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1<link rel="preload" as="image" href="/parallel_logo.svg"/><link rel="preload" as="image" href="/tavily logo.png"/><link rel="preload" as="image" href="/exa logo.png"/><meta name="next-size-adjust" content=""/><link href="/favicon.ico" rel="icon" sizes="48x48"/><link href="/favicon.svg" rel="icon" type="image/svg+xml"/><title>Search API for AI agents | Web, finance and science sources | Valyu</title><meta name="description" content="One index across the open web and licensed sources. Natural-language queries return structured, cited results with source metadata and relevance scores."/><link rel="canonical" href="https://www.valyu.ai/product/apis"/><meta property="og:title" content="Search API for AI agents | Web, finance and science sources | Valyu"/><meta property="og:description" content="One index across the open web and licensed sources. Natural-language queries return structured, cited results with source metadata and relevance scores."/><meta property="og:url" content="https://www.valyu.ai/product/apis"/><meta property="og:site_name" content="Valyu"/><meta property="og:image" content="https://www.valyu.ai/og-default.jpg"/><meta property="og:image:type" content="image/jpeg"/><meta property="og:image:width" content="1200"/><meta property="og:image:height" content="630"/><meta property="og:image:alt" content="Valyu - Search API and agents for knowledge work"/><meta property="og:type" content="website"/><meta name="twitter:card" content="summary_large_image"/><meta name="twitter:creator" content="@ValyuOfficial"/><meta name="twitter:title" content="Search API for AI agents | Web, finance and science sources | Valyu"/><meta name="twitter:description" content="One index across the open web and licensed sources. Natural-language queries return structured, cited results with source metadata and relevance scores."/><meta name="twitter:image" content="https://www.valyu.ai/og-default.jpg"/><meta name="twitter:image:alt" content="Valyu - Search API and agents for knowledge work"/><meta name="twitter:image:type" content="image/jpeg"/><meta name="twitter:image:width" content="1200"/><meta name="twitter:image:height" content="630"/>
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1</head><body class="min-h-svh bg-background font-sans antialiased overflow-x-clip"><div hidden=""><!--$--><!--/$--></div><div class="v2-scope bg-[#17141A] text-white" style="font-family:var(--font-v2-sans), -apple-system, sans-serif"><a class="group mx-auto flex min-h-11 max-w-[1360px] items-center gap-2.5 px-4 py-3 focus-visible:outline focus-visible:outline-2 focus-visible:-outline-offset-2 focus-visible:outline-[#C7E04A] lg:h-10 lg:min-h-0 lg:justify-center lg:gap-3 lg:px-10 lg:py-0 lg:text-center" href="/reports/the-state-of-agentic-finance"><span aria-hidden="true" class="h-[6px] w-[6px] flex-none bg-[#C7E04A]"></span><span class="min-w-0 text-[14px] font-medium leading-5 text-white [text-wrap:balance] lg:truncate">New report: The state of agentic finance 2026</span><span aria-hidden="true" class="flex-none text-[14px] text-[#CBC8D0] transition-[transform,color] duration-200 group-hover:translate-x-[3px] group-hover:text-white motion-reduce:transform-none motion-reduce:transition-none">→</span></a></div><div class="v2-scope border-b border-[#17141A]/[.08] bg-white xl:border-b-0 xl:bg-transparent sticky top-0 z-50" style="font-family:var(--font-v2-sans), -apple-system, sans-serif"><div class="relative flex items-center transition-all duration-300 justify-between" style="max-width:1360px;margin:0 auto;padding:14px 16px"><a class="flex-none" href="/"><img src="https://4ealzrotsszllxtz.public.blob.vercel-storage.com/logo.svg" alt="Valyu" class="block h-[26px] w-auto"/></a><div class="absolute left-1/2 hidden -translate-x-1/2 xl:block"><div class="flex items-center gap-1 rounded-md" style="background:rgba(255,255,255,.55);backdrop-filter:saturate(180%) blur(16px);-webkit-backdrop-filter:saturate(180%) blur(16px);border:1px solid rgba(23,20,26,.08);padding:7px 10px;box-shadow:0 1px 3px rgba(0,0,0,.05)"><div class="flex items-center"><button type="button" aria-expanded="false" class="Dropdowns-module__xDfiSG__trigger flex items-center gap-[5px] whitespace-nowrap px-4 py-[9px] text-[13px] font-medium text-[#36323B]">Product<!-- --> <span class="font-normal text-[#b3aeb8]">+</span></button></div><div class="flex items-center"><button type="button" aria-expanded="false" class="SolutionsNav-module__hjK8HG__trigger flex items-center gap-[5px] whitespace-nowrap px-4 py-[9px] text-[13px] font-medium text-[#36323B]">Industry<!-- --> <span class="font-normal text-[#b3aeb8]">+</span></button></div><div class="flex items-center"><button type="button" aria-expanded="false" class="Dropdowns-module__xDfiSG__trigger flex items-center gap-[5px] whitespace-nowrap px-4 py-[9px] text-[13px] font-medium text-[#36323B]">Publishers<!-- --> <span class="font-normal text-[#b3aeb8]">+</span></button></div><div class="flex items-center"><button type="button" aria-expanded="false" class="Dropdowns-module__xDfiSG__trigger flex items-center gap-[5px] whitespace-nowrap px-4 py-[9px] text-[13px] font-medium text-[#36323B]">Resources<!-- --> <span class="font-normal text-[#b3aeb8]">+</span></button></div><span><a class="flex items-center gap-[5px] whitespace-nowrap px-4 py-[9px] text-[13px] font-medium text-[#36323B] transition-colors hover:text-[#17141A]" href="/pricing">Pricing</a></span><span><a class="flex items-center gap-[5px] whitespace-nowrap px-4 py-[9px] text-[13px] font-medium text-[#36323B] transition-colors hover:text-[#17141A]" rel="noopener noreferrer" target="_blank" href="https://docs.valyu.ai/home">Docs</a></span><span><a class="flex items-center gap-[5px] whitespace-nowrap px-4 py-[9px] text-[13px] font-medium text-[#36323B] transition-colors hover:text-[#17141A]" href="/company">About</a></span></div></div><div class="flex flex-none items-center gap-3"><span><a class="hidden whitespace-nowrap rounded-lg bg-[#5E3454] px-[17px] py-[10px] text-[13.5px] font-semibold text-white transition-colors hover:bg-[#4d2a45] sm:block" rel="noopener noreferrer" target="_blank" href="https://platform.valyu.ai/auth/">Log in</a></span><span><a class="hidden whitespace-nowrap rounded-lg border border-[#17141A] bg-transparent px-[17px] py-[9px] text-[13.5px] font-semibold text-[#17141A] transition-colors hover:bg-[#17141A]/[.04] sm:block" rel="noopener noreferrer" target="_blank" href="https://cal.com/hendrik-van-der-sande-rl9owh/15min">Book a call</a></span><div class="xl:hidden"><button class="flex items-center justify-center relative z-[60]" aria-label="Open menu"><div style="opacity:1;transform:none"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-menu h-5 w-5 text-black" aria-hidden="true"><line x1="4" x2="20" y1="12" y2="12"></line><line x1="4" x2="20" y1="6" y2="6"></line><line x1="4" x2="20" y1="18" y2="18"></line></svg></div></button></div></div></div></div><article class="" data-page-slug="product-apis">
1<div class="v2-scope bg-white border-b border-[#E7E5EA]"><div class="mx-auto w-full max-w-[1360px] px-5 pb-16 pt-10 sm:px-10 lg:pb-24 lg:pt-12"><div class="grid w-full grid-cols-1 items-center gap-12 lg:gap-20 "><div><div class="mb-5 text-[12px] font-semibold leading-none text-[#7D4A6F]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.16em">SEARCH + CONTENTS APIs</div><h1 class="m-0 mb-6 font-medium text-[#141118]" style="font-family:&#x27;Helvetica Now Display&#x27;, &#x27;Helvetica Neue&#x27;, Helvetica, Arial, sans-serif;font-size:clamp(38px, 5vw, 68px);line-height:1.14;letter-spacing:-0.012em">APIs for AI agents</h1><div class="flex flex-wrap items-center justify-between gap-x-10 gap-y-5"><p class="m-0 max-w-[620px] font-sans text-[16px] font-normal leading-[1.55] text-[#63606b]">Search + content extraction in one platform. Web, research, and financial data and clean page content, in a single call.</p><div class="flex flex-wrap items-center gap-3"><a class="whitespace-nowrap bg-[#5E3454] px-[18px] py-[10px] text-[13.5px] font-semibold text-white transition-colors hover:bg-[#4d2a45]" href="https://platform.valyu.ai">Get an API key</a><a class="whitespace-nowrap border border-[#dcd9e0] bg-white px-4 py-[10px] text-[13.5px] font-semibold text-[#141118] transition-colors hover:border-[#b9b4c0]" href="https://docs.valyu.ai">Read the docs</a></div></div></div></div><div class="mt-12 lg:mt-16"><img src="/search-playground-hero.png" alt="Valyu Search API playground — query settings, ranked multi-source results and code snippets" width="1274" height="713" style="display:block;width:100%;height:auto;border-radius:10px;border:1px solid rgba(20, 17, 24, 0.055);box-shadow:0 1px 2px rgba(20, 17, 24, 0.05), 0 6px 12px -4px rgba(20, 17, 24, 0.10)"/></div></div></div><section class="section-wrapper w-full"><div class="section-container relative w-full border-x !border-0 !border-t-0 !border-b-0 !border-l-0 !border-r-0"><div class="v2-scope border-y border-[#E7E5EA] bg-white"><div class="mx-auto max-w-[1360px] px-5 py-16 sm:px-10 lg:py-[104px]"><div class="grid grid-cols-1 gap-y-10 sm:grid-cols-2 lg:grid-cols-4"><div class="border-[#E7E5EA] px-0 sm:px-8 sm:[&amp;:nth-child(odd)]:pl-0 lg:border-l lg:first:border-l-0 lg:first:pl-0 lg:[&amp;:nth-child(odd)]:pl-8"><div class="mb-3 font-medium text-[#17141A]" style="font-family:var(--font-v2-serif), Georgia, serif;font-size:clamp(30px, 2.8vw, 40px);line-height:1;letter-spacing:-0.02em">100+</div><div class="mb-2 text-[12px] font-semibold text-[#7D4A6F]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.1em">SOURCES</div><div class="max-w-[280px] text-[14px] leading-[1.55] text-[#54525c]">Web, academic, financial, biomedical, legal and economic.</div></div><div class="border-[#E7E5EA] px-0 sm:px-8 sm:[&amp;:nth-child(odd)]:pl-0 lg:border-l lg:first:border-l-0 lg:first:pl-0 lg:[&amp;:nth-child(odd)]:pl-8"><div class="mb-3 font-medium text-[#17141A]" style="font-family:var(--font-v2-serif), Georgia, serif;font-size:clamp(30px, 2.8vw, 40px);line-height:1;letter-spacing:-0.02em">94%</div><div class="mb-2 text-[12px] font-semibold text-[#7D4A6F]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.1em">SIMPLEQA</div><div class="max-w-[280px] text-[14px] leading-[1.55] text-[#54525c]">Retrieval precision on factual questions.</div></div><div class="border-[#E7E5EA] px-0 sm:px-8 sm:[&amp;:nth-child(odd)]:pl-0 lg:border-l lg:first:border-l-0 lg:first:pl-0 lg:[&amp;:nth-child(odd)]:pl-8"><div class="mb-3 font-medium text-[#17141A]" style="font-family:var(--font-v2-serif), Georgia, serif;font-size:clamp(30px, 2.8vw, 40px);line-height:1;letter-spacing:-0.02em">79%</div><div class="mb-2 text-[12px] font-semibold text-[#7D4A6F]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.1em">FRESHQA</div><div class="max-w-[280px] text-[14px] leading-[1.55] text-[#54525c]">Accuracy on time-sensitive questions.</div></div><div class="border-[#E7E5EA] px-0 sm:px-8 sm:[&amp;:nth-child(odd)]:pl-0 lg:border-l lg:first:border-l-0 lg:first:pl-0 lg:[&amp;:nth-child(odd)]:pl-8"><div class="mb-3 font-medium text-[#17141A]" style="font-family:var(--font-v2-serif), Georgia, serif;font-size:clamp(30px, 2.8vw, 40px);line-height:1;letter-spacing:-0.02em">70+</div><div class="mb-2 text-[12px] font-semibold text-[#7D4A6F]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.1em">EXCHANGES</div><div class="max-w-[280px] text-[14px] leading-[1.55] text-[#54525c]">Live market data alongside full-text filings.</div></div></div></div></div></div></section><section class="section-wrapper w-full"><div class="section-container relative w-full border-x !border-0 !border-t-0 !border-b-0 !border-l-0 !border-r-0">
1<div class="v2-scope bg-white border-t border-[#E7E5EA]"><div class="mx-auto grid max-w-[1360px] grid-cols-1 gap-8 px-5 pt-16 sm:px-10 lg:grid-cols-2 lg:gap-20 lg:pt-[104px]"><div><h2 class="m-0 font-medium text-[#17141A]" style="font-family:var(--font-v2-serif), Georgia, serif;font-size:clamp(28px, 2.9vw, 36px);line-height:1.06;letter-spacing:-0.015em">Search, built for AI agents.</h2><a target="_blank" rel="noopener noreferrer" class="mt-5 inline-block text-[14px] font-semibold text-[#5E3454] hover:underline" href="https://platform.valyu.ai/playground/search">Try Search API →</a></div><p class="m-0 max-w-[560px] self-end text-[17px] leading-[1.6] text-[#54525c] lg:justify-self-start">The open web alongside licensed datasets — arXiv, PubMed, full-text SEC filings, live market data, clinical trials, patents and economic indicators.</p></div><div class="mx-auto mt-12 max-w-[1360px] px-5 sm:px-10 lg:mt-16 "><div class="overflow-hidden border border-[#E7E5EA]"><img src="/search-api-story.png" alt="Valyu Search API — ranked results across web, news, academic, proprietary and financial sources" width="1800" height="1012" class="block h-auto w-full"/></div></div><div class="mx-auto max-w-[1360px] px-5 pb-16 sm:px-10 lg:pb-[104px]"><div class="grid grid-cols-1 border-l border-t border-[#E7E5EA] sm:grid-cols-2 lg:grid-cols-3"><div class="border-b border-r border-[#E7E5EA] bg-white p-7 transition-colors hover:bg-[#FBFAFB]"><div class="mb-4 text-[11px] font-medium text-[#b3aeb8]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.1em">01</div><div class="mb-2 text-[16px] font-semibold tracking-[-0.015em] text-[#17141A]">Web + proprietary</div><div class="text-[13.5px] leading-[1.55] text-[#54525c]">One API across the open web and specialist sources. Every source your agent needs.</div></div><div class="border-b border-r border-[#E7E5EA] bg-white p-7 transition-colors hover:bg-[#FBFAFB]"><div class="mb-4 text-[11px] font-medium text-[#b3aeb8]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.1em">02</div><div class="mb-2 text-[16px] font-semibold tracking-[-0.015em] text-[#17141A]">Natural-language queries</div><div class="text-[13.5px] leading-[1.55] text-[#54525c]">“Phase 3 melanoma immunotherapy trials” works — no tickers, no database identifiers.</div></div><div class="border-b border-r border-[#E7E5EA] bg-white p-7 transition-colors hover:bg-[#FBFAFB]"><div class="mb-4 text-[11px] font-medium text-[#b3aeb8]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.1em">03</div><div class="mb-2 text-[16px] font-semibold tracking-[-0.015em] text-[#17141A]">AI-ready outputs</div><div class="text-[13.5px] leading-[1.55] text-[#54525c]">Content, relevance scores and source metadata, ready for the context window. No cleaning.</div></div></div></div></div></div></section><section class="section-wrapper w-full"><div class="section-container relative w-full border-x !border-0 !border-t-0 !border-b-0 !border-l-0 !border-r-0"><div class="v2-scope bg-white "><div class="mx-auto grid max-w-[1360px] grid-cols-1 gap-8 px-5 pt-16 sm:px-10 lg:grid-cols-2 lg:gap-20 lg:pt-[104px]"><div><h2 class="m-0 font-medium text-[#17141A]" style="font-family:var(--font-v2-serif), Georgia, serif;font-size:clamp(28px, 2.9vw, 36px);line-height:1.06;letter-spacing:-0.015em">Extract content from any URL.</h2><a target="_blank" rel="noopener noreferrer" class="mt-5 inline-block text-[14px] font-semibold text-[#5E3454] hover:underline" href="https://platform.valyu.ai/playground/contents">Try Contents API →</a></div><p class="m-0 max-w-[560px] self-end text-[17px] leading-[1.6] text-[#54525c] lg:justify-self-start">Turn pages into clean, structured data — markdown, JSON, summaries or screenshots.</p></div><div class="mx-auto mt-12 max-w-[1360px] px-5 sm:px-10 lg:mt-16 "><div class="overflow-hidden border border-[#E7E5EA]"><img src="/contents-api-story.png" alt="Valyu Contents API — a URL batch extracted into clean markdown, JSON schema output and summaries" width="1800" height="1125" class="block h-auto w-full"/></div></div><div class="mx-auto max-w-[1360px] px-5 pb-16 sm:px-10 lg:pb-[104px]">
1<div class="grid grid-cols-1 border-l border-t border-[#E7E5EA] sm:grid-cols-2 lg:grid-cols-4"><div class="border-b border-r border-[#E7E5EA] bg-white p-7 transition-colors hover:bg-[#FBFAFB]"><div class="mb-4 text-[11px] font-medium text-[#b3aeb8]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.1em">01</div><div class="mb-2 text-[16px] font-semibold tracking-[-0.015em] text-[#17141A]">Clean markdown</div><div class="text-[13.5px] leading-[1.55] text-[#54525c]">Headlines, paragraphs, lists, tables — preserved.</div></div><div class="border-b border-r border-[#E7E5EA] bg-white p-7 transition-colors hover:bg-[#FBFAFB]"><div class="mb-4 text-[11px] font-medium text-[#b3aeb8]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.1em">02</div><div class="mb-2 text-[16px] font-semibold tracking-[-0.015em] text-[#17141A]">Structured extraction</div><div class="text-[13.5px] leading-[1.55] text-[#54525c]">Define a JSON schema. Extract specific fields from any page.</div></div><div class="border-b border-r border-[#E7E5EA] bg-white p-7 transition-colors hover:bg-[#FBFAFB]"><div class="mb-4 text-[11px] font-medium text-[#b3aeb8]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.1em">03</div><div class="mb-2 text-[16px] font-semibold tracking-[-0.015em] text-[#17141A]">AI summaries</div><div class="text-[13.5px] leading-[1.55] text-[#54525c]">Summarise the page with control over length and focus.</div></div><div class="border-b border-r border-[#E7E5EA] bg-white p-7 transition-colors hover:bg-[#FBFAFB]"><div class="mb-4 text-[11px] font-medium text-[#b3aeb8]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.1em">04</div><div class="mb-2 text-[16px] font-semibold tracking-[-0.015em] text-[#17141A]">Screenshot capture</div><div class="text-[13.5px] leading-[1.55] text-[#54525c]">Get the visual alongside the extracted content.</div></div></div></div></div></div></section><section class="section-wrapper w-full"><div class="section-container relative w-full border-x !border-0 !border-t-0 !border-b-0 !border-l-0 !border-r-0"><div class="v2-scope border-t border-[#E7E5EA] bg-[#FBFAFB]"><div class="mx-auto grid max-w-[1360px] grid-cols-1 items-start gap-12 px-5 py-16 sm:px-10 lg:grid-cols-[minmax(0,2fr)_minmax(0,3fr)] lg:gap-20 lg:py-[104px]"><div><div class="mb-4 text-[12px] font-semibold leading-none text-[#7D4A6F]" style="font-family:var(--font-v2-mono), ui-monospace, monospace;letter-spacing:.16em">INTEGRATE</div><h2 class="m-0 mb-4 font-medium text-[#17141A]" style="font-family:var(--font-v2-serif), Georgia, serif;font-size:clamp(28px, 2.9vw, 36px);line-height:1.06;letter-spacing:-0.015em">Three lines to power your agent.</h2><p class="m-0 max-w-[420px] whitespace-pre-line text-[16px] leading-[1.6] text-[#54525c]">No pipelines to wire up. No parsing. No cleanup.</p><a class="mt-8 inline-block text-[14px] font-semibold text-[#5E3454] hover:underline" href="https://docs.valyu.ai">Read the docs →</a></div><div class="min-w-0"><div class="contents"><div class="min-w-0 overflow-hidden border border-[#17141A] bg-[#17141A] "><div class="flex h-[38px] items-center gap-4 border-b border-white/[.08] px-4"><span class="flex gap-[6px]"><span class="h-[9px] w-[9px] rounded-full bg-[#ED6A5E]"></span><span class="h-[9px] w-[9px] rounded-full bg-[#F5BE4F]"></span><span class="h-[9px] w-[9px] rounded-full bg-[#61C554]"></span></span><div class="flex min-w-0 gap-1 overflow-x-auto"><button type="button" class="flex-none cursor-pointer whitespace-nowrap px-3 py-[6px] text-[11.5px] font-medium transition-colors" style="font-family:var(--font-v2-mono), ui-monospace, monospace;color:#C7E04A;background:rgba(255,255,255,.06)">Python</button><button type="button" class="flex-none cursor-pointer whitespace-nowrap px-3 py-[6px] text-[11.5px] font-medium transition-colors" style="font-family:var(--font-v2-mono), ui-monospace, monospace;color:#6f6b75;background:transparent">TypeScript</button><button type="button" class="flex-none cursor-pointer whitespace-nowrap px-3 py-[6px] text-[11.5px] font-medium transition-colors" style="font-family:var(--font-v2-mono), ui-monospace, monospace;color:#6f6b75;background:transparent">cURL</button></div><button type="button" class="ml-auto flex flex-none cursor-pointer items-center gap-[6px] px-2 py-[5px] text-[11px] font-medium text-[#8
1c8892] transition-colors hover:text-[#C7E04A]" style="font-family:var(--font-v2-mono), ui-monospace, monospace" aria-label="Copy code"><svg width="13" height="13" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><rect x="9" y="9" width="12" height="12" rx="1.5"></rect><path d="M5 15V5a1.5 1.5 0 0 1 1.5-1.5H15"></path></svg><span>Copy</span></button></div><pre class="m-0 overflow-x-auto p-5 text-[13px] leading-[1.7] text-[#e8e6ea] lg:p-7" style="font-family:var(--font-v2-mono), ui-monospace, monospace"><code>from valyu import Valyu
2
3valyu = Valyu(api_key=&quot;$VALYU_API_KEY&quot;)
4
5response = valyu.search(
6    &quot;Phase 3 melanoma immunotherapy trials&quot;
7)
8
9for result in response.results:
10    print(result.title)
11    print(result.url)
12    print(result.content)</code></pre></div></div><div class="mt-3 grid grid-cols-2 gap-3 sm:grid-cols-3"><div class="flex items-center justify-center border border-[#E7E5EA] bg-white px-4 py-[18px] text-[14px] font-semibold text-[#17141A]">Vercel AI SDK</div><div class="flex items-center justify-center border border-[#E7E5EA] bg-white px-4 py-[18px] text-[14px] font-semibold text-[#17141A]">LangChain</div><div class="flex items-center justify-center border border-[#E7E5EA] bg-white px-4 py-[18px] text-[14px] font-semibold text-[#17141A]">LlamaIndex</div><div class="flex items-center justify-center border border-[#E7E5EA] bg-white px-4 py-[18px] text-[14px] font-semibold text-[#17141A]">OpenAI</div><div class="flex items-center justify-center border border-[#E7E5EA] bg-white px-4 py-[18px] text-[14px] font-semibold text-[#17141A]">Anthropic</div><div class="flex items-center justify-center border border-[#E7E5EA] bg-white px-4 py-[18px] text-[14px] font-semibold text-[#17141A]">MCP</div></div></div></div></div></div></section><section class="section-wrapper w-full"><div class="section-container relative w-full border-x !border-0 !border-t-0 !border-b-0 !border-l-0 !border-r-0"><div class="v2-scope bg-white text-[#17141A] border-t border-[#E7E5EA]"><div class="mx-auto max-w-[1360px] px-5 py-20 sm:px-10 lg:py-[150px]"><h2 class="m-0 mb-9 font-medium" style="font-family:var(--font-v2-serif), Georgia, serif;font-size:clamp(28px, 2.9vw, 36px);line-height:1.03;letter-spacing:-0.015em">State-of-the-art across research benchmarks.</h2><div class="mb-12 flex flex-wrap gap-[6px]"><button type="button" class="cursor-pointer whitespace-nowrap px-[17px] py-[10px] text-[13.5px] font-semibold transition-colors" style="background:#5E3454;color:#fff">DRACO</button><button type="button" class="cursor-pointer whitespace-nowrap px-[17px] py-[10px] text-[13.5px] font-semibold transition-colors" style="background:#fff;color:#54525c;border:1px solid #E7E5EA">FreshQA</button><button type="button" class="cursor-pointer whitespace-nowrap px-[17px] py-[10px] text-[13.5px] font-semibold transition-colors" style="background:#fff;color:#54525c;border:1px solid #E7E5EA">SimpleQA</button><button type="button" class="cursor-pointer whitespace-nowrap px-[17px] py-[10px] text-[13.5px] font-semibold transition-colors" style="background:#fff;color:#54525c;border:1px solid #E7E5EA">Finance</button><button type="button" class="cursor-pointer whitespace-nowrap px-[17px] py-[10px] text-[13.5px] font-semibold transition-colors" style="background:#fff;color:#54525c;border:1px solid #E7E5EA">Economics</button><button type="button" class="cursor-pointer whitespace-nowrap px-[17px] py-[10px] text-[13.5px] font-semibold transition-colors" style="background:#fff;color:#54525c;border:1px solid #E7E5EA">MedAgent</button><button type="button" class="cursor-pointer whitespace-nowrap px-[17px] py-[10px] text-[13.5px] font-semibold transition-colors" style="background:#fff;color:#54525c;border:1px solid #E7E5EA">ScholarQA</button></div><div class="flex flex-col-reverse items-start gap-12 lg:flex-row lg:gap-[72px]"><div class="w-full flex-none lg:w-[360px]"><div class="mb-5 text-[30px] font-semibold tracking-[-0.02em]">DRACO</div><div class="mb-7">
12<div class="border-b border-[#E2DEE5] first:border-t"><button type="button" class="flex w-full items-center justify-between gap-4 py-[14px] text-left text-[15px] font-semibold tracking-[-0.01em] transition-colors" style="color:#17141A">About the benchmark<span class="flex-none text-[17px] font-normal leading-none" style="color:#5E3454">−</span></button><p class="m-0 pb-4 text-[14px] leading-[1.6] text-[#54525c]">DRACO is Perplexity&#x27;s open expert-rubric benchmark of 100 long-form deep research tasks across 10 professional knowledge-work domains, including finance, medicine, academic research, law, and technology. Each output is graded by a per-criterion judge against a domain-expert rubric. We ran every commercially available deep research API end-to-end against the same 100 questions.
13Every search and research API was tested on its highest publicly-available compute tier. Parallel (Ultra8x), You(.)com Research (exhaustive), Tavily (pro), Exa (deep-reasoning), and Perplexity Deep Research (Opus 4.6). Valyu was run on Heavy mode; we offer a higher Max tier but did not use it here, since Max is more expensive per task than the field.</p></div><div class="border-b border-[#E2DEE5] first:border-t"><button type="button" class="flex w-full items-center justify-between gap-4 py-[14px] text-left text-[15px] font-semibold tracking-[-0.01em] transition-colors" style="color:#54525c">Evaluation<span class="flex-none text-[17px] font-normal leading-none" style="color:#b3aeb8">+</span></button></div></div><a class="text-[14px] font-semibold text-[#5E3454] hover:underline" href="/benchmarks">Read more →</a></div><div class="w-full flex-1"><div class="mt-8 h-[420px] w-full sm:h-[460px] lg:mt-14 lg:h-[500px]"><div class="h-full md:hidden"><div class="w-full h-full flex flex-col bg-white"><div class="flex flex-1 min-h-0 gap-3"><div class="flex items-center justify-center select-none"><span class="text-[10px] uppercase tracking-[0.25em] text-neutral-400 font-medium whitespace-nowrap" style="writing-mode:vertical-rl;transform:rotate(180deg);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">Accuracy (%)</span></div><div class="flex-1 relative overflow-hidden" style="background-image:radial-gradient(circle, rgba(0,0,0,0.18) 0.9px, transparent 0.9px);background-size:16px 16px;background-position:8px 8px"><div class="absolute z-10" style="left:79.93133362240124%;top:12.166666666666657%;transform:translate(-50%, -50%);width:8px;height:8px;border-radius:50%;background-color:#5E3454"></div><div class="absolute z-20" style="left:calc(79.93133362240124% + 0px);top:calc(12.166666666666657% - 14px);transform:translate(-50%, -100%)"><div class="inline-flex items-center rounded px-1.5 py-0.5 text-[9px] font-bold tracking-[0.08em] whitespace-nowrap shadow-sm" style="background-color:rgba(94, 52, 84, 0.12);color:#3C1F35;border:1px solid rgba(94, 52, 84, 0.28);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">VALYU DEEPRESEARCH</div><div class="text-[8.5px] text-neutral-400 mt-0.5 tracking-[0.04em] whitespace-nowrap" style="font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">72.7<!-- -->% / <!-- -->$2,500<!-- -->CPM</div></div><div class="absolute z-10" style="left:91.34542298314146%;top:15.833333333333329%;transform:translate(-50%, -50%);width:8px;height:8px;border-radius:50%;background-color:#000"></div><div class="absolute z-20" style="left:calc(91.34542298314146% - 12px);top:calc(15.833333333333329% + 6px);transform:translate(-100%, -50%)"><div class="inline-flex items-center rounded px-1.5 py-0.5 text-[9px] font-bold tracking-[0.08em] whitespace-nowrap shadow-sm" style="background-color:rgba(255,255,255,0.92);color:#1c1c1c;border:1px solid rgba(0,0,0,0.06);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">PERPLEXITY</div></div><div class="absolute z-10" style="left:91.34542298314146%;top:33.66666666666667%;transform:translate(-50%, -50%);width:8px;height:8px;border-radius:50%;background-color:#000"></div><div class="absolute z-20" style="left:calc(91.34542298314146% - 12px);top:calc(33.66666666666667% + -10px);transform:translate(-100%, -50%)"><div class="inline-flex items-center rounded px-1.5 py-0.5 text-[9px] font-bold tracking-[0.08em] whitespace-nowrap shadow-sm" style="background-color:rgba(255,255,255,0.92);color:#1c1c1c;border:1px solid rgba(0,0,0,0.06);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">CLAUDE 4.6</div></div><div class="absolute z-10" style="left:88.44041712584479%;top:35%;transform:translate(-50%, -50%);width:8px;height:8px;border-radius:50%;background-color:#000"></div><div class="absolute z-20" style="left:calc(88.44041712584479% - 12px);top:calc(35% + 0px);transform:translate(-100%, -50%)"><div class="inline-flex items-center rounded px-1.5 py-0.5 text-[9px] font-bold tracking-[0.08em] whitespace-nowrap shadow-sm" style="background-color:rgba(255,255,255,0.92);color:#1c1c1c;border:1px solid rgba(0,0,0,0.06);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">GEMINI</div></div>
13<div class="absolute z-10" style="left:55.107083792511446%;top:44.99999999999999%;transform:translate(-50%, -50%);width:8px;height:8px;border-radius:50%;background-color:#000"></div><div class="absolute z-20" style="left:calc(55.107083792511446% - 12px);top:calc(44.99999999999999% + 0px);transform:translate(-100%, -50%)"><div class="inline-flex items-center rounded px-1.5 py-0.5 text-[9px] font-bold tracking-[0.08em] whitespace-nowrap shadow-sm" style="background-color:rgba(255,255,255,0.92);color:#1c1c1c;border:1px solid rgba(0,0,0,0.06);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">YOU.COM</div></div><div class="absolute z-10" style="left:84.80226814500918%;top:46.5%;transform:translate(-50%, -50%);width:8px;height:8px;border-radius:50%;background-color:#000"></div><div class="absolute z-20" style="left:calc(84.80226814500918% + 0px);top:calc(46.5% - 14px);transform:translate(-50%, -100%)"><div class="inline-flex items-center rounded px-1.5 py-0.5 text-[9px] font-bold tracking-[0.08em] whitespace-nowrap shadow-sm" style="background-color:rgba(255,255,255,0.92);color:#1c1c1c;border:1px solid rgba(0,0,0,0.06);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">OPENAI O3</div></div><div class="absolute z-10" style="left:79.3403747237202%;top:48%;transform:translate(-50%, -50%);width:8px;height:8px;border-radius:50%;background-color:#000"></div><div class="absolute z-20" style="left:calc(79.3403747237202% + 0px);top:calc(48% + 14px);transform:translateX(-50%)"><div class="inline-flex items-center rounded px-1.5 py-0.5 text-[9px] font-bold tracking-[0.08em] whitespace-nowrap shadow-sm" style="background-color:rgba(255,255,255,0.92);color:#1c1c1c;border:1px solid rgba(0,0,0,0.06);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">PARALLEL</div></div><div class="absolute z-10" style="left:86.73533304426542%;top:55.49999999999999%;transform:translate(-50%, -50%);width:8px;height:8px;border-radius:50%;background-color:#000"></div><div class="absolute z-20" style="left:calc(86.73533304426542% + 0px);top:calc(55.49999999999999% + 14px);transform:translateX(-50%)"><div class="inline-flex items-center rounded px-1.5 py-0.5 text-[9px] font-bold tracking-[0.08em] whitespace-nowrap shadow-sm" style="background-color:rgba(255,255,255,0.92);color:#1c1c1c;border:1px solid rgba(0,0,0,0.06);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">CLAUDE 4.5</div></div><div class="absolute z-10" style="left:69.30604153492082%;top:63.5%;transform:translate(-50%, -50%);width:8px;height:8px;border-radius:50%;background-color:#000"></div><div class="absolute z-20" style="left:calc(69.30604153492082% - 12px);top:calc(63.5% + 0px);transform:translate(-100%, -50%)"><div class="inline-flex items-center rounded px-1.5 py-0.5 text-[9px] font-bold tracking-[0.08em] whitespace-nowrap shadow-sm" style="background-color:rgba(255,255,255,0.92);color:#1c1c1c;border:1px solid rgba(0,0,0,0.06);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">OPENAI O4-MINI</div></div><div class="absolute z-10" style="left:67.51019550882567%;top:68.66666666666667%;transform:translate(-50%, -50%);width:8px;height:8px;border-radius:50%;background-color:#000"></div><div class="absolute z-20" style="left:calc(67.51019550882567% + 0px);top:calc(68.66666666666667% + 14px);transform:translateX(-50%)"><div class="inline-flex items-center rounded px-1.5 py-0.5 text-[9px] font-bold tracking-[0.08em] whitespace-nowrap shadow-sm" style="background-color:rgba(255,255,255,0.92);color:#1c1c1c;border:1px solid rgba(0,0,0,0.06);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">TAVILY</div></div><div class="absolute z-10" style="left:5.869708635189378%;top:90.16666666666667%;transform:translate(-50%, -50%);width:8px;height:8px;border-radius:50%;background-color:#000"></div><div class="absolute z-20" style="left:calc(5.869708635189378% + 12px);top:calc(90.16666666666667% + 0px);transform:translateY(-50%)"><div class="inline-flex items-center rounded px-1.5 py-0.5 text-[9px] font-bold tracking-[0.08em] whitespace-nowrap shadow-sm" style="background-color:rgba(255,255,255,0.92);color:#1c1c1c;border:1px solid rgba(0,0,0,0.06);font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">EXA</div></div></div></div><div class="text-center text-[10px] uppercase tracking-[0.25em] text-neutral-400 font-medium mt
13-3" style="font-family:&quot;Neue Montreal&quot;, &quot;Inter&quot;, system-ui, sans-serif">Cost (CPM)</div></div></div><div class="hidden h-full md:block"><div class="w-full h-full flex flex-col"><p class="text-xs md:text-sm text-neutral-500 mb-2 pl-12 -mt-6 md:-mt-8 lg:-mt-10">Cost vs accuracy across deep research APIs</p><div class="relative flex-1" style="padding-left:48px;padding-right:16px;padding-top:16px;padding-bottom:32px"><div class="absolute" style="inset:0;padding-left:48px;padding-right:16px;padding-top:16px;padding-bottom:32px"><div class="relative w-full h-full"><div class="absolute left-0 right-0 border-t border-dashed border-neutral-200" style="top:100%"></div><div class="absolute text-[10px] text-neutral-400" style="top:100%;left:-32px;transform:translateY(-50%)">20</div><div class="absolute left-0 right-0 border-t border-dashed border-neutral-200" style="top:83.33333333333334%"></div><div class="absolute text-[10px] text-neutral-400" style="top:83.33333333333334%;left:-32px;transform:translateY(-50%)">30</div><div class="absolute left-0 right-0 border-t border-dashed border-neutral-200" style="top:66.66666666666667%"></div><div class="absolute text-[10px] text-neutral-400" style="top:66.66666666666667%;left:-32px;transform:translateY(-50%)">40</div><div class="absolute left-0 right-0 border-t border-dashed border-neutral-200" style="top:50%"></div><div class="absolute text-[10px] text-neutral-400" style="top:50%;left:-32px;transform:translateY(-50%)">50</div><div class="absolute left-0 right-0 border-t border-dashed border-neutral-200" style="top:33.33333333333334%"></div><div class="absolute text-[10px] text-neutral-400" style="top:33.33333333333334%;left:-32px;transform:translateY(-50%)">60</div><div class="absolute left-0 right-0 border-t border-dashed border-neutral-200" style="top:16.666666666666657%"></div><div class="absolute text-[10px] text-neutral-400" style="top:16.666666666666657%;left:-32px;transform:translateY(-50%)">70</div><div class="absolute left-0 right-0 border-t border-dashed border-neutral-200" style="top:0%"></div><div class="absolute text-[10px] text-neutral-400" style="top:0%;left:-32px;transform:translateY(-50%)">80</div><div class="absolute text-[10px] text-neutral-400" style="left:0%;bottom:-20px;transform:translateX(-50%)">$10</div><div class="absolute text-[10px] text-neutral-400" style="left:33.33333333333333%;bottom:-20px;transform:translateX(-50%)">$100</div><div class="absolute text-[10px] text-neutral-400" style="left:66.66666666666666%;bottom:-20px;transform:translateX(-50%)">$1,000</div><div class="absolute text-[10px] text-neutral-400" style="left:100%;bottom:-20px;transform:translateX(-50%)">$10,000</div><div class="absolute" style="left:79.93133362240124%;top:12.166666666666657%"><div class="absolute pointer-events-none" style="left:0;top:-0.5px;width:18px;height:1px;transform:rotate(-90deg);transform-origin:0 50%;background:rgba(124, 58, 237, 0.55)"></div><div class="absolute z-30 rounded-full transition-transform duration-150 bg-[#5E3454]" style="width:12px;height:12px;left:-6px;top:-6px;box-shadow:0 0 0 4px rgba(94, 52, 84, 0.16);transform:scale(1)"></div><a href="https://github.com/valyuAI/valyu-benchmarks" target="_blank" rel="noopener noreferrer" class="absolute z-10 block transition-transform duration-200 ease-out " style="bottom:16px;left:0;transform:translateX(-50%) scale(1);transform-origin:center bottom"><div class="inline-flex flex-col gap-px rounded border whitespace-nowrap bg-white px-2 py-1.5" style="border-color:#5E3454;box-shadow:0 0 0 1px #5E3454"><div class="flex items-center gap-1.5"><span class="inline-flex items-center justify-center rounded-sm overflow-hidden" style="width:14px;height:14px;background:#fff"><img src="/favicon.ico" alt="" width="14" height="14" class="object-contain" style="width:14px;height:14px"/></span><span class="font-semibold tracking-tight leading-tight text-[10px] md:text-[11px] text-[#5E3454]">Valyu DeepResearch</span><span class="leading-tight text-neutral-400 text-[8px] md:text-[9px]">Heavy</span></div><div class="leading-tight text-[8px] md:text-[9px] text-[#5E3454]/80" style="padding-left:20px">72.7<!-- -->% / <!-- -->$2,500<!-- --> CPM</div></div></a></div><div class="absolute" style="left:91.34542298314146%;top:15.833333333333329%"><div class="absolute pointer-events-none" style="left:0;top:-0.5px;width:20.439088914585774px;height:1px;transform:rotate(139.3987053549955deg);transform-origin:0 50%;background:rgba(163, 163, 163, 0.7)"></div><div class="absolute z-30 rounded-full transition-transform duration-150 bg-neutral-400" style="width:8px;height:8px;left:-4px;top:-4px;box-shadow:none;transform:scale(1)"></div><a href="https://github.com/valyuAI/valyu-benchmarks" target="_blank" rel="noopener noreferrer" class="absolute z-10 block transition-transform duration-200 ease-out " style="right:14px;top:12px;transform:translateY(-50%) scale(1);transform-origin:right center"><div class="inline-flex flex-col gap-px rounded border whitespace-nowrap bg-white px-1 py-0.5" style="border-color:#E5E7EB;box-shadow:0 1px 2px rgba(15, 23, 42, 0.06)"><div class="flex items-center gap-1"><span class="inline-flex items-center justify-center rounded-sm overflow-hidden" style="width:10px;height:10px;background:#fff"><img src="/perplexity logo.png" alt="" width="10" height="10" class="object-contain" style="width:10px;height:10px"/></span><span class="font-semibold tracking-tight leading-tight text-[8px] md:text-[9px] text-neutral-900">Perplexity DR (Opus 4.6)</span></div><div class="leading-tight text-[6px] md:text-[7px] text-neutral-400" style="padding-left:16px">70.5<!-- -->% / <!-- -->~$5,500<!-- --> CPM</div></div></a></div><div class="absolute" style="left:91.34542298314146%;top:33.66666666666667%"><div class="absolute pointer-events-none" style="left:0;top:-0.5px;
13width:31.5296461204668px;height:1px;transform:rotate(-118.30075576600639deg);transform-origin:0 50%;background:rgba(163, 163, 163, 0.7)"></div><div class="absolute z-30 rounded-full transition-transform duration-150 bg-neutral-400" style="width:8px;height:8px;left:-4px;top:-4px;box-shadow:none;transform:scale(1)"></div><a href="https://github.com/valyuAI/valyu-benchmarks" target="_blank" rel="noopener noreferrer" class="absolute z-10 block transition-transform duration-200 ease-out " style="right:14px;top:-26px;transform:translateY(-50%) scale(1);transform-origin:right center"><div class="inline-flex flex-col gap-px rounded border whitespace-nowrap bg-white px-1 py-0.5" style="border-color:#E5E7EB;box-shadow:0 1px 2px rgba(15, 23, 42, 0.06)"><div class="flex items-center gap-1"><span class="inline-flex items-center justify-center rounded-sm overflow-hidden" style="width:10px;height:10px;background:#fff"><img src="/anthropic logo.svg" alt="" width="10" height="10" class="object-contain" style="width:10px;height:10px"/></span><span class="font-semibold tracking-tight leading-tight text-[8px] md:text-[9px] text-neutral-900">Claude Opus 4.6 (web+code)</span></div><div class="leading-tight text-[6px] md:text-[7px] text-neutral-400" style="padding-left:16px">59.8<!-- -->% / <!-- -->~$5,500<!-- --> CPM</div></div></a></div><div class="absolute" style="left:88.44041712584479%;top:35%"><div class="absolute pointer-events-none" style="left:0;top:-0.5px;width:23.2602916254693px;height:1px;transform:rotate(131.18592516570965deg);transform-origin:0 50%;background:rgba(163, 163, 163, 0.7)"></div><div class="absolute z-30 rounded-full transition-transform duration-150 bg-neutral-400" style="width:8px;height:8px;left:-4px;top:-4px;box-shadow:none;transform:scale(1)"></div><a href="https://github.com/valyuAI/valyu-benchmarks" target="_blank" rel="noopener noreferrer" class="absolute z-10 block transition-transform duration-200 ease-out " style="right:14px;top:16px;transform:translateY(-50%) scale(1);transform-origin:right center"><div class="inline-flex flex-col gap-px rounded border whitespace-nowrap bg-white px-1 py-0.5" style="border-color:#E5E7EB;box-shadow:0 1px 2px rgba(15, 23, 42, 0.06)"><div class="flex items-center gap-1"><span class="inline-flex items-center justify-center rounded-sm overflow-hidden" style="width:10px;height:10px;background:#fff"><img src="/google logo.webp" alt="" width="10" height="10" class="object-contain" style="width:10px;height:10px"/></span><span class="font-semibold tracking-tight leading-tight text-[8px] md:text-[9px] text-neutral-900">Gemini Deep Research</span></div><div class="leading-tight text-[6px] md:text-[7px] text-neutral-400" style="padding-left:16px">59.0<!-- -->% / <!-- -->~$4,500<!-- --> CPM</div></div></a></div><div class="absolute" style="left:55.107083792511446%;top:44.99999999999999%"><div class="absolute pointer-events-none" style="left:0;top:-0.5px;width:16px;height:1px;transform:rotate(180deg);transform-origin:0 50%;background:rgba(163, 163, 163, 0.7)"></div><div class="absolute z-30 rounded-full transition-transform duration-150 bg-neutral-400" style="width:8px;height:8px;left:-4px;top:-4px;box-shadow:none;transform:scale(1)"></div><a href="https://github.com/valyuAI/valyu-benchmarks" target="_blank" rel="noopener noreferrer" class="absolute z-10 block transition-transform duration-200 ease-out " style="right:14px;top:0;transform:translateY(-50%) scale(1);transform-origin:right center"><div class="inline-flex flex-col gap-px rounded border whitespace-nowrap bg-white px-1 py-0.5" style="border-color:#E5E7EB;box-shadow:0 1px 2px rgba(15, 23, 42, 0.06)"><div class="flex items-center gap-1"><span class="inline-flex items-center justify-center rounded-sm overflow-hidden" style="width:10px;height:10px;background:#fff"><img src="/you.com logo" alt="" width="10" height="10" class="object-contain" style="width:10px;height:10px"/></span><span class="font-semibold tracking-tight leading-tight text-[8px] md:text-[9px] text-neutral-900">You.com Research</span><span class="leading-tight text-neutral-400 text-[6px] md:text-[7px]">exhaustive</span></div><div class="leading-tight text-[6px] md:text-[7px] text-neutral-400" style="padding-left:16px">53.0<!-- -->% / <!-- -->$450<!-- --> CPM</div></div></a></div><div class="absolute" style="left:84.80226814500918%;top:46.5%"><div class="absolute pointer-events-none" style="left:0;top:-0.5px;width:16px;height:1px;transform:rotate(0deg);transform-origin:0 50%;background:rgba(163, 163, 163, 0.7)"></div><div class="absolute z-30 rounded-full transition-transform duration-150 bg-neutral-400" style="width:8px;height:8px;left:-4px;top:-4px;box-shadow:none;transform:scale(1)"></div><a href="https://github.com/valyuAI/valyu-benchmarks" target="_blank" rel="noopener noreferrer" class="absolute z-10 block transition-transform duration-200 ease-out " style="left:14px;top:0;transform:translateY(-50%) scale(1);transform-origin:left center"><div class="inline-flex flex-col gap-px rounded border whitespace-nowrap bg-white px-1 py-0.5" style="border-color:#E5E7EB;box-shadow:0 1px 2px rgba(15, 23, 42, 0.06)"><div class="flex items-center gap-1"><span class="inline-flex items-center justify-center rounded-sm overflow-hidden" style="width:10px;height:10px;background:#fff"><img src="/openai logo.png" alt="" width="10" height="10" class="object-contain" style="width:10px;height:10px"/></span><span class="font-semibold tracking-tight leading-tight text-[8px] md:text-[9px] text-neutral-900">OpenAI DR (o3)</span></div><div class="leading-tight text-[6px] md:text-[7px] text-neutral-400" style="padding-left:16px">52.1<!-- -->% / <!-- -->~$3,500<!-- --> CPM</div></div></a></div><div class="absolute" style="left:79.3403747237202%;top:48%"><div class="absolute pointer-events-none" style="left:0;top:-0.5px;width:21.79898987322333px;height:1px;transform:rotate(135deg);transform-origin:0 50%;background:rgba(163, 163, 163, 0.7)"></div><div class="absolute z-30 rounded-full transition-transform duration-150 bg-neutral-400" style="width:8px;height:8px;left:-4px;top:-4px;box-shadow:none;transform:scale(1)"></div><a href="https://github.com/valyuAI/valyu-benchmarks" target="_blank" rel="noopener noreferrer" class="absolute z-10 block transition-transform duration-200 ease-out " style="right:14px;top:14px;transform:translateY(-50%) scale(1);transform-origin:right center"><div class="inline-flex flex-col gap-px rounded border whitespace-nowrap bg-white px-1 py-0.5" style="border-color:#E5E7EB;box-shadow:0 1px 2px rgba(15, 23, 42, 0.06)"><div class="flex items-center gap-1"><span class="inline-flex items-center justify-center rounded-sm overflow-hidden" style="width:10px;height:10px;background:#fff"><img src="/parallel_logo.svg" alt="" width="10" height="10" class="object-contain" style="width:10px;height:10px"/></span><span class="font-semibold tracking-tight leading-tight text-[8px] md:text-[9px] text-neutral-900">Parallel Ultra8x</span></div><div class="leading-tight text-[6px] md:text-[7px] text-neutral-400" style="padding-left:16px">51.2<!-- -->% / <!-- -->$2,400<!-- --> CPM</div></div></a></div><div class="absolute" style="left:86.73533304426542%;top:55.49999999999999%"><div class="absolute pointer-events-none" style="left:0;top:-0.5px;width:18px;height:1px;transform:rotate(90deg);transform-origin:0 50%;background:rgba(163, 163, 163, 0.7)"></div><div class="absolute z-30 rounded-full transition-transform duration-150 bg-neutral-400" style="width:8px;height:8px;left:-4px;top:-4px;box-shadow:none;transform:scale(1)"></div><a href="https://github.com/valyuAI/valyu-benchmarks" target="_blank" rel="noopener noreferrer" class="absolute z-10 block transition-transform duration-200 ease-out " style="top:16px;left:0;transform:translateX(-50%) scale(1);transform-origin:center top"><div class="inline-flex flex-col gap-px rounded border whitespace-nowrap bg-white px-1 py-0.5" style="border-color:#E5E7EB;box-shadow:0 1px 2px rgba(15, 23, 42, 0.06)"><div class="flex items-center gap-1"><span class="inline-flex items-center justify-center rounded-sm overflow-hidden" style="width:10px;height:10px;background:#fff"><img src="/anthropic logo.svg" alt="" width="10" height="10" class="object-contain" style="width:10px;height:10px"/></span><span class="font-semibold tracking-tight leading-tight text-[8px] md:text-[9px] text-neutral-900">Claude Opus 4.5 (web+code)</span></div><div class="leading-tight text-[6px] md:text-[7px] text-neutral-400" style="padding-left:16px">46.7<!-- -->% / <!-- -->~$4,000<!-- --> CPM</div></div></a></div><div class="absolute" style="left:69.30604153492082%;top:63.5%"><div class="absolute pointer-events-none" style="left:0;top:-0.5px;width:16px;height:1px;transform:rotate(180deg);transform-origin:0 50%;background:rgba(163, 163, 163, 0.7)"></div><div class="absolute z-30 rounded-full transition-transform duration-150 bg-neutral-400" style="width:8px;height:8px;left:-4px;top:-4px;box-shadow:none;transform:scale(1)"></div><a href="https://github.com/valyuAI/valyu-benchmarks" target="_blank" rel="noopener noreferrer" class="absolute z-10 block transition-transform duration-200 ease-out " style="right:14px;top:0;transform:translateY(-50%) scale(1);transform-origin:right center"><div class="inline-flex flex-col gap-px rounded border whitespace-nowrap bg-white px-1 py-0.5" style="border-color:#E5E7EB;box-shadow:0 1px 2px rgba(15, 23, 42, 0.06)"><div class="flex items-center gap-1"><span class="inline-flex items-center justify-center rounded-sm overflow-hidden" style="width:10px;height:10px;background:#fff"><img src="/openai logo.png" alt="" width="10" height="10" class="object-contain" style="width:10px;height:10px"/></span><span class="font-semibold tracking-tight leading-tight text-[8px] md:text-[9px] text-neutral-900">OpenAI DR (o4-mini)</span></div><div class="leading-tight text-[6px] md:text-[7px] text-neutral-400" style="padding-left:16px">41.9<!-- -->% / <!-- -->~$1,200<!-- --> CPM</div></div></a></div><div class="absolute" style="left:67.51019550882567%;top:68.66666666666667%"><div class="absolute pointer-events-none" style="left:0;top:-0.5px;width:18px;height:1px;transform:rotate(90deg);transform-origin:0 50%;background:rgba(163, 163, 163, 0.7)"></div><div class="absolute z-30 rounded-full transition-transform duration-150 bg-neutral-400" style="width:8px;height:8px;left:-4px;top:-4px;box-shadow:none;transform:scale(1)"></div><a href="https://github.com/valyuAI/valyu-benchmarks" target="_blank" rel="noopener noreferrer" class="absolute z-10 block transition-transform duration-200 ease-out " style="top:16px;left:0;transform:translateX(-50%) scale(1);transform-origin:center top"><div class="inline-flex flex-col gap-px rounded border whitespace-nowrap bg-white px-1 py-0.5" style="border-color:#E5E7EB;box-shadow:0 1px 2px rgba(15, 23, 42, 0.06)"><div class="flex items-center gap-1"><span class="inline-flex items-center justify-center rounded-sm overflow-hidden" style="width:10px;height:10px;background:#000"><img src="/tavily logo.png" alt="" width="8" height="8" class="object-contain" style="width:8px;height:8px"/></span><span class="font-semibold tracking-tight leading-tight text-[8px] md:text-[9px] text-neutral-900">Tavily Research</span><span class="leading-tight text-neutral-400 text-[6px] md:text-[7px]">pro</span></div><div class="leading-tight text-[6px] md:text-[7px] text-neutral-400" style="padding-left:16px">38.8<!-- -->% / <!-- -->~$1,060<!-- --> CPM</div></div></a></div><div class="absolute" style="left:5.869708635189378%;top:90.16666666666667%"><div class="absolute pointer-events-none" style="left:0;top:-0.5px;width:16px;height:1px;transform:rotate(0deg);transform-origin:0 50%;background:rgba(163, 163, 163, 0.7)"></div><div class="absolute z-30 rounded-full transition-transform duration-150 bg-neutral-400" style="width:8px;height:8px;left:-4px;top:-4px;box-shadow:none;transform:scale(1)"></div><a href="https://github.com/valyuAI/valyu-benchmarks" target="_blank" rel="noopener noreferrer" class="absolute z-10 block transition-transform duration-200 ease-out " style="left:14px;top:0;transform:translateY(-50%) scale(1);transform-origin:left center"><div class="inline-flex flex-col gap-px rounded border whitespace-nowrap bg-white px-1 py-0.5" style="border-color:#E5E7EB;box-shadow:0 1px 2px rgba(15, 23, 42, 0.06)"><div class="flex items-center gap-1"><span class="inline-flex items-center justify-center rounded-sm overflow-hidden" style="width:10px;height:10px;background:#fff"><img src="/exa logo.png" alt="" width="10" height="10" class="object-contain" style="width:10px;height:10px"/></span><span class="font-semibold tracking-tight leading-tight text-[8px] md:text-[9px] text-neutral-900">Exa Deep Reasoning</span></div><div class="leading-tight text-[6px] md:text-[7px] text-neutral-400" style="padding-left:16px">25.9<!-- -->% / <!-- -->$15<!-- --> CPM</div></div></a></div></div></div><div class="absolute text-[10px] text-neutral-500" style="left:4px;top:50%;transform:translate(-50%, -50%) rotate(-90deg);transform-origin:center">Accuracy (%)</div><div class="absolute left-1/2 bottom-0 -translate-x-1/2 text-[10px] text-neutral-500" style="padding-left:24px">Cost per thousand requests (CPM)</div></div></div></div></div></div></div></div></div></div></section><section class="section-wrapper w-full"><div class="section-container relative w-full border-x !border-0 !border-t-0 !border-b-0 !border-l-0 !border-r-0">
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13s queries. The benchmark serves as the baseline for evaluating general-purpose search quality and factual accuracy, covering diverse topics from science and technology to TV shows and video games.\",\"id\":\"6a4cf6d95e1d583c80b90ad3\"},{\"title\":\"Evaluation\",\"text\":\"Valyu achieved 94% accuracy on SimpleQA, outperforming other search APIs.\",\"id\":\"6a4cf6d95e1d583c80b90ad4\"}],\"caption\":\"retrieval precision on factual questions\",\"rows\":[{\"name\":\"Valyu\",\"value\":94,\"id\":\"6a4cf5456c442225fcaed477\"},{\"name\":\"Parallel\",\"value\":93,\"id\":\"6a4cf5456c442225fcaed478\"},{\"name\":\"Exa\",\"value\":91,\"id\":\"6a4cf5456c442225fcaed479\"},{\"name\":\"Google\",\"value\":38,\"id\":\"6a4cf5456c442225fcaed47a\"}],\"id\":\"6a4cf5456c442225fcaed47b\"},{\"name\":\"Finance\",\"displayType\":\"bars\",\"about\":\"Analyst-style questions over filings, market data and reporting, simulating real financial research.\",\"sections\":[{\"title\":\"About the benchmark\",\"text\":\"The Financial Benchmark assesses API performance through 120 queries distributed across seven datasets covering critical financial domains. The benchmark simulates real-world financial information retrieval scenarios across regulatory, academic, and market-specific contexts.\",\"id\":\"6a4cf6d95e1d583c80b90ad5\"},{\"title\":\"Distribution\",\"text\":\"The 120 queries span seven financial datasets: SEC Filings, References, Financial news and reports, Stocks, Forex, Insider Transactions and Crypto.\",\"id\":\"6a4cf6d95e1d583c80b90ad6\"},{\"title\":\"Evaluation\",\"text\":\"Valyu achieved 72.5% overall accuracy, significantly outperforming Exa (62.5%) and Google (55%) on financial queries\",\"id\":\"6a4cf6d95e1d583c80b90ad7\"}],\"caption\":\"accuracy on financial research questions\",\"rows\":[{\"name\":\"Valyu\",\"value\":70,\"id\":\"6a4cf5456c442225fcaed47c\"},{\"name\":\"Parallel\",\"value\":50,\"id\":\"6a4cf5456c442225fcaed47d\"},{\"name\":\"Exa\",\"value\":47,\"id\":\"6a4cf5456c442225fcaed47e\"},{\"name\":\"Google\",\"value\":41,\"id\":\"6a4cf5456c442225fcaed47f\"}],\"id\":\"6a4cf5456c442225fcaed480\"},{\"name\":\"Economics\",\"displayType\":\"bars\",\"about\":\"100 of the hardest analyst-style questions drawn from World Bank, BLS and FRED data sources.\",\"sections\":[{\"title\":\"About the benchmark\",\"text\":\"The Economics Benchmark evaluates search performance through 100 of the hardest analyst-style questions curated from authoritative economic data sources. The benchmark draws from World Bank Indicators, Bureau of Labor Statistics (BLS), and Federal Reserve Economic Data (FRED), covering GDP, inflation, employment, productivity, and monetary policy to simulate authentic economic research workflows used in policy analysis and macroeconomic forecasting.\",\"id\":\"6a4cf6d95e1d583c80b90ad8\"},{\"title\":\"Distribution\",\"text\":\"The 100 questions are sourced from: World Bank Indicators (50 questions), BLS (25 questions), and FRED (25 questions), representing the most challenging queries from each dataset.\",\"id\":\"6a4cf6d95e1d583c80b90ad9\"},{\"title\":\"Evaluation\",\"text\":\"Valyu achieved 72.6% overall accuracy, substantially outperforming Parallel (52%), Exa (44.7%), and Google (42.7%) on complex economic queries.\",\"id\":\"6a4cf6d95e1d583c80b90ada\"}],\"caption\":\"accuracy on economic research questions\",\"rows\":[{\"name\":\"Valyu\",\"value\":73,\"id\":\"6a4cf5456c442225fcaed481\"},{\"name\":\"Parallel\",\"value\":52,\"id\":\"6a4cf5456c442225fcaed482\"},{\"name\":\"Exa\",\"value\":45,\"id\":\"6a4cf5456c442225fcaed483\"},{\"name\":\"Google\",\"value\":43,\"id\":\"6a4cf5456c442225fcaed484\"}],\"id\":\"6a4cf5456c442225fcaed485\"},{\"name\":\"MedAgent\",\"displayType\":\"bars\",\"about\":\"482 challenging questions curated from 10 leading medical benchmarks across clinical knowledge and reasoning.\",\"sections\":[{\"title\":\"About the benchmark\",\"text\":\"MedAgent is a collection of the most difficult questions curated from 10 leading medical benchmarks. The benchmark comprises 482 challenging questions spanning clinical knowledge, drug information, and medical reasoning, designed to test the limits of medical AI capabilities. It includes specialized datasets from Clinical Trials and Drug Labels alongside questions from established medical benchmarks including MMLU, MEDQA, and others.\",\"id\":\"6a4cf6d95e1d583c80b90adb\"},{\"title\":\"Distribution\",\"text\":\"The 482 questions are sourced from: MMLU (50), MEDQA (50), MMLU-PRO (50), MEDEXQA (50), PUBMEDQA (50), MEDMCQA (50), MEDBULLETS (50), AFRIMEDQA (32), MEDXPERTQA-U (50), MEDXPERTQA-R (50).\",\"
13id\":\"6a4cf6d95e1d583c80b90adc\"},{\"title\":\"Evaluation\",\"text\":\"MedAgent was evaluated by comparing four different search solutions (Valyu, Google, Exa, Parallel) with Valyu with the highest performance of 48.1%. 47.76% overall accuracy with particularly strong results on Clinical Trials and Drug Labels (87.5% each).\",\"id\":\"6a4cf6d95e1d583c80b90add\"}],\"caption\":\"accuracy on hard medical questions\",\"rows\":[{\"name\":\"Valyu\",\"value\":48,\"id\":\"6a4cf5456c442225fcaed486\"},{\"name\":\"Google\",\"value\":45,\"id\":\"6a4cf5456c442225fcaed487\"},{\"name\":\"Exa\",\"value\":44,\"id\":\"6a4cf5456c442225fcaed488\"},{\"name\":\"Parallel\",\"value\":42,\"id\":\"6a4cf5456c442225fcaed489\"}],\"id\":\"6a4cf5456c442225fcaed48a\"},{\"name\":\"ScholarQA\",\"displayType\":\"bars\",\"about\":\"Leading benchmark for scientific-literature synthesis, published in Nature (Feb 2026).\",\"sections\":[{\"title\":\"About the benchmark\",\"text\":\"ScholarQA is the leading benchmark for evaluating how well AI systems synthesize scientific literature. Published in Nature in February 2026, it was developed by researchers at the University of Washington, Allen Institute for AI, Meta, and Carnegie Mellon.\",\"id\":\"6a4cf6d95e1d583c80b90ade\"},{\"title\":\"Distribution\",\"text\":\"The benchmark comprises 218 expert-annotated questions across two evaluation suites:\\nScholarQA-Multi (108 questions) - multi-domain questions spanning CS (NLP, HCI), Biology (bioimaging, genetics), and Physics (astrophysics, photonics, biophysics), evaluated using the Prometheus open-source LLM judgeScholarQA-CS (110 questions) - computer science questions evaluated against expert-written rubric criteria using GPT-4o as judge\",\"id\":\"6a4cf6d95e1d583c80b90adf\"},{\"title\":\"Evaluation\",\"text\":\"Valyu DeepResearch achieved #1 on both ScholarQA benchmarks. 74.5% vs 57.7% on CS (29% relative improvement), and 4.56 vs 4.51 on Multi - beating OpenScholar, Perplexity, GPT-4o, and PaperQA2.\\nThis was with our fast mode, our lowest cost tier, consuming 2x less compute than our standard mode, 20x less compute than Heavy, and 40x less compute than Max.\",\"id\":\"6a4cf6d95e1d583c80b90ae0\"}],\"caption\":\"accuracy on scientific-literature synthesis\",\"rows\":[{\"name\":\"Valyu\",\"value\":91.2,\"id\":\"6a4cf5456c442225fcaed48b\"},{\"name\":\"OpenScholar\",\"value\":90.2,\"id\":\"6a4cf5456c442225fcaed48c\"},{\"name\":\"Perplexity Pro\",\"value\":83,\"id\":\"6a4cf5456c442225fcaed48d\"},{\"name\":\"PaperQA2\",\"value\":76.4,\"id\":\"6a4cf5456c442225fcaed48e\"}],\"id\":\"6a4cf5456c442225fcaed48f\"}],\"id\":\"6a4cf801dcbbff4d9e74d716\",\"disableInnerContainer\":true}]}]}]\n37:[\"$\",\"section\",\"5\",{\"id\":\"$undefined\",\"ref\":\"$undefined\",\"className\":\"section-wrapper w-full\",\"children\":[\"$\",\"div\",null,{\"className\":\"section-container relative w-full border-x !border-0 !border-t-0 !border-b-0 !border-l-0 !border-r-0\",\"children\":[\"$\",\"$L43\",null,{\"blockType\":\"v2FinalCta\",\"visual\":\"aperture\",\"image\":{\"createdAt\":\"2026-09-28T17:27:41.170Z\",\"updatedAt\":\"2026-09-28T17:27:41.942Z\",\"alt\":\"Grey abstract panels\",\"url\":\"https://4ealzrotsszllxtz.public.blob.vercel-storage.com/panels.jpg\",\"filename\":\"panels.jpg\",\"mimeType\":\"image/jpeg\",\"filesize\":569215,\"width\":2400,\"height\":1600,\"focalX\":50,\"focalY\":50,\"sizes\":{\"thumbnail\":{\"url\":\"https://4ealzrotsszllxtz.public.blob.vercel-storage.com/panels-300x200.jpg\",\"width\":300,\"height\":200,\"mimeType\":\"image/jpeg\",\"filesize\":19956,\"filename\":\"panels-300x200.jpg\"},\"square\":{\"url\":\"https://4ealzrotsszllxtz.public.blob.vercel-storage.com/panels-500x500.jpg\",\"width\":500,\"height\":500,\"mimeType\":\"image/jpeg\",\"filesize\":53611,\"filename\":\"panels-500x500.jpg\"},\"small\":{\"url\":\"https://4ealzrotsszllxtz.public.blob.vercel-storage.com/panels-600x400.jpg\",\"width\":600,\"height\":400,\"mimeType\":\"image/jpeg\",\"filesize\":57128,\"filename\":\"panels-600x400.jpg\"},\"medium\":{\"url\":\"https://4ealzrotsszllxtz.public.blob.vercel-storage.com/panels-900x600.jpg\",\"width\":900,\"height\"
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