Raycaster / evalsSample trace

Eval benchmarks

Benchmarks and work categories.

Browse agent evaluation benchmarks and cross-cutting work categories — legal, finance, spreadsheets, document Q&A, and more.

Benchmarks

Work categories

Cross-benchmark groupings — tasks from any benchmark can appear in a category.

AI Agents for Excel Financial ModelingSpreadsheet automation AI668 tasks · 2 benchmarksAI Agents for Spreadsheet Automation and Workbook EditingSpreadsheet automation AI397 tasks · 1 benchmarkAI Agents for Spreadsheet EditingSpreadsheet benchmark397 tasks · 1 benchmarkAI Agents for Financial Statement AnalysisSEC filings AI284 tasks · 2 benchmarksAI Agents for M&A Legal Due DiligenceM&A diligence automation159 tasks · 1 benchmarkAI Agents for Document DraftingDocument automation AI152 tasks · 1 benchmarkAI Agents for Pricing StrategyPricing analytics AI150 tasks · 1 benchmarkAI Agents for Board and Executive MemosKnowledge-work AI134 tasks · 1 benchmarkAI Agents for Document Q&ADocument Q&A benchmark133 tasks · 1 benchmarkAI Agents for Government Financial Document Q&AGovernment financial document AI133 tasks · 1 benchmarkAI Agents for DCF ValuationFinancial modeling AI132 tasks · 1 benchmarkAI Agents for Take-Private AnalysisPE transaction AI131 tasks · 1 benchmarkAI Agents for Legal Contract ReviewContract review automation126 tasks · 1 benchmarkAI Agents for Merger ModelsM&A modeling AI112 tasks · 1 benchmarkAI Agents for Portfolio StrategyStrategy consulting AI105 tasks · 1 benchmarkAI Agents for Litigation Risk AssessmentLegal memo automation98 tasks · 1 benchmarkAI Agents for Comparable Company AnalysisComps automation94 tasks · 1 benchmarkAI Agents for Manufacturing Cost OptimizationManufacturing consulting AI83 tasks · 1 benchmarkAI Agents for Cross-Border Regulatory ReviewCross-border legal AI76 tasks · 1 benchmarkAI Agents for Market SizingConsulting AI75 tasks · 1 benchmarkAI Agents for Digital TransformationOperations consulting AI72 tasks · 1 benchmarkAI Agents for Precedent Transaction AnalysisTransaction comps AI68 tasks · 1 benchmarkAI Agents for Real Estate Lease ReviewReal estate legal AI66 tasks · 1 benchmarkAI Agents for Customer SegmentationGrowth strategy AI65 tasks · 1 benchmarkAI Agents for LBO ModelingPrivate equity modeling AI63 tasks · 1 benchmarkAI Agents for Consumer Growth StrategyCPG and beauty consulting AI59 tasks · 1 benchmarkAI Agents for SaaS Due DiligenceSaaS PE diligence AI56 tasks · 1 benchmarkAI Agents for Commercial Contract RiskLegal risk analysis55 tasks · 1 benchmarkAI Agents for Tax Due DiligenceTax law AI54 tasks · 1 benchmarkAI Agents for Hospitality Loyalty StrategyTravel consulting AI51 tasks · 1 benchmarkAI Agents for Healthcare and Senior Living Legal RiskHealthcare legal AI50 tasks · 1 benchmarkAI Agents for Infrastructure FinanceProject finance AI49 tasks · 1 benchmarkAI Agents for SEC Disclosure AnalysisSecurities compliance AI48 tasks · 1 benchmarkAI Agents for Automotive EV Transition StrategyAutomotive consulting AI47 tasks · 1 benchmarkAI Agents for Go-To-Market StrategyGTM consulting AI38 tasks · 1 benchmarkAI Agents for Maritime and Environmental LiabilityMaritime law AI38 tasks · 1 benchmarkAI Agents for WACC and Cost of Capital AnalysisValuation AI38 tasks · 1 benchmarkAI Agents for Divestiture and Spin-Off AnalysisCorporate finance AI36 tasks · 1 benchmarkAI Agents for Energy Grid ResilienceEnergy consulting AI33 tasks · 1 benchmarkAI Agents for Employment Law AnalysisHR legal AI31 tasks · 1 benchmarkAI Agents for Privacy and GDPR CompliancePrivacy compliance AI31 tasks · 1 benchmarkAI Agents for Renewable Energy EconomicsRenewables consulting AI24 tasks · 1 benchmarkAI Agents for PowerPoint Deck CreationSlide automation AI21 tasks · 1 benchmarkAI Agents for FDA and Pharma Promotional ComplianceLife sciences compliance AI20 tasks · 1 benchmarkAI Agents for REIT Conversion AnalysisREIT finance AI17 tasks · 1 benchmarkAI Agents for BDC and Specialty Finance AnalysisBDC banking AI16 tasks · 1 benchmarkAI Agents for US State Privacy LawUS privacy compliance13 tasks · 1 benchmarkAI Agents for Joint Venture Legal StructuringJV legal automation12 tasks · 1 benchmarkAI Agents for Tariff and Trade Law AnalysisTrade compliance AI11 tasks · 1 benchmarkAI Agents for ESG and Climate Risk AnalysisESG analytics AI10 tasks · 1 benchmark