigger="" href="https://support.claude.com/en/articles/14604842-real-time-cyber-safeguards-on-claude">safeguards</a>—which detect and block dangerous cyber usage in real time—are the same as those present in Claude Opus 4.7 and 4.8 (because we judged that the overall level of cybersecurity risk from Sonnet 5 was low, the safeguards are less strict than those launched with Fable 5, which block a much wider range of cybersecurity tasks).<sup class="caption Body-module-scss-module__PA4F1q__sup Body-module-scss-module__PA4F1q__footnote-marker"><a href="#footnote-1" id="footnote-ref-1" class="Body-module-scss-module__PA4F1q__footnote-ref" role="doc-noteref" aria-label="Footnote 1">1</a></sup></p><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">Our full assessment of Sonnet 5 across many safety and capability evaluations is reported in the <a href="https://www.anthropic.com/claude-sonnet-5-system-card">Claude Sonnet 5 System Card</a>.</p><h2 class="typography-module-scss-module__tOQyXa__headline-4 Body-module-scss-module__PA4F1q__reading-column post-heading" data-component="Headline" id="availability-and-pricing" data-selectable="true">Availability and pricing</h2><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">Claude Sonnet 5 is available everywhere today at $2 per million input tokens and $10 per million output tokens<sup class="caption Body-module-scss-module__PA4F1q__sup Body-module-scss-module__PA4F1q__footnote-marker"><a href="#footnote-2" id="footnote-ref-2" class="Body-module-scss-module__PA4F1q__footnote-ref" role="doc-noteref" aria-label="Footnote 2">2</a></sup>. We’ve increased rate limits across Chat, Cowork, Claude Code, and the Claude Platform<sup class="caption Body-module-scss-module__PA4F1q__sup Body-module-scss-module__PA4F1q__footnote-marker"><a href="#footnote-3" id="footnote-ref-3" class="Body-module-scss-module__PA4F1q__footnote-ref" role="doc-noteref" aria-label="Footnote 3">3</a></sup> to accommodate the higher token usage of higher effort levels; users can select whichever level makes sense for their particular project.</p><h4 class="typography-module-scss-module__tOQyXa__headline-6 Body-module-scss-module__PA4F1q__reading-column post-subsection" data-component="Headline" id="changelog" data-selectable="true">Changelog</h4><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true"><em>Edit August 10, 2026: </em>Sonnet 5&#x27;s introductory pricing of $2 per million input tokens and $10 per million output tokens is now permanent. The standard pricing of $3 input / $15 output previously set to take effect September 1 no longer applies. The pricing references in this post have been updated accordingly.</p><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true"><em>Edit June 30, 2026:</em> In the original version of this post, we included a cost-performance chart for the BrowseComp evaluation that was based on data from a simpler methodology that did not reflect the <a id="base-ui-_R_fetdrpbsnpfkq6btb_" data-base-ui-tooltip-trigger="" href="https://platform.claude.com/cookbook/evals-agentic-search-reproduce-agentic-search-benchmarks">standard methodology</a> we use for agentic search evaluations. This had the result of underestimating Sonnet 5&#x27;s performance on the evaluation.</p><p class="Body-module-scss-module__PA4F1q__reading-column post-text" data-selectable="true">We have now updated the chart so that it matches the methodology that we used and discussed in the <a href="https://www-cdn.anthropic.com/9e6a1044980d8c4ed85669faf9c2a8342e2e9f1e/Claude%20Sonnet%205%20System%20Card.pdf">Sonnet 5 system card</a> (which used a 10M token budget with compaction and programmatic tool calling). We have also updated the surrounding text.</p></div><div class="ArticlePage-module-scss-module__EaEYjq__Footnotes" style="visibility:hidden"><h2 class="typography-module-scss-module__tOQyXa__headline-4" data-component="Headline">Footnotes</h2><div class="ArticlePage-module-scss-module__EaEYjq__FootnotesList" data-multi="true"><p id="footnote-1" class="ArticlePage-module-scss-module__EaEYjq__FootnoteItem"><span class="text-caption-1 ArticlePage-module-scss-module__EaEYjq__Sup"> <!-- -->01</span> <!-- -->Sonnet 5 is part of our <a href="https://support.claude.com/en/articles/14604842-real-time-cyber-safeguards-on-claude">Cyber Verification Program</a>, which is available today on the native Claude Platform, the Claude Platform on AWS, and Claude in Microsoft Foundry (hosted on Azure and Anthropic), and coming soon on Claude in Google Vertex. Organizations that are already enrolled in the Cyber Verification Program automatically have the same access on Sonnet 5, with no need to reapply. Overall, we recommend Claude Opus 4.8 for cybersecurity work that requires reduced guardrails.<a href="#footnote-ref-1" class="FootnoteBacklink-module-scss-module__7yvV1W__backlink" role="doc-backlink" aria-label="Back to reference 1"><svg class="Icon-module-scss-module__lqbdHG__icon" width="16" height="16" viewBox="0 0 16 16"><path d="M6 7.5L3.5 10L11.75 10C12.164 10 12.5 9.664 12.5 9.25L12.5 5.25C12.5 4.836 12.164 4.5 11.75 4.5L8.5 4.5M6 12.5L3.5 10" fill="none" stroke="currentColor" stroke-width="1" stroke-linecap="round" stroke-linejoin="round"></path></svg></a></p><p id="footnote-2" class="ArticlePage-module-scss-module__EaEYjq__FootnoteItem"><span class="text-caption-1 ArticlePage-module-scss-module__EaEYjq__Sup"> <!-- -->02</span> <!-- -->Sonnet 5 is an upgrade to Sonnet 4.6, but it uses an updated tokenizer that changes how the model processes text to improve performance (this is similar to the tokenizer change we introduced with Claude Opus 4.7). The tradeoff is that the same input can map to more tokens: roughly 1.0–1.35× depending on the content type.<a href="#footnote-ref-2" class="FootnoteBacklink-module-scss-module__7yvV1W__backlink" role="doc-backlink" aria-label="Back to reference 2"><svg class="Icon-module-scss-module__lqbdHG__icon" width="16" height="16" viewBox="0 0 16 16"><path d="M6 7.5L3.5 10L11.75 10C12.164 10 12.5 9.664 12.5 9.25L12.5 5.25C12.5 4.836 12.164 4.5 11.75 4.5L8.5 4.5M6 12.5L3.5 10" fill="none" stroke="currentColor" stroke-width="1" stroke-linecap="round" stroke-linejoin="round"></path></svg></a></p><p id="footnote-3" class="ArticlePage-module-scss-module__EaEYjq__FootnoteItem"><span class="text-caption-1 ArticlePage-module-scss-module__EaEYjq__Sup"> <!-- -->03</span> <!-- -->On April 26, 2026, we raised Sonnet and Haiku rate limits at every usage tier and simplified to three tiers (Start, Build, and Scale) on the native Claude Platform. You can view your tier and current limits in the <a href="https://platform.claude.com/settings/limits">Claude Console</a> or read the <a href="https://platform.claude.com/docs/en/api/rate-limits">documentation</a> to learn more.<a href="#footnote-ref-3" class="FootnoteBacklink-module-scss-module__7yvV1W__backlink" role="doc-backlink" aria-label="Back to reference 3"><svg class="Icon-module-scss-module__lqbdHG__icon" width="16" height="16" viewBox="0 0 16 16"><path d="M6 7.5L3.5 10L11.75 10C12.164 10 12.5 9.664 12.5 9.25L12.5 5.25C12.5 4.836 12.164 4.5 11.75 4.5L8.5 4.5M6 12.5L3.5 10" fill="none" stroke="currentColor" stroke-width="1" stroke-linecap="round" stroke-linejoin="round"></path></svg></a></p><ul><li><strong>Humanity’s Last Exam:</strong> We updated the grader model for Humanity’s Last Exam and have updated the Sonnet 4.6 score to 34.6% (no tools) and 46.8% (with tools). This is the reason the score differs from that reported in the <a href="https://www.anthropic.com/news/claude-sonnet-4-6">Sonnet 4.6 launch blog</a>.</li><li><strong>OSWorld-Verified:</strong> We made changes to how we run the OSWorld-Verified evaluation to more accurately reflect the model’s performance in the real world, and have updated the Sonnet 4.6 score to 78.5%. This is the reason the score differs from that reported in the <a href="https://www.anthropic.com/news/claude-sonnet-4-6">Sonnet 4.6 launch blog</a>.</li></ul></div></div></div></article></div><!--$--><!--/$--></main><footer class="theme-slate Footer-module-scss-module__dU5k9q__footer"><span hidden=""></span><div data-clip-path-nav="true" class="ClipPathNavigation-module-scss-module__WXQxba__overlayNav theme-slate"></div><span aria-hidden="true" style="position:absolute;inset-block-start:0;inset-inline:0;block-size:1px;visibility:hidden;pointer-events:none"></span><div class="Footer-module-scss-module__dU5k9q__footerLayout"><div class="Footer-module-scss-module__dU5k9q__logo"><a aria-label="Anthropic home" href="/"><svg width="35" height="24" viewBox="0 0 35 24" fill="none" class="Footer-module-scss-module__dU5k9q__logoAbbreviated"><path d="M-0.00143743 24L9.56656 -1.90735e-06H15.0546L24.6226 24H19.2626L17.3106 18.96H7.29456L5.34256 24H-0.00143743ZM9.02256 14.496H15.5826L12.3026 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Developers can use \"},{\"_key\":\"71952c7eb4bc\",\"_type\":\"span\",\"marks\":[\"code\"],\"text\":\"claude-sonnet-5\"},{\"_key\":\"83ad8df36e33\",\"_type\":\"span\",\"marks\":[],\"text\":\" via the \"},{\"_key\":\"f6249847c2bb\",\"_type\":\"span\",\"marks\":[\"8c3ff7f0573c\"],\"text\":\"Claude API\"},{\"_key\":\"ef544491effe\",\"_type\":\"span\",\"marks\":[],\"text\":\".\"}],\"markDefs\":[{\"_key\":\"8c3ff7f0573c\",\"_type\":\"link\",\"href\":\"https://platform.claude.com/docs/en/about-claude/models/overview\"}],\"style\":\"normal\"},{\"_key\":\"0e1b94ed6d3a\",\"_type\":\"block\",\"children\":[{\"_key\":\"d9a5ac0c40e6\",\"_type\":\"span\",\"marks\":[],\"text\":\"Working with Claude Sonnet 5\"}],\"markDefs\":[],\"style\":\"h2\"},{\"_key\":\"ee38b477a630\",\"_type\":\"block\",\"children\":[{\"_key\":\"0a1373c773e2\",\"_type\":\"span\",\"marks\":[],\"text\":\"The charts below compare the performance of Sonnet 5 with Sonnet 4.6 and Opus 4.8 at different \"},{\"_key\":\"9cc135f37bc1\",\"_type\":\"span\",\"marks\":[\"7ee7304d739a\"],\"text\":\"effort\"},{\"_key\":\"2e186988e71e\",\"_type\":\"span\",\"marks\":[],\"text\":\" levels on the agentic search evaluation \"},{\"_key\":\"6676547c2eb7\",\"_type\":\"span\",\"marks\":[\"27d8ab031144\"],\"text\":\"BrowseComp\"},{\"_key\":\"1b435148d7e9\",\"_type\":\"span\",\"marks\":[],\"text\":\" and the computer use evaluation \"},{\"_key\":\"349a57d51de3\",\"_type\":\"span\",\"marks\":[\"2ed113b6faa9\"],\"text\":\"OSWorld-Verified\"},{\"_key\":\"03798b669198\",\"_type\":\"span\",\"marks\":[],\"text\":\". Sonnet 5 (orange line) is a strict improvement over Sonnet 4.6 (gray line) and covers a much wider range of cost-performance options than Opus 4.8 (yellow line). It provides substantially improved cost efficiency at medium effort; its higher-effort performance can match Opus 4.8 on some tasks. Between Sonnet 5 and Opus 4.8, users can adjust the effort level to find the right balance of cost and performance.\"}],\"markDefs\":[{\"_key\":\"7ee7304d739a\",\"_type\":\"link\",\"href\":\"https://platform.claude.com/docs/en/build-with-claude/effort\"},{\"_key\":\"27d8ab031144\",\"_type\":\"link\",\"href\":\"https://arxiv.org/abs/2504.12516\"},{\"_key\":\"2ed113b6faa9\",\"_type\":\"link\",\"href\":\"https://xlang.ai/blog/osworld-verified\"}],\"style\":\"normal\"},{\"_key\":\"1032f8a2fb9c\",\"_type\":\"mediaCarousel\",\"items\":[{\"media\":{\"image\":{\"_type\":\"imageWithCaption\",\"asset\":{\"_ref\":\"image-cd0df787f39b6408dcba539fba93f817f2f3c0b4-3840x2160-png\",\"_type\":\"reference\"},\"caption\":[{\"_key\":\"3aaf0b92c390\",\"_type\":\"block\",\"children\":[{\"_key\":\"2db568184e41\",\"_type\":\"span\",\"marks\":[],\"text\":\"Cost-performance curves at different effort levels. The previous best Sonnet model (Sonnet 4.6) fell well short of Opus 4.8. Sonnet 5 offers a wider range of cost-performance options than Sonnet 4.6, and in some cases matches Opus 4.8’s capability levels. The charts show Sonnet 5 priced at $3 per million input tokens and $15 per million output tokens (existing standard pricing). Sonnet 5's introductory pricing of $2/MTok input and $10/MTok output has since been made permanent, so its actual cost is lower than shown here. Opus 4.8 is priced at $5/MTok input and $25/MTok output. xhigh = extra high effort level.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"columnWidth\":\"inline-width\",\"height\":2160,\"mimeType\":\"image/png\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/cd0df787f39b6408dcba539fba93f817f2f3c0b4-3840x2160.png\",\"width\":3840},\"mediaType\":\"image\",\"video\":{\"_type\":\"video\",\"autoplay\":false,\"columnWidth\":\"full-width\",\"loop\":false,\"muted\":true,\"showControls\":true,\"thumbnail\":null,\"url\":null}},\"tabTitle\":\"Agentic search\"},{\"media\":{\"image\":{\"_type\":\"imageWithCaption\",\"asset\":{\"_ref\":\"image-d5c761e88dc46d7f79990dc2c4ad7a7cbaebdf3b-3840x2160-png\",\"_type\":\"reference\"},\"caption\":[{\"_key\":\"2302a693fe88\",\"_type\":\"block\",\"children\":[{\"_key\":\"2db568184e41\",\"_type\":\"span\",\"marks\":[],\"text\":\"Cost-performance curves at different effort levels. The previous best Sonnet model (Sonnet 4.6) fell well short of Opus 4.8. Sonnet 5 offers a wider range of cost-performance options than Sonnet 4.6, and in some cases matches Opus 4.8’s capability levels. The charts show Sonnet 5 priced at $3 per million input tokens and $15 per million output tokens (existing standard pricing). Sonnet 5's introductory pricing of $2/MTok input and $10/MTok output has since been made permanent, so its actual cost is lower than shown here. Opus 4.8 is priced at $5/MTok input and $25/MTok output. xhigh = extra high effort level.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"columnWidth\":\"inline-width\",\"height\":2160,\"mimeType\":\"image/png\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/d5c761e88dc46d7f79990dc2c4ad7a7cbaebdf3b-3840x2160.png\",\"width\":3840},\"mediaType\":\"image\",\"video\":{\"_type\":\"video\",\"autoplay\":false,\"columnWidth\":\"full-width\",\"loop\":false,\"muted\":true,\"showControls\":true,\"thumbnail\":null,\"url\":null}},\"tabTitle\":\"Agentic computer use\"}],\"markDefs\":null},{\"_key\":\"e584a0313c60\",\"_type\":\"block\",\"children\":[{\"_key\":\"4d9fbf7ee25a\",\"_type\":\"span\",\"marks\":[],\"text\":\"Feedback from our early access partners has been consistent: Sonnet 5 is much more agentic than its predecessors. Testers described how it finishes complex tasks where previous Sonnet models would stop short, how it checks its own output without explicitly being asked, and how it does all this agentic work at an attractive price point:\"}],\"markDefs\":[],\"style\":\"normal\"},{\"_key\":\"1cbee6f8fcff\",\"_type\":\"quoteCarousel\",\"backgroundColor\":\"ivory-medium\",\"markDefs\":null,\"quotes\":[{\"_key\":\"b89c85a11bd3\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/18f900625532e1baaa3302bdf9539f73592bdf60-164x64.svg\",\"width\":164},\"quote\":[{\"_key\":\"cf313b05e8f3\",\"_type\":\"block\",\"children\":[{\"_key\":\"d938ad046771\",\"_type\":\"span\",\"marks\":[],\"text\":\"Claude Sonnet 5 gives our agents a strong execution layer for multi-step software engineering work. It handles sustained coding, tool use, and debugging well across messy technical contexts, and has been especially useful for workflows where follow-through and technical grounding matter.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"speakerName\":\"Zimu Li\",\"speakerTitle\":\"Member of Technical Staff\"},{\"_key\":\"655fb30d1869\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/f343481e6a953bc7b5390e6d9f61cf387c2ceb11-103x64.svg\",\"width\":103},\"quote\":[{\"_key\":\"a4545aaa1b35\",\"_type\":\"block\",\"children\":[{\"_key\":\"5324ba04de18\",\"_type\":\"span\",\"marks\":[],\"text\":\"We handed Claude Sonnet 5 a two-part job—update Salesforce account tiers, send a launch announcement to enterprise contacts—and it finished end to end. That used to stall halfway. For day-to-day automation, it’s a no-brainer.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"speakerName\":\"Daniel Shepard\",\"speakerTitle\":\"Senior Engineer\"},{\"_key\":\"8bb1f60824e3\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/40a2a6a28afd8ac8fbf0e764b6bbf4ebf06a1977-133x64.svg\",\"width\":133},\"quote\":[{\"_key\":\"31f8a5700495\",\"_type\":\"block\",\"children\":[{\"_key\":\"a06902686ee3\",\"_type\":\"span\",\"marks\":[],\"text\":\"Claude Sonnet 5 gets more done with less. Same output quality, fewer steps to get there. It refuses unsafe requests cleanly and consistently, too. At Lovable, we’re putting powerful tools in the hands of millions of builders. A model that knows when to say no is just as important as one that knows how to build.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"speakerName\":\"Fabian Hedin\",\"speakerTitle\":\"Co-founder\"},{\"_key\":\"fdfd9a20c4c4\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/73b380711885c6beb5270575119dbf31d7f71236-107x64.svg\",\"width\":107},\"quote\":[{\"_key\":\"fee1f39787dc\",\"_type\":\"block\",\"children\":[{\"_key\":\"62d9897e1152\",\"_type\":\"span\",\"marks\":[],\"text\":\"We ran Claude Sonnet 5 against dozens of our most challenging real pull requests, and it carried each one through to a tested, verified result on its own — freeing our engineers to focus on the judgment, the decision, and the final sign-off.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"speakerName\":\"Yusuke Kaji\",\"speakerTitle\":\"GM, AI for Business\"},{\"_key\":\"d794f6ae4cc2\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/0cd3307b18e36ea9146a2fa1cbcb2966c4ccfd36-107x64.svg\",\"width\":107},\"quote\":[{\"_key\":\"afb96e2a885f\",\"_type\":\"block\",\"children\":[{\"_key\":\"062110087366\",\"_type\":\"span\",\"marks\":[],\"text\":\"I asked Claude Sonnet 5 to investigate a bug. Unprompted, it wrote a reproducing test, implemented the fix, then stashed it to confirm the bug came back without the change. All in a single pass.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"speakerName\":\"Neel Chotai\",\"speakerTitle\":\"Rust Engineer and Software Engineer\"},{\"_key\":\"d516dd1eebbf\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/f084c88e65466636019709c40cc477aadce2f718-151x64.svg\",\"width\":151},\"quote\":[{\"_key\":\"192de92bca82\",\"_type\":\"block\",\"children\":[{\"_key\":\"995d0888af04\",\"_type\":\"span\",\"marks\":[],\"text\":\"With Claude Sonnet 5, agents stay on plan, follow our conventions, and ship clean multi-step changes, all at an efficient cost.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"speakerName\":\"Sualeh Asif\",\"speakerTitle\":\"Co-founder\"},{\"_key\":\"4f4fbf4bdd0f\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/b6ba30deda95060f1a9ff19cf03b184d36529a2a-92x64.svg\",\"width\":92},\"quote\":[{\"_key\":\"9e15a9434e1b\",\"_type\":\"block\",\"children\":[{\"_key\":\"af1de9549d37\",\"_type\":\"span\",\"marks\":[],\"text\":\"Claude Sonnet 5 is at its best on brownfield code—race conditions, hidden tests, the parts nobody wants to touch. It traces a failure to its actual root cause and ships a durable fix instead of patching the symptom.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"speakerName\":\"Dominic Elm\",\"speakerTitle\":\"Founding Engineer\"},{\"_key\":\"7873486ec267\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/b130e0ceb83f1514a925c7dc93f9768ed60232e3-85x64.svg\",\"width\":85},\"quote\":[{\"_key\":\"2f178efa2348\",\"_type\":\"block\",\"children\":[{\"_key\":\"ff018b8b6c7b\",\"_type\":\"span\",\"marks\":[],\"text\":\"Claude Sonnet 5 sits on the Pareto frontier for Eve’s plaintiff-law tasks. We see the clearest gains in legal research and analysis, at a price-to-performance ratio that made the choice to migrate easy.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"speakerName\":\"Mauricio Wulfovich\",\"speakerTitle\":\"Staff ML Engineer\"},{\"_key\":\"93a37e9e9169\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/d97a1e1d49be76a2b9cc3df04843793e9a803214-180x64.svg\",\"width\":180},\"quote\":[{\"_key\":\"2a35327ae46e\",\"_type\":\"block\",\"children\":[{\"_key\":\"dd8d874d65e8\",\"_type\":\"span\",\"marks\":[],\"text\":\"ClickHouse agents explore live data and produce insights on the fly, so time-to-insight matters when testing new models. Claude Sonnet 5 reasons in tighter steps and gets our users to answers noticeably faster. That speed is a difference our customers feel.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"speakerName\":\"Ryadh Dahimene\",\"speakerTitle\":\"Director PM AI/ML\"},{\"_key\":\"9cd6a334bef6\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/7504d4d2c41a3baa1ac5cb0d4e7bd19abc57e07d-105x64.svg\",\"width\":105},\"quote\":[{\"_key\":\"0a71388e2f90\",\"_type\":\"block\",\"children\":[{\"_key\":\"355c0e6bfc79\",\"_type\":\"span\",\"marks\":[],\"text\":\"At Pace, our computer-use agents run insurance workflows—submission intake, FNOL, loss runs—on the systems our operations teams already use. Claude Sonnet 5 consistently takes the right action and does it quickly, which is what real insurance work demands.\"}],\"markDefs\":[],\"style\":\"normal\"}],\"speakerName\":\"Eric He\",\"speakerTitle\":\"Member of Technical Staff\"},{\"_key\":\"f323e6f81ec3\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/bf162513ba017e72d4e07b0cd7683b86c4c5bc88-60x64.svg\",\"width\":60},\"quote\":[{\"_key\":\"d202f1832769\",\"_type\":\"block\",\"children\":[{\"_key\":\"0c76a1a9f43e\",\"_type\":\"span\",\"text\":\"For enterprise teams managing high-volume, complex workloads, Claude Sonnet 5 represents a genuine step forward — strong performance where it counts, with the speed and cost profile that makes scaling practical. On several complex tasks it exceeds the current frontier, while delivering fast responses at low costs. For enterprises running at scale, that's a real operational win.\"}],\"style\":\"normal\"}],\"speakerName\":\"Ben Kus\",\"speakerTitle\":\"Chief Technology Officer\"},{\"_key\":\"453c319c9615\",\"_type\":\"carouselQuote\",\"logo\":{\"description\":null,\"height\":64,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/f0719d10f52d94453dfd4c51b4fb26395f277b25-111x64.svg\",\"width\":111},\"quote\":[{\"_key\":\"b3e40335478a\",\"_type\":\"block\",\"children\":[{\"_key\":\"95e07211726d\",\"_type\":\"span\",\"text\":\"Claude Sonnet 5 handled the full range of coding tasks we tested it on, while resolving more issues. It's a meaningful improvement to both quality and efficiency.\"}],\"style\":\"normal\"}],\"speakerName\":\"Manav Khurana\",\"speakerTitle\":\"CPMO\"},{\"_key\":\"15c1133e2873\",\"_type\":\"carouselQuote\",\"companyName\":\"Kiro\",\"logo\":{\"description\":null,\"height\":32,\"mimeType\":\"image/svg+xml\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/cfaee5416044c0e687cf04a0fd1f3f3f26025dfc-125x32.svg\",\"width\":125},\"quote\":[{\"_key\":\"0e955ac9fc82\",\"_type\":\"block\",\"children\":[{\"_key\":\"625929365f58\",\"_type\":\"span\",\"text\":\"Claude Sonnet 5 is a strong agentic-coding model, delivering top-tier accuracy comparable to Opus-class models and a clear step-function improvement over Sonnet 4.6. It conducts thorough explorations and sustains focus noticeably longer on complex tasks.\"}],\"style\":\"normal\"}],\"speakerName\":\"Deepak Singh\",\"speakerTitle\":\"VP\"}]},{\"_key\":\"6f7654cc4e85\",\"_type\":\"block\",\"children\":[{\"_key\":\"e744b9718367\",\"_type\":\"span\",\"marks\":[],\"text\":\"Safety evaluations\"}],\"markDefs\":[],\"style\":\"h2\"},{\"_key\":\"febb414c31e5\",\"_type\":\"block\",\"children\":[{\"_key\":\"f360aeb188cc\",\"_type\":\"span\",\"marks\":[],\"text\":\"Our pre-deployment safety evaluations found that Sonnet 5 was overall an improvement on Sonnet 4.6. On agentic safety, the model is better at refusing malicious requests and resisting hijack attempts in prompt injection attacks. The model shows lower rates of hallucination and sycophancy than Sonnet 4.6. On our automated behavioral audit, which tests a wide range of misaligned behaviors such as cooperation with misuse and deception, Sonnet 5 scored lower (that is, safer) overall. However, it did show somewhat higher rates of misaligned behavior on this assessment compared to the more capable Opus 4.8 and Claude Mythos Preview.\"}],\"markDefs\":[],\"style\":\"normal\"},{\"_key\":\"7d9e08ba6a1d\",\"_type\":\"image\",\"asset\":{\"_ref\":\"image-d018d76aa03c0ef18abc8a68de8f6fcd51c0a574-3840x2160-png\",\"_type\":\"reference\"},\"caption\":[{\"_key\":\"a93712fc6458\",\"_type\":\"block\",\"children\":[{\"_key\":\"75d455b352f5\",\"_type\":\"span\",\"marks\":[],\"text\":\"Rates of misaligned behavior on our automated behavioral audit, which tests for a very wide range of undesirable behaviors across many situations and contexts (see Section 6.4 of the \"},{\"_key\":\"14a53fda8be0\",\"_type\":\"span\",\"marks\":[\"2dec08f6ab81\"],\"text\":\"Sonnet 5 System Card\"},{\"_key\":\"87ae8a89bb35\",\"_type\":\"span\",\"marks\":[],\"text\":\" for a complete list and results for each specific behavior). Sonnet 5 shows an overall lower rate of misaligned behavior than Sonnet 4.6, though a higher rate than Mythos Preview and Opus 4.8.\"}],\"markDefs\":[{\"_key\":\"2dec08f6ab81\",\"_type\":\"link\",\"href\":\"https://www.anthropic.com/claude-sonnet-5-system-card\"}],\"style\":\"normal\"}],\"columnWidth\":\"inline-width\",\"description\":\"Rates of misaligned behavior across Claude models\",\"height\":2160,\"markDefs\":null,\"mimeType\":\"image/png\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/d018d76aa03c0ef18abc8a68de8f6fcd51c0a574-3840x2160.png\",\"width\":3840},{\"_key\":\"1d6ff9b4e541\",\"_type\":\"block\",\"children\":[{\"_key\":\"497726d6842a\",\"_type\":\"span\",\"marks\":[],\"text\":\"We did not deliberately train Sonnet 5 on cybersecurity tasks. It can perform some routine, non-harmful cyber tasks, but on evaluations testing potentially dangerous cyber skills, such as developing software exploits, it shows substantially poorer performance than models such as Opus 4.8 and Mythos 5. Scores from one evaluation, which tested models’ ability to develop exploits for vulnerabilities in the Firefox browser, are shown in the chart below. Sonnet 5 was never able to develop a full working exploit, but it does show a slightly higher rate of \"},{\"_key\":\"065226e66861\",\"_type\":\"span\",\"marks\":[\"em\"],\"text\":\"partial\"},{\"_key\":\"4f218b0eb007\",\"_type\":\"span\",\"marks\":[],\"text\":\" success than Sonnet 4.6. This latter change is likely due to improvements in general intelligence rather than specific training.\"}],\"markDefs\":[],\"style\":\"normal\"},{\"_key\":\"9c3cae87a7d4\",\"_type\":\"image\",\"asset\":{\"_ref\":\"image-ee9944c865937053bae293f057fffa478ee0f46b-3840x2160-png\",\"_type\":\"reference\"},\"caption\":[{\"_key\":\"11b3ccefa3ff\",\"_type\":\"block\",\"children\":[{\"_key\":\"847a44eb71ed\",\"_type\":\"span\",\"marks\":[],\"text\":\"Scores measuring models’ success at developing exploits for software vulnerabilities in Firefox 147 (this evaluation was developed \"},{\"_key\":\"d02f049799bd\",\"_type\":\"span\",\"marks\":[\"ce15cadb9a93\"],\"text\":\"in collaboration with Mozilla\"},{\"_key\":\"630f9536844f\",\"_type\":\"span\",\"marks\":[],\"text\":\"; all vulnerabilities have been patched in Firefox 148). For each model, the left-hand bar shows how often the model (without safeguards) developed a working exploit; the right-hand bar shows how often the model had partial success. Neither of the Sonnet models could successfully develop a working exploit (both scored 0.0%); Sonnet 5 showed a slightly higher partial success rate than Sonnet 4.6. Both Sonnet models have substantially poorer cyber capabilities than Opus 4.8 and Mythos 5. For full details, see Section 3.2.4 of the \"},{\"_key\":\"6af9d1bd5ad7\",\"_type\":\"span\",\"marks\":[\"0a2ba0806a32\"],\"text\":\"Sonnet 5 System Card\"},{\"_key\":\"5aed6c6fb42d\",\"_type\":\"span\",\"marks\":[],\"text\":\".\"}],\"markDefs\":[{\"_key\":\"ce15cadb9a93\",\"_type\":\"link\",\"href\":\"https://www.anthropic.com/news/mozilla-firefox-security\"},{\"_key\":\"0a2ba0806a32\",\"_type\":\"link\",\"href\":\"https://www.anthropic.com/claude-sonnet-5-system-card\"}],\"style\":\"normal\"}],\"columnWidth\":\"inline-width\",\"description\":\"Scores measuring Claude models’ success at developing exploits for software vulnerabilities in Firefox 147\",\"height\":2160,\"markDefs\":null,\"mimeType\":\"image/png\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/ee9944c865937053bae293f057fffa478ee0f46b-3840x2160.png\",\"width\":3840},{\"_key\":\"407f2282c43a\",\"_type\":\"block\",\"children\":[{\"_key\":\"50a7a628c246\",\"_type\":\"span\",\"marks\":[],\"text\":\"Since Sonnet 5 is somewhat stronger than its predecessor on these tasks, we’ve launched it with cyber safeguards enabled by default. These \"},{\"_key\":\"6d2426310a2a\",\"_type\":\"span\",\"marks\":[\"4f1397dabed9\"],\"text\":\"safeguards\"},{\"_key\":\"3a3826ba40e8\",\"_type\":\"span\",\"marks\":[],\"text\":\"—which detect and block dangerous cyber usage in real time—are the same as those present in Claude Opus 4.7 and 4.8 (because we judged that the overall level of cybersecurity risk from Sonnet 5 was low, the safeguards are less strict than those launched with Fable 5, which block a much wider range of cybersecurity tasks).\"},{\"_key\":\"fafea525f484\",\"_type\":\"span\",\"marks\":[\"footnoteSup\"],\"text\":\"1\"}],\"markDefs\":[{\"_key\":\"4f1397dabed9\",\"_type\":\"link\",\"href\":\"https://support.claude.com/en/articles/14604842-real-time-cyber-safeguards-on-claude\"}],\"style\":\"normal\"},{\"_key\":\"deaaf122b33b\",\"_type\":\"block\",\"children\":[{\"_key\":\"514a0b9f2a42\",\"_type\":\"span\",\"marks\":[],\"text\":\"Our full assessment of Sonnet 5 across many safety and capability evaluations is reported in the \"},{\"_key\":\"572f80d56972\",\"_type\":\"span\",\"marks\":[\"ba200da4f7c7\"],\"text\":\"Claude Sonnet 5 System Card\"},{\"_key\":\"d0c2211ffdff\",\"_type\":\"span\",\"marks\":[],\"text\":\".\"}],\"markDefs\":[{\"_key\":\"ba200da4f7c7\",\"_type\":\"link\",\"href\":\"https://www.anthropic.com/claude-sonnet-5-system-card\"}],\"style\":\"normal\"},{\"_key\":\"17a75f71324f\",\"_type\":\"block\",\"children\":[{\"_key\":\"76813e3a1d26\",\"_type\":\"span\",\"marks\":[],\"text\":\"Availability and pricing\"}],\"markDefs\":[],\"style\":\"h2\"},{\"_key\":\"be3256af2b93\",\"_type\":\"block\",\"children\":[{\"_key\":\"e8bbbebd4534\",\"_type\":\"span\",\"marks\":[],\"text\":\"Claude Sonnet 5 is available everywhere today at $2 per million input tokens and $10 per million output tokens\"},{\"_key\":\"cdb2f1537da1\",\"_type\":\"span\",\"marks\":[\"footnoteSup\"],\"text\":\"2\"},{\"_key\":\"de31d19ea19b\",\"_type\":\"span\",\"marks\":[],\"text\":\". We’ve increased rate limits across Chat, Cowork, Claude Code, and the Claude Platform\"},{\"_key\":\"19e35990c863\",\"_type\":\"span\",\"marks\":[\"footnoteSup\"],\"text\":\"3\"},{\"_key\":\"7e249bc9ec47\",\"_type\":\"span\",\"marks\":[],\"text\":\" to accommodate the higher token usage of higher effort levels; users can select whichever level makes sense for their particular project.\"}],\"markDefs\":[],\"style\":\"normal\"},{\"_key\":\"52e819dd8ae7\",\"_type\":\"block\",\"children\":[{\"_key\":\"8591648a4051\",\"_type\":\"span\",\"marks\":[],\"text\":\"Changelog\"}],\"markDefs\":[],\"style\":\"h4\"},{\"_key\":\"9f2078335c51\",\"_type\":\"block\",\"children\":[{\"_key\":\"b33c1631b0db\",\"_type\":\"span\",\"marks\":[\"em\"],\"text\":\"Edit August 10, 2026: \"},{\"_key\":\"d24daccb7e19\",\"_type\":\"span\",\"marks\":[],\"text\":\"Sonnet 5's introductory pricing of $2 per million input tokens and $10 per million output tokens is now permanent. The standard pricing of $3 input / $15 output previously set to take effect September 1 no longer applies. The pricing references in this post have been updated accordingly.\"}],\"markDefs\":[],\"style\":\"normal\"},{\"_key\":\"97aaf7419857\",\"_type\":\"block\",\"children\":[{\"_key\":\"dfe27849b567\",\"_type\":\"span\",\"marks\":[\"em\"],\"text\":\"Edit June 30, 2026:\"},{\"_key\":\"0c95bb38b915\",\"_type\":\"span\",\"marks\":[],\"text\":\" In the original version of this post, we included a cost-performance chart for the BrowseComp evaluation that was based on data from a simpler methodology that did not reflect the \"},{\"_key\":\"210a04aa0e12\",\"_type\":\"span\",\"marks\":[\"076cf7c9ee15\"],\"text\":\"standard methodology\"},{\"_key\":\"f4b3ea7b1fad\",\"_type\":\"span\",\"marks\":[],\"text\":\" we use for agentic search evaluations. This had the result of underestimating Sonnet 5's performance on the evaluation.\"}],\"markDefs\":[{\"_key\":\"076cf7c9ee15\",\"_type\":\"link\",\"href\":\"https://platform.claude.com/cookbook/evals-agentic-search-reproduce-agentic-search-benchmarks\"}],\"style\":\"normal\"},{\"_key\":\"c9fd8fb42da2\",\"_type\":\"block\",\"children\":[{\"_key\":\"6d9157204ef2\",\"_type\":\"span\",\"marks\":[],\"text\":\"We have now updated the chart so that it matches the methodology that we used and discussed in the \"},{\"_key\":\"abebbd4ecac9\",\"_type\":\"span\",\"marks\":[\"1ca43852e20c\"],\"text\":\"Sonnet 5 system card\"},{\"_key\":\"f7257e5f4b74\",\"_type\":\"span\",\"marks\":[],\"text\":\" (which used a 10M token budget with compaction and programmatic tool calling). We have also updated the surrounding text.\"}],\"markDefs\":[{\"_key\":\"1ca43852e20c\",\"_type\":\"link\",\"href\":\"https://www-cdn.anthropic.com/9e6a1044980d8c4ed85669faf9c2a8342e2e9f1e/Claude%20Sonnet%205%20System%20Card.pdf\"}],\"style\":\"normal\"}],\"cardImage\":{\"_type\":\"image\",\"asset\":{\"_ref\":\"image-2039cc549c023bc855671308211d20d3382828a9-2880x1620-jpg\",\"_type\":\"reference\"},\"height\":1620,\"mimeType\":\"image/jpeg\",\"url\":\"https://cdn.sanity.io/images/4zrzovbb/website/2039cc549c023bc855671308211d20d3382828a9-2880x1620.jpg\",\"width\":2880},\"cta\":null,\"footnotesBody\":[{\"_key\":\"6864f6e05469\",\"_type\":\"block\",\"children\":[{\"_key\":\"3ea38013484d\",\"_type\":\"span\",\"marks\":[\"sup\"],\"text\":\"1\"},{\"_key\":\"3ea38013484d-after\",\"_type\":\"span\",\"marks\":[],\"text\":\" \"},{\"_key\":\"6ca5de39f0f1\",\"_type\":\"span\",\"marks\":[],\"text\":\"Sonnet 5 is part of our \"},{\"_key\":\"940fff72a938\",\"_type\":\"span\",\"marks\":[\"6cc119187f57\"],\"text\":\"Cyber Verification Program\"},{\"_key\":\"6b8f1946c7e8\",\"_type\":\"span\",\"marks\":[],\"text\":\", which is available today on the native Claude Platform, the Claude Platform on AWS, and Claude in Microsoft Foundry (hosted on Azure and Anthropic), and coming soon on Claude in Google Vertex. Organizations that are already enrolled in the Cyber Verification Program automatically have the same access on Sonnet 5, with no need to reapply. Overall, we recommend Claude Opus 4.8 for cybersecurity work that requires reduced guardrails.\"}],\"markDefs\":[{\"_key\":\"6cc119187f57\",\"_type\":\"link\",\"blank\":false,\"href\":\"https://support.claude.com/en/articles/14604842-real-time-cyber-safeguards-on-claude\"}],\"style\":\"normal\"},{\"_key\":\"041913eafb3b\",\"_type\":\"block\",\"children\":[{\"_key\":\"e587f0acd33e\",\"_type\":\"span\",\"marks\":[\"sup\"],\"text\":\"2\"},{\"_key\":\"e587f0acd33e-after\",\"_type\":\"span\",\"marks\":[],\"text\":\" \"},{\"_key\":\"8bf364d27aea\",\"_type\":\"span\",\"marks\":[],\"text\":\"Sonnet 5 is an upgrade to Sonnet 4.6, but it uses an updated tokenizer that changes how the model processes text to improve performance (this is similar to the tokenizer change we introduced with Claude Opus 4.7). The tradeoff is that the same input can map to more tokens: roughly 1.0–1.35× depending on the content type.\"}],\"markDefs\":[],\"style\":\"normal\"},{\"_key\":\"0d85b8d0f60a\",\"_type\":\"block\",\"children\":[{\"_key\":\"715cfeb26930\",\"_type\":\"span\",\"marks\":[\"sup\"],\"text\":\"3\"},{\"_key\":\"715cfeb26930-after\",\"_type\":\"span\",\"marks\":[],\"text\":\" \"},{\"_key\":\"b067ceaa15cb\",\"_type\":\"span\",\"marks\":[],\"text\":\"On April 26, 2026, we raised Sonnet and Haiku rate limits at every usage tier and simplified to three tiers (Start, Build, and Scale) on the native Claude Platform. You can view your tier and current limits in the \"},{\"_key\":\"cc48f5147df8\",\"_type\":\"span\",\"marks\":[\"5ebd764099f0\"],\"text\":\"Claude Console\"},{\"_key\":\"683dd252ef77\",\"_type\":\"span\",\"marks\":[],\"text\":\" or read the \"},{\"_key\":\"d22aeed5f56d\",\"_type\":\"span\",\"marks\":[\"fac97efb7a95\"],\"text\":\"documentation\"},{\"_key\":\"416cadc362f6\",\"_type\":\"span\",\"marks\":[],\"text\":\" to learn more.\"}],\"markDefs\":[{\"_key\":\"5ebd764099f0\",\"_type\":\"link\",\"href\":\"https://platform.claude.com/settings/limits\"},{\"_key\":\"fac97efb7a95\",\"_type\":\"link\",\"href\":\"https://platform.claude.com/docs/en/api/rate-limits\"}],\"style\":\"normal\"},{\"_key\":\"9e0945688837\",\"_type\":\"block\",\"children\":[{\"_key\":\"4a0eb34afad0\",\"_type\":\"span\",\"marks\":[\"strong\"],\"text\":\"Humanity’s Last Exam:\"},{\"_key\":\"144f8b9389ac\",\"_type\":\"span\",\"marks\":[],\"text\":\" We updated the grader model for Humanity’s Last Exam and have updated the Sonnet 4.6 score to 34.6% (no tools) and 46.8% (with tools). This is the reason the score differs from that reported in the \"},{\"_key\":\"7440d6a9ab00\",\"_type\":\"span\",\"marks\":[\"c4518bef3883\"],\"text\":\"Sonnet 4.6 launch blog\"},{\"_key\":\"f19393ee4c18\",\"_type\":\"span\",\"marks\":[],\"text\":\".\"}],\"level\":1,\"listItem\":\"bullet\",\"markDefs\":[{\"_key\":\"c4518bef3883\",\"_type\":\"link\",\"href\":\"https://www.anthropic.com/news/claude-sonnet-4-6\"}],\"style\":\"normal\"},{\"_key\":\"f2f68e9e4688\",\"_type\":\"block\",\"children\":[{\"_key\":\"0cc9baebc5c5\",\"_type\":\"span\",\"marks\":[\"strong\"],\"text\":\"OSWorld-Verified:\"},{\"_key\":\"833f0845087e\",\"_type\":\"span\",\"marks\":[],\"text\":\" We made changes to how we run the OSWorld-Verified evaluation to more accurately reflect the model’s performance in the real world, and have updated the Sonnet 4.6 score to 78.5%. 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