Datasets:
prompt_id stringclasses 100
values | lang stringclasses 4
values | profession stringclasses 11
values | tools stringclasses 2
values | task stringclasses 35
values | round stringclasses 3
values | test_date stringdate 2026-10-19 00:00:00 2026-10-21 00:00:00 | model stringclasses 3
values | model_id stringclasses 5
values | judge stringclasses 2
values | runs_completed int64 3 3 | runs_graded int64 3 3 | criteria_total int64 5 5 | criteria_passed_avg float64 2 5 | run_scores stringclasses 43
values | runs_all_criteria int64 0 3 | verdict stringclasses 3
values | page stringclasses 100
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
acc-en-bank-rec-01 | en | accountants | null | accountants.reconciliation | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-bank-rec-01 |
acc-en-bank-rec-01 | en | accountants | null | accountants.reconciliation | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-bank-rec-01 |
acc-en-bank-rec-01 | en | accountants | null | accountants.reconciliation | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-bank-rec-01 |
acc-en-bank-rec-01 | en | accountants | null | accountants.reconciliation | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-bank-rec-01 |
acc-en-bank-rec-01 | en | accountants | null | accountants.reconciliation | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-bank-rec-01 |
acc-en-missing-docs-01 | en | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-missing-docs-01 |
acc-en-missing-docs-01 | en | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 4.67 | 5 4 5 | 2 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-missing-docs-01 |
acc-en-missing-docs-01 | en | accountants | null | accountants.client-letters | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-missing-docs-01 |
acc-en-missing-docs-01 | en | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-missing-docs-01 |
acc-en-missing-docs-01 | en | accountants | null | accountants.client-letters | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-missing-docs-01 |
acc-en-tax-intake-01 | en | accountants | null | accountants.tax-filing | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-tax-intake-01 |
acc-en-tax-intake-01 | en | accountants | null | accountants.tax-filing | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-tax-intake-01 |
acc-en-tax-intake-01 | en | accountants | null | accountants.tax-filing | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-tax-intake-01 |
acc-en-tax-intake-01 | en | accountants | null | accountants.tax-filing | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-tax-intake-01 |
acc-en-tax-intake-01 | en | accountants | null | accountants.tax-filing | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/accountants/prompts/#acc-en-tax-intake-01 |
acc-es-cfdi-cliente-01 | es | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 3 | 3 3 3 | 0 | partial | https://aiprofessions.ai/es/contadores/prompts/#acc-es-cfdi-cliente-01 |
acc-es-cfdi-cliente-01 | es | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 4.33 | 5 5 3 | 2 | partial | https://aiprofessions.ai/es/contadores/prompts/#acc-es-cfdi-cliente-01 |
acc-es-cfdi-cliente-01 | es | accountants | null | accountants.client-letters | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/es/contadores/prompts/#acc-es-cfdi-cliente-01 |
acc-es-cfdi-cliente-01 | es | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 3 | 3 3 3 | 0 | partial | https://aiprofessions.ai/es/contadores/prompts/#acc-es-cfdi-cliente-01 |
acc-es-cfdi-cliente-01 | es | accountants | null | accountants.client-letters | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/es/contadores/prompts/#acc-es-cfdi-cliente-01 |
acc-es-conciliacion-01 | es | accountants | null | accountants.reconciliation | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 4.67 | 4 5 5 | 2 | pass | https://aiprofessions.ai/es/contadores/prompts/#acc-es-conciliacion-01 |
acc-es-conciliacion-01 | es | accountants | null | accountants.reconciliation | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 4.33 | 4 5 4 | 1 | partial | https://aiprofessions.ai/es/contadores/prompts/#acc-es-conciliacion-01 |
acc-es-conciliacion-01 | es | accountants | null | accountants.reconciliation | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/es/contadores/prompts/#acc-es-conciliacion-01 |
acc-es-conciliacion-01 | es | accountants | null | accountants.reconciliation | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 4.67 | 5 4 5 | 2 | pass | https://aiprofessions.ai/es/contadores/prompts/#acc-es-conciliacion-01 |
acc-es-conciliacion-01 | es | accountants | null | accountants.reconciliation | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/es/contadores/prompts/#acc-es-conciliacion-01 |
acc-fr-lettre-mission-01 | fr | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/fr/experts-comptables/prompts/#acc-fr-lettre-mission-01 |
acc-fr-lettre-mission-01 | fr | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 4 | 4 4 4 | 0 | partial | https://aiprofessions.ai/fr/experts-comptables/prompts/#acc-fr-lettre-mission-01 |
acc-fr-lettre-mission-01 | fr | accountants | null | accountants.client-letters | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/fr/experts-comptables/prompts/#acc-fr-lettre-mission-01 |
acc-fr-lettre-mission-01 | fr | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/fr/experts-comptables/prompts/#acc-fr-lettre-mission-01 |
acc-fr-lettre-mission-01 | fr | accountants | null | accountants.client-letters | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/fr/experts-comptables/prompts/#acc-fr-lettre-mission-01 |
acc-fr-relance-dsn-01 | fr | accountants | null | accountants.payroll | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 4.33 | 4 4 5 | 1 | partial | https://aiprofessions.ai/fr/experts-comptables/prompts/#acc-fr-relance-dsn-01 |
acc-fr-relance-dsn-01 | fr | accountants | null | accountants.payroll | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 3.33 | 4 3 3 | 0 | partial | https://aiprofessions.ai/fr/experts-comptables/prompts/#acc-fr-relance-dsn-01 |
acc-fr-relance-dsn-01 | fr | accountants | null | accountants.payroll | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/fr/experts-comptables/prompts/#acc-fr-relance-dsn-01 |
acc-fr-relance-dsn-01 | fr | accountants | null | accountants.payroll | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 4.67 | 5 4 5 | 2 | pass | https://aiprofessions.ai/fr/experts-comptables/prompts/#acc-fr-relance-dsn-01 |
acc-fr-relance-dsn-01 | fr | accountants | null | accountants.payroll | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 4.67 | 4 5 5 | 2 | pass | https://aiprofessions.ai/fr/experts-comptables/prompts/#acc-fr-relance-dsn-01 |
acc-pt-carta-cliente-01 | pt | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 4.67 | 4 5 5 | 2 | pass | https://aiprofessions.ai/pt/contadores/prompts/#acc-pt-carta-cliente-01 |
acc-pt-carta-cliente-01 | pt | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 4 | 4 4 4 | 0 | partial | https://aiprofessions.ai/pt/contadores/prompts/#acc-pt-carta-cliente-01 |
acc-pt-carta-cliente-01 | pt | accountants | null | accountants.client-letters | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/pt/contadores/prompts/#acc-pt-carta-cliente-01 |
acc-pt-carta-cliente-01 | pt | accountants | null | accountants.client-letters | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 4 | 4 4 4 | 0 | partial | https://aiprofessions.ai/pt/contadores/prompts/#acc-pt-carta-cliente-01 |
acc-pt-carta-cliente-01 | pt | accountants | null | accountants.client-letters | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/pt/contadores/prompts/#acc-pt-carta-cliente-01 |
acc-pt-checklist-sped-01 | pt | accountants | null | accountants.payroll | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 2 | 2 2 2 | 0 | fail | https://aiprofessions.ai/pt/contadores/prompts/#acc-pt-checklist-sped-01 |
acc-pt-checklist-sped-01 | pt | accountants | null | accountants.payroll | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 3 | 3 4 2 | 0 | partial | https://aiprofessions.ai/pt/contadores/prompts/#acc-pt-checklist-sped-01 |
acc-pt-checklist-sped-01 | pt | accountants | null | accountants.payroll | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/pt/contadores/prompts/#acc-pt-checklist-sped-01 |
acc-pt-checklist-sped-01 | pt | accountants | null | accountants.payroll | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 2.67 | 3 2 3 | 0 | fail | https://aiprofessions.ai/pt/contadores/prompts/#acc-pt-checklist-sped-01 |
acc-pt-checklist-sped-01 | pt | accountants | null | accountants.payroll | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 2.67 | 3 2 3 | 0 | fail | https://aiprofessions.ai/pt/contadores/prompts/#acc-pt-checklist-sped-01 |
cm-en-daily-report-01 | en | construction-managers | null | construction-managers.site-reports | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-daily-report-01 |
cm-en-daily-report-01 | en | construction-managers | null | construction-managers.site-reports | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-daily-report-01 |
cm-en-daily-report-01 | en | construction-managers | null | construction-managers.site-reports | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-daily-report-01 |
cm-en-daily-report-01 | en | construction-managers | null | construction-managers.site-reports | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-daily-report-01 |
cm-en-daily-report-01 | en | construction-managers | null | construction-managers.site-reports | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-daily-report-01 |
cm-en-jha-01 | en | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-jha-01 |
cm-en-jha-01 | en | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-jha-01 |
cm-en-jha-01 | en | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-jha-01 |
cm-en-jha-01 | en | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-jha-01 |
cm-en-jha-01 | en | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-jha-01 |
cm-en-schedule-delay-01 | en | construction-managers | null | construction-managers.scheduling | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-schedule-delay-01 |
cm-en-schedule-delay-01 | en | construction-managers | null | construction-managers.scheduling | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-schedule-delay-01 |
cm-en-schedule-delay-01 | en | construction-managers | null | construction-managers.scheduling | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-schedule-delay-01 |
cm-en-schedule-delay-01 | en | construction-managers | null | construction-managers.scheduling | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 4.67 | 5 4 5 | 2 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-schedule-delay-01 |
cm-en-schedule-delay-01 | en | construction-managers | null | construction-managers.scheduling | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/construction-managers/prompts/#cm-en-schedule-delay-01 |
cm-es-plan-seguridad-es-01 | es | construction-managers | null | construction-managers.safety-plans | prompts-es2 | 2026-10-21 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 3.33 | 3 4 3 | 0 | partial | https://aiprofessions.ai/es/jefes-de-obra/prompts/#cm-es-plan-seguridad-es-01 |
cm-es-plan-seguridad-es-01 | es | construction-managers | null | construction-managers.safety-plans | prompts-es2 | 2026-10-21 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 4.33 | 5 5 3 | 2 | partial | https://aiprofessions.ai/es/jefes-de-obra/prompts/#cm-es-plan-seguridad-es-01 |
cm-es-plan-seguridad-es-01 | es | construction-managers | null | construction-managers.safety-plans | prompts-es2 | 2026-10-21 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/es/jefes-de-obra/prompts/#cm-es-plan-seguridad-es-01 |
cm-es-plan-seguridad-es-01 | es | construction-managers | null | construction-managers.safety-plans | prompts-es2 | 2026-10-21 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 3.33 | 4 3 3 | 0 | partial | https://aiprofessions.ai/es/jefes-de-obra/prompts/#cm-es-plan-seguridad-es-01 |
cm-es-plan-seguridad-es-01 | es | construction-managers | null | construction-managers.safety-plans | prompts-es2 | 2026-10-21 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 4 | 4 4 4 | 0 | partial | https://aiprofessions.ai/es/jefes-de-obra/prompts/#cm-es-plan-seguridad-es-01 |
cm-es-reporte-diario-mx-01 | es | construction-managers | null | construction-managers.site-reports | prompts-es2 | 2026-10-21 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 3.67 | 4 3 4 | 0 | partial | https://aiprofessions.ai/es/jefes-de-obra/prompts/#cm-es-reporte-diario-mx-01 |
cm-es-reporte-diario-mx-01 | es | construction-managers | null | construction-managers.site-reports | prompts-es2 | 2026-10-21 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 3.33 | 3 3 4 | 0 | partial | https://aiprofessions.ai/es/jefes-de-obra/prompts/#cm-es-reporte-diario-mx-01 |
cm-es-reporte-diario-mx-01 | es | construction-managers | null | construction-managers.site-reports | prompts-es2 | 2026-10-21 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 4.67 | 4 5 5 | 2 | pass | https://aiprofessions.ai/es/jefes-de-obra/prompts/#cm-es-reporte-diario-mx-01 |
cm-es-reporte-diario-mx-01 | es | construction-managers | null | construction-managers.site-reports | prompts-es2 | 2026-10-21 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 2.67 | 3 2 3 | 0 | fail | https://aiprofessions.ai/es/jefes-de-obra/prompts/#cm-es-reporte-diario-mx-01 |
cm-es-reporte-diario-mx-01 | es | construction-managers | null | construction-managers.site-reports | prompts-es2 | 2026-10-21 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 4 | 4 4 4 | 0 | partial | https://aiprofessions.ai/es/jefes-de-obra/prompts/#cm-es-reporte-diario-mx-01 |
cm-fr-planning-retard-01 | fr | construction-managers | null | construction-managers.scheduling | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 4.67 | 4 5 5 | 2 | pass | https://aiprofessions.ai/fr/conducteurs-de-travaux/prompts/#cm-fr-planning-retard-01 |
cm-fr-planning-retard-01 | fr | construction-managers | null | construction-managers.scheduling | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 4.67 | 5 4 5 | 2 | pass | https://aiprofessions.ai/fr/conducteurs-de-travaux/prompts/#cm-fr-planning-retard-01 |
cm-fr-planning-retard-01 | fr | construction-managers | null | construction-managers.scheduling | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/fr/conducteurs-de-travaux/prompts/#cm-fr-planning-retard-01 |
cm-fr-planning-retard-01 | fr | construction-managers | null | construction-managers.scheduling | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/fr/conducteurs-de-travaux/prompts/#cm-fr-planning-retard-01 |
cm-fr-planning-retard-01 | fr | construction-managers | null | construction-managers.scheduling | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 3 | 1 4 4 | 0 | partial | https://aiprofessions.ai/fr/conducteurs-de-travaux/prompts/#cm-fr-planning-retard-01 |
cm-fr-ppsps-01 | fr | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/fr/conducteurs-de-travaux/prompts/#cm-fr-ppsps-01 |
cm-fr-ppsps-01 | fr | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 3.33 | 3 3 4 | 0 | partial | https://aiprofessions.ai/fr/conducteurs-de-travaux/prompts/#cm-fr-ppsps-01 |
cm-fr-ppsps-01 | fr | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/fr/conducteurs-de-travaux/prompts/#cm-fr-ppsps-01 |
cm-fr-ppsps-01 | fr | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 4 | 5 4 3 | 1 | partial | https://aiprofessions.ai/fr/conducteurs-de-travaux/prompts/#cm-fr-ppsps-01 |
cm-fr-ppsps-01 | fr | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/fr/conducteurs-de-travaux/prompts/#cm-fr-ppsps-01 |
cm-pt-apr-01 | pt | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 3.33 | 4 4 2 | 0 | partial | https://aiprofessions.ai/pt/gestores-de-obras/prompts/#cm-pt-apr-01 |
cm-pt-apr-01 | pt | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 2.67 | 2 2 4 | 0 | fail | https://aiprofessions.ai/pt/gestores-de-obras/prompts/#cm-pt-apr-01 |
cm-pt-apr-01 | pt | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/pt/gestores-de-obras/prompts/#cm-pt-apr-01 |
cm-pt-apr-01 | pt | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 4 | 3 5 4 | 1 | partial | https://aiprofessions.ai/pt/gestores-de-obras/prompts/#cm-pt-apr-01 |
cm-pt-apr-01 | pt | construction-managers | null | construction-managers.safety-plans | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 3 | 3 3 3 | 0 | partial | https://aiprofessions.ai/pt/gestores-de-obras/prompts/#cm-pt-apr-01 |
cm-pt-diario-obra-01 | pt | construction-managers | null | construction-managers.site-reports | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 4 | 4 4 4 | 0 | partial | https://aiprofessions.ai/pt/gestores-de-obras/prompts/#cm-pt-diario-obra-01 |
cm-pt-diario-obra-01 | pt | construction-managers | null | construction-managers.site-reports | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 2.67 | 2 3 3 | 0 | fail | https://aiprofessions.ai/pt/gestores-de-obras/prompts/#cm-pt-diario-obra-01 |
cm-pt-diario-obra-01 | pt | construction-managers | null | construction-managers.site-reports | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/pt/gestores-de-obras/prompts/#cm-pt-diario-obra-01 |
cm-pt-diario-obra-01 | pt | construction-managers | null | construction-managers.site-reports | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 4.33 | 4 5 4 | 1 | partial | https://aiprofessions.ai/pt/gestores-de-obras/prompts/#cm-pt-diario-obra-01 |
cm-pt-diario-obra-01 | pt | construction-managers | null | construction-managers.site-reports | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 3.67 | 4 3 4 | 0 | partial | https://aiprofessions.ai/pt/gestores-de-obras/prompts/#cm-pt-diario-obra-01 |
eng-en-beam-check-01 | en | engineers | null | engineers.calc-verification | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/engineers/prompts/#eng-en-beam-check-01 |
eng-en-beam-check-01 | en | engineers | null | engineers.calc-verification | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 4.67 | 5 4 5 | 2 | pass | https://aiprofessions.ai/engineers/prompts/#eng-en-beam-check-01 |
eng-en-beam-check-01 | en | engineers | null | engineers.calc-verification | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/engineers/prompts/#eng-en-beam-check-01 |
eng-en-beam-check-01 | en | engineers | null | engineers.calc-verification | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/engineers/prompts/#eng-en-beam-check-01 |
eng-en-beam-check-01 | en | engineers | null | engineers.calc-verification | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/engineers/prompts/#eng-en-beam-check-01 |
eng-en-site-observation-01 | en | engineers | null | engineers.technical-reports | prompts | 2026-10-19 | claude | claude-opus-5-5 | gpt-6-astra | 3 | 3 | 5 | 4.33 | 5 4 4 | 1 | partial | https://aiprofessions.ai/engineers/prompts/#eng-en-site-observation-01 |
eng-en-site-observation-01 | en | engineers | null | engineers.technical-reports | prompts | 2026-10-19 | claude | claude-sonnet-5 | gpt-6-astra | 3 | 3 | 5 | 3 | 3 3 3 | 0 | partial | https://aiprofessions.ai/engineers/prompts/#eng-en-site-observation-01 |
eng-en-site-observation-01 | en | engineers | null | engineers.technical-reports | prompts | 2026-10-19 | chatgpt | gpt-6-astra | claude-opus-5-5 | 3 | 3 | 5 | 5 | 5 5 5 | 3 | pass | https://aiprofessions.ai/engineers/prompts/#eng-en-site-observation-01 |
eng-en-site-observation-01 | en | engineers | null | engineers.technical-reports | prompts | 2026-10-19 | claude | claude-fable-5-1 | gpt-6-astra | 3 | 3 | 5 | 3 | 3 3 3 | 0 | partial | https://aiprofessions.ai/engineers/prompts/#eng-en-site-observation-01 |
eng-en-site-observation-01 | en | engineers | null | engineers.technical-reports | prompts | 2026-10-19 | gemini | gemini-4-argon-medium | gpt-6-astra | 3 | 3 | 5 | 3.67 | 4 3 4 | 0 | partial | https://aiprofessions.ai/engineers/prompts/#eng-en-site-observation-01 |
End of preview. Expand in Data Studio
Prompt benchmark: AI on real professional tasks
Open data behind the test results published on AI Professions: 100 prompts for real tasks in ten professions plus Excel / Microsoft 365, in four languages (34 EN, 22 ES, 22 FR, 22 PT), run on 5 models × 3 runs and graded criterion by criterion: 1,500 runs, 7,500 verdicts. Every transcript is here, verbatim.
Live results and the method in plain words: AI model test results · Methodology.
How it was tested
- Rubric first. For each prompt a fictional input and 5 pass/fail criteria (one of them a SAFETY criterion: no invented figures, facts or citations) were written, and the SHA-256 of (prompt, input, rubric) was locked before any model saw the prompt. The harness refused runs with a mismatched hash.
- 3 runs per model, plain chat, no tools, no web, no memory.
- Cross-family judge. Claude and Gemini outputs were graded by
gpt-6-astra;gpt-6-astraoutputs byclaude-opus-5-5. One strict JSON verdict per criterion; an unsure judge had to fail it. - Checks on the judge. Judge-swap calibration on a seeded sample and an editor spot-check
(
transcripts/bench/calibration*.json,spotcheck*.json). The two judges differ in strictness, so compare Claude-vs-GPT scores with caution; models graded by the same judge compare directly.
| Model | Prompts | Graded runs | Judge |
|---|---|---|---|
claude-fable-5-1 |
100 | 300 | gpt-6-astra |
claude-opus-5-5 |
100 | 300 | gpt-6-astra |
claude-sonnet-5 |
100 | 300 | gpt-6-astra |
gemini-4-argon-medium |
100 | 300 | gpt-6-astra |
gpt-6-astra |
100 | 300 | claude-opus-5-5 |
What is inside
| Path | Content |
|---|---|
prompts/<id>.yaml |
Prompt, scenario, fictional sample input, profession, task, jurisdictions, link to the live page |
results/<id>.yaml |
Locked rubric + rubric_sha256, judges, calibration, per-model results (run scores, average criteria passed) |
data/results.csv |
One row per prompt × model — the quickest way in |
transcripts/ |
Every run verbatim, per-criterion verdicts, rubric locks, calibration, spot-checks, the Claude Skills rounds. See transcripts/README.md |
Prompt ids: <profession>-<lang>-<task>-NN (acc accountants, law lawyers, re real estate, hc healthcare,
ev event planners, eng engineers, ta travel agents, cm construction managers, sm sales managers,
id interior designers, xl Excel, m365 Microsoft 365).
Limits
All inputs are fictional. A pass means an output met these criteria on this input; it is not a professional sign-off, not a test of the consumer apps (ChatGPT, Claude.ai, Gemini app, Copilot) and not a guarantee for other inputs. The judges are LLMs, checked by calibration and an AI editor spot-check, not by a human review of every output.
License and citation
CC BY 4.0. Credit: AI Professions (aiprofessions.ai). Citation metadata: CITATION.cff.
AI Professions (2026). AI Professions prompt benchmark: profession prompts, hash-locked rubrics and graded LLM runs [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23577235
Mirrors: GitHub · Hugging Face · Zenodo.
Related: aiprofessions/claude-skills — 10 tested Claude Skills in 4 languages. Corrections: open an issue or write to nick@aiprofessions.ai.
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