agent-evaluation-benchmark.csv

task_description,expected_tool,difficulty,category,test_input,expected_output_contains
Get current weather in Berlin,get_weather,easy,weather,Berlin Germany,temperature
Get 7-day forecast for Tokyo,get_forecast,easy,weather,Tokyo Japan,forecast
Check UV index for Sydney,get_weather,easy,weather,Sydney Australia,uv
Get historical temperature data for London,get_climate_history,medium,weather,London UK 2024,historical
Compare weather between two cities,get_weather,medium,weather,Paris vs Madrid,temperature
Get SOL token price in USD,get_token_price,easy,blockchain,SOL,price
Check wallet balance for a Solana address,get_wallet_balance,easy,blockchain,7xKXtg2CW87d97TXJSDpbD5jBkheTqA83TZRuJosgAsU,balance
Get transaction history for a wallet,get_transaction_history,medium,blockchain,wallet_address limit=5,transactions
Check token safety score for BONK,check_token_safety,medium,blockchain,BONK,risk
Compare DeFi yields on Solana,get_defi_yields,medium,blockchain,sort_by=apr,apr
Analyze whale transactions for SOL,get_whale_transactions,hard,blockchain,SOL min_usd=50000,whale
Track a smart wallet portfolio,track_smart_wallet,hard,blockchain,whale_address,holdings
Get portfolio analysis for a wallet,analyze_wallet_portfolio,medium,blockchain,wallet_address,total_value
Search for CVE-2024-0001,search_cve,easy,security,CVE-2024-0001,vulnerability
Find critical vulnerabilities in Apache,search_vulnerabilities,medium,security,Apache critical,severity
Check security advisories for npm packages,search_advisories,medium,security,npm advisory,advisory
Get CVSS score for a specific CVE,get_cve_details,easy,security,CVE-2023-44487,cvss
List recent critical CVEs,search_cve,medium,security,critical last_30_days,critical
Search for scientific papers on transformer models,search_papers,easy,academic,transformer neural network,paper
Get citation count for a DOI,get_citations,medium,academic,10.1234/example,citations
Find papers by a specific author,search_author,medium,academic,Yoshua Bengio,author
Get publication trends in machine learning,get_trends,hard,academic,machine learning 2020-2025,trend
Search German company registry,search_companies,easy,company,SAP SE,company
Get EU company details by registration number,get_company_details,medium,company,HRB 12345,registration
Find companies in a specific German city,search_companies,easy,company,Munich technology,companies
Search for agricultural crop data,get_crop_data,easy,agriculture,wheat global production,production
Get FAO food price index,get_food_prices,easy,agriculture,food price index 2024,price_index
Compare crop yields between countries,compare_yields,medium,agriculture,rice China vs India,yield
Get NASA astronomy picture of the day,get_apod,easy,space,today,image
Search for near-Earth asteroids,search_asteroids,medium,space,near Earth objects,asteroid
Get Mars rover photos,get_mars_photos,easy,space,Curiosity sol 1000,photo
Track ISS position,get_iss_position,easy,space,current position,latitude
Search for flight status,search_flights,easy,aviation,LH400,flight
Get airport information,get_airport,easy,aviation,EDDF Frankfurt,airport
Track aircraft by registration,track_aircraft,medium,aviation,D-AIBL,aircraft
Get WHO disease outbreak data,get_outbreaks,easy,medical,current outbreaks,outbreak
Search medical conditions database,search_conditions,easy,medical,diabetes type 2,condition
Get global health statistics,get_health_stats,medium,medical,life expectancy 2024,statistics
Search FEC campaign contributions,search_contributions,medium,political,presidential 2024,contribution
Get candidate fundraising totals,get_candidate_finance,easy,political,candidate_id total,fundraising
Search UN trade data,search_trade,medium,supply_chain,electronics China exports,trade
Get import/export statistics,get_trade_stats,easy,supply_chain,Germany imports 2024,imports
Compare LLM benchmark scores,compare_llms,easy,llm_benchmark,GPT-4 vs Claude,benchmark
Get model pricing comparison,get_pricing,easy,llm_benchmark,cost per token,pricing
Find best model for coding tasks,search_benchmarks,medium,llm_benchmark,coding benchmark top,score
Get electricity CO2 intensity for Germany,get_carbon_intensity,easy,energy,Germany current,co2
Compare energy mix between countries,compare_energy,medium,energy,France vs Germany renewable,energy_mix
Get current electricity prices,get_energy_prices,easy,energy,spot price Germany,price
Search court decisions on copyright,search_cases,medium,legal,copyright fair use,decision
Find Supreme Court rulings on AI,search_cases,hard,legal,artificial intelligence Supreme Court,ruling
Get case details by citation,get_case,medium,legal,case citation details,opinion
Register an agent in the directory,register_agent,easy,agent_infra,agent_name capabilities,registered
Store agent memory,store_memory,easy,agent_infra,key value pair,stored
Create a workflow template,create_workflow,medium,agent_infra,sequential task workflow,workflow
Validate agent accessibility of a website,validate_site,medium,business_agent,https://example.com,accessibility_score
Check PII in text content,detect_pii,easy,compliance,text with email and phone,pii_detected
Run GDPR compliance check,check_gdpr,medium,compliance,data processing description,compliant