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The Leaderboard Illusion

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ProductsProductsNorthAn enterprise-ready AI platform that powers modern workplace productivityCompassAn intelligent search and discovery system to surface business insightsCommandA family of high-performance, scalable language modelsTranscribeNEWA speech recognition model for generating highly accurate audio transcriptsAyaA family of multilingual research models covering 70+ languagesEmbedA leading multimodal search and retrieval toolRerankA powerful model that provides a semantic boost to search qualityCustomizationPricingSolutionsTechnologyFinancial ServicesHealthcare and Life SciencesManufacturingEnergy and UtilitiesPublic SectorTelecommunicationsModel VaultYour dedicated, secure model inference platform — managed by CohereSecurityPrivate DeploymentsResearchCohere LabsCohere's research lab that seeks to solve complex ML problemsAyaPapersVideosBlogOpen Science CommunityScholars ProgramCatalyst Grant ProgramThe Leaderboard IllusionEventsResourcesBlogDevelopersDocsLLM UniversityCookbooksDiscordEventsOn-Demand EventsCustomer StoriesExplore enterprise AI case studies and success storiesCompanyAboutCareersNewsroomPartnersSign inProducts overviewNorthAn enterprise-ready AI platform that powers modern workplace productivityCompassAn intelligent search and discovery system to surface business insightsCommandA family of high-performance, scalable language modelsTranscribeNEWA speech recognition model for generating highly accurate audio transcriptsAyaA family of multilingual research models covering 70+ languagesEmbedA leading multimodal search and retrieval toolRerankA powerful model that provides a semantic boost to search qualityCustomizationPricingTechnologyFinancial ServicesHealthcare and Life SciencesManufacturingEnergy and UtilitiesPublic SectorTelecommunicationsModel VaultYour dedicated, secure model inference platform — managed by CohereSecurityPrivate DeploymentsCohere LabsCohere's research lab that seeks to solve complex ML problemsAyaPapersVideosBlogOpen Science CommunityScholars ProgramCatalyst Grant ProgramThe Leaderboard IllusionEventsBlogDevelopersDocsLLM UniversityCookbooksDiscordEventsOn-Demand EventsCustomer StoriesExplore enterprise AI case studies and success storiesAboutCareersNewsroomPartnersSign inNeurIPS 2025privacy policyNorthCompassCommandTranscribeEmbedRerankCustomizationPricingTechnologyEnergy and UtilitiesFinancial ServicesHealthcare and Life SciencesManufacturingPublic SectorTelecommunicationsDeployment OptionsModel VaultBlogDevelopersEventsOn-Demand EventsLLM UniversityDocumentationRelease NotesAboutCareersResearchNewsroomPartnersSecurityTrust CenterModern Slavery ActProductsNorthCompassCommandTranscribeEmbedRerankCustomizationPricingSolutionsTechnologyEnergy and UtilitiesFinancial ServicesHealthcare and Life SciencesManufacturingPublic SectorTelecommunicationsDeployment OptionsModel VaultBlogDevelopersEventsOn-Demand EventsLLM UniversityDocumentationRelease NotesAboutCareersResearchNewsroomPartnersSecurityTrust CenterModern Slavery ActPrivacyTerms of UseSaaS Agreement

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