Crawlora vs Valyu

Compare Crawlora's structured, multi-platform web data APIs — including normalized Bing, Brave, DuckDuckGo, and Yahoo search — with Valyu's Search, Contents, Answer, and DeepResearch APIs, which unify web search with 55+ licensed and proprietary sources across Finance and Science & R&D.

Strukturiertes JSONPlattform-APIsVerwaltete AusführungAbrechnung nach Credits

Crawlora APIs durchsuchen Playground ausprobieren Preise ansehen

Benchmark

Crawloras eigene Scraping-Zuverlässigkeit, gemessen

Bevor wir Crawlora unten in der Tabelle mit Valyu vergleichen, hier die eigene Performance von Crawlora: Wir haben Crawloras /web/scrape Endpunkt einmal gegen eine geschichtete Stichprobe von 30 öffentlichen URLs (Docs, E-Commerce und durch Anti-Bot-Maßnahmen geschützte Seiten) ausgeführt, mit umgangenem Cache. 21/30 Anfragen lieferten verwertbaren Inhalt zurück.

This is Crawlora's own measured reliability on a single disclosed run — not a head-to-head benchmark against Firecrawl, Scrapfly, or any other named competitor. We don't hold API keys for competitor products and won't publish a number for a tool we haven't actually run.

Intern durchgeführter Benchmark, ausgeführt am August 10, 2026. Zuletzt geprüft am 2026-08-10. Vollständige Methodik und Ergebnisse pro URL.

Erfolgsquote

70%

21 von 30 untersuchten URLs, 200 + verwertbares Markdown

Mediane Latenz

2.9s

Nur erfolgreiche Anfragen; Ø 5.1s

Erfolgsquote bei schwerer Stufe

80%

8/10 durch Anti-Bot-Maßnahmen geschützte Seiten (LinkedIn, Instagram, Ticketmaster…)

Stichprobengröße

Öffentliche URLs, je eine Anfrage, 45s Timeout

Kurzfazit

Wähle basierend auf der Produktform, die du brauchst

Crawlora is stronger when you need normalized JSON from named public platforms — social, marketplaces, maps, app stores, and finance — with documented per-platform schemas. Valyu is stronger when you're building an AI agent or research tool that needs licensed vertical data (academic, financial, compliance, healthcare) plus cited synthesis, and doesn't need platform-specific consumer scraping.

Wähle Crawlora, wenn...

You want documented platform-specific APIs instead of generic URL fetching.
You want normalized JSON schemas for supported public web sources.
You want Playground testing, API-key usage tracking, and credit-based usage.
You want managed proxy routing, browser-backed rendering where needed, and retry/fallback logic behind the API layer.

Wähle Valyu, wenn...

You're grounding an AI agent or app in licensed academic, financial, healthcare, or compliance data, not general public-platform records.
You want one API across dozens of specialist sources (arXiv, PubMed, SEC filings, real-time stocks/crypto/forex, sanctions lists) instead of integrating each source separately.
You need cited, multi-step research reports or full-page content extraction, not raw structured records.

Schnellvergleich

Crawlora vs. Valyu: Funktionsvergleich

Nutze diese Tabelle als Ausgangspunkt, um Crawlora gegen Valyu zu bewerten, und prüfe dann die aktuellen Details auf den offiziellen Seiten beider Anbieter, bevor du eine Produktionsentscheidung triffst.

Preisstand geprüft: 2026-11-02.

Vergleichstabelle für Crawlora und Valyu
Kategorie	Crawlora	Valyu
Product focus	Multi-platform structured web data APIs, including Bing, Brave, DuckDuckGo, and Yahoo search	Unified Search, Contents, Answer, and DeepResearch APIs across the open web plus 55+ licensed and proprietary sources
Best for	Structured records from named public platforms plus normalized cross-engine SERP JSON	AI agents and research tools needing licensed vertical data — academic, real-time finance, compliance, healthcare — with citations
Output format	Normalized JSON by endpoint — SERP-style results with positions, titles, URLs, snippets	Ranked results with excerpts (Search), full page content (Contents), synthesized answers with citations (Answer), or a cited multi-step research report (DeepResearch)
Source coverage	497+ documented public platform endpoints — social, marketplaces, maps, app stores, business, finance	55+ sources: academic preprints and journals (arXiv, PubMed, Wiley), real-time finance (stocks, crypto, forex, commodities), env & geo, compliance/sanctions lists, standardized company financials, healthcare
Licensed / proprietary data	Not offered — public web platforms only	Licensed Wiley finance and health journals/books, standardized balance sheet/cash flow/income statements, prediction-market data (Polymarket, Kalshi), gated by plan tier
Platform-specific scraping	Core positioning — Instagram, TikTok, Amazon, Google Maps, LinkedIn, and more	Not offered — "Web" is one bucket among 55+ sources, not a documented per-platform schema
Multi-step, cited research	Not offered — returns raw structured data for your own step	DeepResearch API — async, multi-step research with cited, structured reports (8 credits for an instant answer up to 2,500 for max mode)
Exact SERP positions	Position-accurate normalized results across Bing, Brave, DuckDuckGo, and Yahoo for rank tracking	Web is one ranked source among 55+, tuned for AI grounding, not a literal position-accurate SERP
Agent-native distribution	Hosted MCP tools across the full catalog	MCP server card, llms.txt, and an agents.md onboarding runbook published at the domain root, plus Python and Rust SDKs
Pricing model	Credit-based, billed on success; 2,000 free credits/month, no card	Credit-based: pay-as-you-go ($10 minimum top-up buys 1,600 credits) or monthly plans — Ridiculously Cheap $29 (5,000 credits), Comfortably Pro $99 (18,000), Serious Business $499 (100,000); Search is charged per result by source (0.1 credits web and news, 0.05 arXiv and PubMed, 1.92 SEC filings, 4.8 Wiley publications); DeepResearch is 8–2,500 credits per task by mode; no overage charges

Details

Detaillierter Vergleich

Die Wahl zwischen Crawlora und Valyu hängt vom Ausgabeformat, der Zielabdeckung, dem Entwickler-Workflow und davon ab, wie viel Infrastruktur dein Team betreiben möchte.

A vertical-data search API for AI agents, not a platform-scraping API

Valyu's pitch is one API that unifies open-web search with 55+ specialist and licensed sources — academic preprints and journals, real-time financial data, compliance and sanctions lists, standardized company financials, and healthcare databases — organized around Finance and Science & R&D verticals for AI agents doing knowledge work. Crawlora's pitch runs the other direction: documented endpoints per named public platform (social, marketplace, maps, app stores) returned as normalized JSON. The overlap is genuine but narrow — both return structured web data to an application, but from very different source catalogs.

Four API shapes, four different jobs

Valyu splits its surface into Search (ranked results with excerpts, tuned for RAG pipelines), Contents (clean content extraction from any URL), Answer (search plus LLM synthesis for chat apps), and DeepResearch (asynchronous, multi-step research with cited, structured reports, 5–180 minutes per task). Crawlora doesn't offer a synthesized-answer or multi-step-research layer — it returns raw structured records from documented platform endpoints and expects your own application to reason over them.

Licensed and real-time vertical data Crawlora doesn't carry

Valyu's differentiated surface is licensed and real-time vertical data: Wiley finance and health journals and books, standardized balance sheet/cash flow/income-statement data, SEC filings and insider transactions, real-time stocks/crypto/forex/commodities and prediction-market data (Polymarket, Kalshi), clinical trials, drug and compound databases (ChEMBL, PubChem, DrugBank), and sanctions/compliance lists (OFAC, UN, INTERPOL, UK HMT). This is Valyu's moat — curated, licensed sources priced per query — not the kind of consumer-platform coverage Crawlora ships.

No platform-specific consumer scraping surface

Valyu has no Instagram, TikTok, Amazon, Google Maps, or LinkedIn endpoints — its "Web" source is one bucket among 55+, returned through the same Search/Contents/Answer shape as every other source, not a documented per-platform schema. Crawlora's 497+ platform endpoints are the opposite: purpose-built response shapes for named consumer and business platforms, which is the wrong tool if what you actually need is licensed academic or financial data.

Real, growing traction and agent-first distribution

Valyu ships an MCP server card, llms.txt, and an agents.md onboarding runbook at its domain root, plus Python and Rust SDKs — genuinely agent-onboarding-first infrastructure. Unlike most fresh AI-search entrants, its traffic is real and growing (tens of thousands of monthly visits per third-party estimates), driven by developer search volume for its brand and API docs. It's worth tracking as a citation/data-source rival for AI-agent-facing use cases, even though its source catalog doesn't overlap Crawlora's platform coverage.

Pricing shape: per-source credits vs a fixed weight per endpoint

Valyu is credit-based: pay-as-you-go ($10 buys 1,600 credits) or monthly plans of $29 (5,000 credits), $99 (18,000) and $499 (100,000), with $10 of free credits on signup ($20 with a company email). Search charges per result by source — 0.1 credits for web and news, 0.05 for arXiv and PubMed, 1.92 for SEC filings, 4.8 for Wiley publications — and DeepResearch is a fixed 8 to 2,500 credits per task by mode, with no overage charges and a max-price cap per request. Crawlora is credit-based on one shared pool with a fixed, documented weight per endpoint, billed only on success.

Responsible public web data access

Crawlora is designed for responsible public web data workflows. It should not be used for private or protected data, and no comparison page should be read as a guarantee that every target will succeed. Review provider terms, target-site rules, and your own compliance requirements before production use.

Use supported endpoints and documented request parameters.
Treat blocked, challenged, or unusable upstream responses as workflow signals.
Review Crawlora Terms and each provider's official documentation before launch.

Wann Crawlora die bessere Wahl ist

Your product needs repeatable public web data workflows from supported platforms.
Your team wants documented endpoint schemas and examples before integration.
You prefer structured JSON over building and maintaining DOM parsers.
You want usage tracking, credit-based pricing, and Playground testing in the same developer workflow.

Wann Valyu die bessere Wahl sein kann

You're grounding an AI agent in licensed academic, financial, compliance, or healthcare data.
You want cited, multi-step research reports or full-page content extraction from arbitrary URLs.
You need real-time market data (stocks, crypto, forex, prediction markets) alongside search.

Bewertungs-Checkliste

Fragen, die vor der Entscheidung zu beantworten sind

Vergleiche Crawlora und Valyu anhand deines tatsächlichen Workflows und Wartungsaufwands, nicht nur anhand der Feature-Labels auf den ersten Blick.

Do you need structured JSON or raw HTML?
Do you need one platform or many platforms?
Do you want to maintain custom parsers?
Do you need browser rendering?
Do you need proxy routing?
Do you need endpoint-specific schemas?
Do you need usage tracking?
Do you need agent-native structured data?
What is the cost per successful workflow, not just headline price?

FAQ

Fragen zu Crawlora vs. Valyu

Diese Valyu-Vergleichsantworten verwenden vorsichtige Formulierungen und sollten anhand der offiziellen Seiten beider Anbieter auf aktuelle Produkt- und Preisdetails überprüft werden.

Is Crawlora a Valyu alternative?

Only partially. Valyu is a search API unifying the open web with 55+ licensed academic, financial, compliance, and healthcare sources for AI agents; Crawlora is a documented API across 497+ named public platforms (social, marketplaces, maps, app stores, finance). The right pick depends on whether you need vertical licensed data or platform-specific structured records.

What is Valyu?

Valyu (valyu.ai) is a search API for AI agents and knowledge work, unifying open-web search with 55+ specialist and licensed sources across Finance and Science & R&D, plus Search, Contents, Answer, and DeepResearch APIs. It was previously reachable at valyu.network, which now redirects to valyu.ai.

Does Crawlora offer licensed academic or financial data like Valyu?

No. Crawlora's finance coverage is limited to documented public endpoints; it doesn't license Wiley journals, standardized financial statements, or compliance/sanctions databases the way Valyu does.

Does Valyu scrape platforms like Instagram, Amazon, or Google Maps?

No. Valyu has no platform-specific consumer or business scraping endpoints — its "Web" source is one bucket among 55+, returned in the same shape as every other source. Crawlora is built specifically for that: 497+ documented platform endpoints with normalized JSON.

What is Valyu's DeepResearch API?

DeepResearch is Valyu's asynchronous, multi-step research API — it produces cited, structured research reports, priced at a fixed 8 to 2,500 credits per task by mode (instant, fast, standard, heavy, max). Crawlora has no equivalent; it returns raw structured data for your own research or synthesis step.

How much does Valyu cost?

Valyu is credit-based. Pay-as-you-go has a $10 minimum top-up for 1,600 credits (top-ups last 12 months); monthly plans are Ridiculously Cheap at $29 for 5,000 credits, Comfortably Pro at $99 for 18,000 and Serious Business at $499 for 100,000, each unlocking more data sources. New accounts get $10 of free credits, or $20 with a company email, no card required. Search is charged per result by source: 0.1 credits for web and news, 0.05 for arXiv and PubMed, 0.88 for clinical trials, 1.92 for SEC filings and 4.8 for Wiley publications. DeepResearch costs 8 credits (instant), 25 (fast), 100 (standard), 500 (heavy) or 2,500 (max) per task. There are no overage charges — when the balance cannot cover a request the API returns 402 — and you can set a max price per query.

Which is better for exact SERP rank tracking?

Crawlora. Its Bing, Brave, DuckDuckGo, and Yahoo endpoints return position-accurate normalized SERP JSON. Valyu's Search API treats the web as one ranked source among 55+, tuned for AI grounding rather than literal SERP rank tracking.

Can I use Crawlora and Valyu together?

Yes. A common pattern is Valyu for licensed academic, financial, or compliance data and cited research, and Crawlora for structured records from named public platforms — social, marketplaces, maps, and app stores — that Valyu doesn't cover.

Geprüfte Quellen

Zuletzt geprüft: August 19, 2026. Preise und Funktionen der Konkurrenz können sich ändern. Prüfe die offizielle Seite jedes Anbieters für die aktuellsten Details.

Probiere Crawlora als deine Valyu-Alternative aus

Durchsuche die Endpunkt-Dokumentation, führe im Playground eine Anfrage gegen eine Plattform aus, die Valyu nicht abdeckt, und vergleiche die Credit-basierte Preisgestaltung, bevor du entscheidest, ob Crawlora zu deinem Workflow passt.

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