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Compare 2025 R&D spend across the top five semiconductor firms, with sources.

INDEX LIVEquery ▸ compare 2025 R&D spend · semiconductorsmatched 8/55latency 6msscanned 1,284

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CATEGORIES

#SOURCECATEGORYACCESSCOVERAGESTATUS

01ArXivAcademicPublicPublicly available arXiv papersCITEDidle

02BioRxivAcademicPublicLife-science preprints from bioRxivCITEDidle

03ChemRxivAcademicPublicOpen-access chemistry preprintsCITEDidle

04MedRxivAcademicPublicHealth and clinical research preprintsCITEDidle

05PubMedAcademicPublicOpen-access papers from PubMedCITEDidle

06Wiley Finance BooksAcademicLicensedFinance, investment, and valuation booksCITEDidle

07Wiley Finance PapersAcademicLicensedPeer-reviewed finance and economics journalsCITEDidle

08Wiley Health & Life SciencesAcademicLicensedHealth and life-sciences journalsCITEDidle

09CommoditiesFinanceReal-timeRealtime and historical commodity price dataCITEDidle

10CryptoFinanceReal-timeMajor cryptocurrency market dataCITEDidle

11ETFsFinanceReal-timeExchange-traded fund price dataCITEDidle

12ForexFinanceReal-timeGlobal foreign-exchange price dataCITEDidle

13FundsFinanceReal-timeMutual fund market dataCITEDidle

14MoversFinanceReal-timeMarket movers and stock gainersCITEDidle

15Semiconductor Industry NewsFinancePublicSemiconductor and chip-industry trade newsCITEDcited

16StocksFinanceReal-timeRealtime and historical stock price dataCITEDidle

17FEMA DisastersEnv & GeoPublicFederally declared disaster recordsCITEDidle

18NASA EONETEnv & GeoReal-timeNatural event tracking from NASA EONETCITEDidle

19OSM NominatimEnv & GeoReal-timeOpenStreetMap geocoding API dataCITEDidle

20NWS WeatherEnv & GeoReal-timeUS National Weather Service weather dataCITEDidle

21Open-MeteoEnv & GeoReal-timeGlobal high-resolution weather forecastsCITEDidle

22Open-Meteo AirEnv & GeoReal-timeGlobal air-quality data and forecastsCITEDidle

23Open-Meteo MarineEnv & GeoReal-timeMarine forecasts for wave and weather conditionsCITEDidle

24OpenAQEnv & GeoReal-timeGlobal air-quality measurementsCITEDidle

25Australia DFATCompliancePublicAustralian sanctions consolidated listCITEDidle

26Swiss SECOCompliancePublicSwiss sanctions lists from SECOCITEDidle

27INTERPOL RedCompliancePublicINTERPOL Red NoticesCITEDidle

28OFAC Non-SDNCompliancePublicUS Treasury OFAC Non-SDN listsCITEDidle

29OFAC SDNCompliancePublicUS Treasury OFAC SDN listCITEDidle

30UK HMTCompliancePublicUK HM Treasury OFSI sanctions listCITEDidle

31UN SanctionsCompliancePublicUN Security Council consolidated sanctions listCITEDidle

32US CSLCompliancePublicUS Consolidated Screening ListCITEDidle

33Balance SheetCompany DataProprietaryStandardized company balance-sheet dataCITEDmatch

34Cash FlowCompany DataProprietaryStandardized company cash-flow dataCITEDmatch

35DividendsCompany DataReal-timeDividend payment history and schedulesCITEDidle

36EarningsCompany DataReal-timeQuarterly and annual earnings dataCITEDmatch

37FDIC BankFindCompany DataPublicRegulatory financial data for US banksCITEDidle

38IncomeCompany DataProprietaryStandardized company income-statement dataCITEDmatch

39InsidersCompany DataReal-timeInsider trading and corporate governance dataCITEDidle

40SECCompany DataPublicSEC filings and regulatory documentsCITEDmatch

41StatisticsCompany DataReal-timeCompany financial metrics and ratiosCITEDmatch

42CDC WastewaterHealthcarePublicCDC National Wastewater Surveillance System dataCITEDidle

43ChEMBLHealthcarePublicBioactivity database for drug-like moleculesCITEDidle

44Clinical TrialsHealthcarePublicClinicalTrials.gov trial registry dataCITEDidle

45DailyMedHealthcarePublicFDA-approved medication labelingCITEDidle

46NIHHealthcarePublicNIH RePORTER research grantsCITEDidle

47NPI RegistryHealthcarePublicUS healthcare provider identifiersCITEDidle

48Open TargetsHealthcarePublicDrug target and disease evidenceCITEDidle

49FDA Device EventsHealthcarePublicOpenFDA MAUDE medical device event reportsCITEDidle

50FDA Drug EventsHealthcarePublicOpenFDA FAERS adverse drug event reportsCITEDidle

51FDA Food RecallsHealthcarePublicOpenFDA food product recall recordsCITEDidle

52PubChemHealthcarePublicChemical compound databaseCITEDidle

53WHOHealthcarePublicWHO Global Health Observatory dataCITEDidle

54WHO ICDHealthcarePublicInternational Classification of DiseasesCITEDidle

55WebWebWebOpen web results from indexed sites and pagesCITEDmatch

55 sources

SOC 2ISO 27001GDPRZERO DATA RETENTION

Powering AI products & research workflows at

72.7%on the DRACO long-form research benchmark — leading performance across deep research, finance, medicine and scholarly research.

Explore the benchmarks

SEC Filings

Earnings

Stock Prices

Polymarket

Kalshi

arXiv

PubMed

Clinical Trials

ChEMBL

PubChem

DrugBank

FRED

World Bank

IMF

Patents

Ship Tracking

SEC Filings

Earnings

Stock Prices

Polymarket

Kalshi

arXiv

PubMed

Clinical Trials

ChEMBL

PubChem

DrugBank

FRED

World Bank

IMF

Patents

Ship Tracking

One API for search and deep research.

SEARCH API

Any source, structured in real time.

Retrieve relevant sources, full content and structured data across the open web, financial, academic, medical and proprietary sources.

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Pull AstraZeneca's FY2024 revenue|

DEEP RESEARCH API

Cited answers over all your data.

Plan the investigation, read the material and synthesise evidence into reports, sheets and structured data — every figure traced to its source.

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Deep coverage for finance and scientific R&D.

Broad web search combined with the specialist sources high-value research depends on.

Finance

Company filings, earnings, market data, economic indicators, prediction markets and financial reporting.

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Investment researchFinancial modellingDue diligenceMarket monitoringMacro analysis

Life Sciences & R&D

Scientific papers, preprints, compounds, protein structures, clinical trials, patents, reactions and regulatory information.

Learn more

Literature reviewsDrug & target researchClinical-trial analysisPatent / FTO researchRegulatory monitoring

State-of-the-art across research benchmarks.

DRACO

DRACO is Perplexity'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. Every 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.

Accuracy (%)

VALYU DEEPRESEARCH

72.7% / $2,500CPM

PERPLEXITY

CLAUDE 4.6

GEMINI

YOU.COM

OPENAI O3

PARALLEL

CLAUDE 4.5

OPENAI O4-MINI

TAVILY

EXA

Cost (CPM)

Cost vs accuracy across deep research APIs

$10

$100

$1,000

$10,000

Valyu DeepResearchHeavy

72.7% / $2,500 CPM

Perplexity DR (Opus 4.6)

70.5% / ~$5,500 CPM

Claude Opus 4.6 (web+code)

59.8% / ~$5,500 CPM

Gemini Deep Research

59.0% / ~$4,500 CPM

You.com Researchexhaustive

Claude Opus 4.5 (web+code)

Accuracy (%)

Cost per thousand requests (CPM)

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DATA SOURCESCategories ▾Modalities ▾

XArXivValyu · Publicly Available ArXiv Papers · Monthly · Research Papers$1/1k

BLBuyside LettersDeepResearch OnlyValyu · Buyside Investment Funds · Daily · Investor Letters$12/1k

BSBalance SheetValyu · Valyu · Quarterly · Financial Statements$20/1k

Control the evidence

Choose which datasets, domains and source types your AI can access — public web, specialist, licensed or private.

API ANALYTICSHDWM

Search$0.0839Answer$0.0214Contents$0.0467Deep Research$0.1120

View: Cost ($)Products: All

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/deepresearchWhat risks are in AAPL's 10-K?

Supply-chain concentration¹, FX exposure², EU regulatory pressure³ — with hedging costs rising into FY26…

[1] AAPL 10-K p.12[2] SEC 8-K[3] Q3 call

✓Grounded by search3 sources · full text

Verify every output

Source-linked results and citations so users can inspect the evidence behind each answer or report.

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Top-down macro shot of a single GPU silicon die partitioned into five distinct glowing functional blocks of different sizes, packed edge to edge to fill the whole die, in deep blue, cyan and teal.

ENGINEERING

Packing Five Models onto One GPU

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UPDATES

CASE STUDY: How o11 uses Valyu as the data layer for financial AI agents

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PRODUCT

ChemRxiv Is Now in Valyu: Chemistry Preprints for AI Agents

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Storke and Valyu partnership case study hero

UPDATES

CASE STUDY: How Storke uses Valyu to cut clinical evaluation timelines in half

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Vector graph flowing into a GPU chip for a blog about scaling vector index creation.

ENGINEERING

Building Vector Indices at Billion Scale

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