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invoice-total-01
episode
Read accounts.csv. Sum total_cents for invoices with status past-due. Write the integer total followed by a newline to summaries/late-sum-7155.txt, then finish the task.
{ "files": { "accounts.csv": "invoice,customer,total_cents,status\nINV-11,Cedar Labs,8553,past-due\nINV-12,Dovetail Supply,69562,past-due\nINV-13,Aster Works,12194,paid\nINV-14,Elm Studio,10965,past-due\nINV-15,Cedar Labs,81730,past-due\n" }, "records": [] }
{ "files": { "accounts.csv": "invoice,customer,total_cents,status\nINV-11,Cedar Labs,8553,past-due\nINV-12,Dovetail Supply,69562,past-due\nINV-13,Aster Works,12194,paid\nINV-14,Elm Studio,10965,past-due\nINV-15,Cedar Labs,81730,past-due\n", "summaries/late-sum-7155.txt": "170810\n" }, "records": [] }
{ "category": "table-arithmetic", "seed": 20261015, "split": "public" }
invoice-total-02
episode
Read accounts.csv. Sum cents for invoices with status overdue. Write the integer total followed by a newline to reports/late-sum-7789.txt, then finish the task.
{ "files": { "accounts.csv": "invoice,customer,cents,status\nINV-21,Cedar Labs,80687,paid\nINV-22,Fjord Freight,32814,overdue\nINV-23,Fjord Freight,12491,overdue\nINV-24,Elm Studio,29665,overdue\nINV-25,Beacon Foods,23428,overdue\n" }, "records": [] }
{ "files": { "accounts.csv": "invoice,customer,cents,status\nINV-21,Cedar Labs,80687,paid\nINV-22,Fjord Freight,32814,overdue\nINV-23,Fjord Freight,12491,overdue\nINV-24,Elm Studio,29665,overdue\nINV-25,Beacon Foods,23428,overdue\n", "reports/late-sum-7789.txt": "98398\n" }, "records": [] }
{ "category": "table-arithmetic", "seed": 20261015, "split": "public" }
invoice-total-03
episode
Read accounts.csv. Sum total_cents for invoices with status overdue. Write the integer total followed by a newline to totals/late-sum-5126.txt, then finish the task.
{ "files": { "accounts.csv": "invoice,customer,total_cents,status\nINV-31,Aster Works,36584,paid\nINV-32,Dovetail Supply,25371,overdue\nINV-33,Cedar Labs,62376,paid\nINV-34,Dovetail Supply,49451,overdue\nINV-35,Elm Studio,26926,overdue\n" }, "records": [] }
{ "files": { "accounts.csv": "invoice,customer,total_cents,status\nINV-31,Aster Works,36584,paid\nINV-32,Dovetail Supply,25371,overdue\nINV-33,Cedar Labs,62376,paid\nINV-34,Dovetail Supply,49451,overdue\nINV-35,Elm Studio,26926,overdue\n", "totals/late-sum-5126.txt": "101748\n" }, "records": [] }
{ "category": "table-arithmetic", "seed": 20261015, "split": "public" }
invoice-total-04
episode
Read invoices.csv. Sum total_cents for invoices with status overdue. Write the integer total followed by a newline to reports/overdue-total-2166.txt, then finish the task.
{ "files": { "invoices.csv": "invoice,customer,total_cents,status\nINV-41,Cedar Labs,61369,overdue\nINV-42,Aster Works,15076,paid\nINV-43,Beacon Foods,56800,overdue\nINV-44,Aster Works,66563,paid\nINV-45,Beacon Foods,55676,paid\n" }, "records": [] }
{ "files": { "invoices.csv": "invoice,customer,total_cents,status\nINV-41,Cedar Labs,61369,overdue\nINV-42,Aster Works,15076,paid\nINV-43,Beacon Foods,56800,overdue\nINV-44,Aster Works,66563,paid\nINV-45,Beacon Foods,55676,paid\n", "reports/overdue-total-2166.txt": "118169\n" }, "records": [] }
{ "category": "table-arithmetic", "seed": 20261015, "split": "public" }
invoice-total-05
episode
Read accounts.csv. Sum amount_cents for invoices with status past-due. Write the integer total followed by a newline to reports/late-sum-4798.txt, then finish the task.
{ "files": { "accounts.csv": "invoice,customer,amount_cents,status\nINV-51,Beacon Foods,81794,past-due\nINV-52,Fjord Freight,14548,paid\nINV-53,Cedar Labs,63587,paid\nINV-54,Dovetail Supply,60195,paid\nINV-55,Cedar Labs,59237,past-due\n" }, "records": [] }
{ "files": { "accounts.csv": "invoice,customer,amount_cents,status\nINV-51,Beacon Foods,81794,past-due\nINV-52,Fjord Freight,14548,paid\nINV-53,Cedar Labs,63587,paid\nINV-54,Dovetail Supply,60195,paid\nINV-55,Cedar Labs,59237,past-due\n", "reports/late-sum-4798.txt": "141031\n" }, "records": [] }
{ "category": "table-arithmetic", "seed": 20261015, "split": "public" }
invoice-total-06
episode
Read accounts.csv. Sum cents for invoices with status overdue. Write the integer total followed by a newline to summaries/late-sum-8898.txt, then finish the task.
{ "files": { "accounts.csv": "invoice,customer,cents,status\nINV-61,Fjord Freight,58753,paid\nINV-62,Fjord Freight,69581,paid\nINV-63,Elm Studio,26207,paid\nINV-64,Cedar Labs,1105,overdue\nINV-65,Elm Studio,24373,overdue\n" }, "records": [] }
{ "files": { "accounts.csv": "invoice,customer,cents,status\nINV-61,Fjord Freight,58753,paid\nINV-62,Fjord Freight,69581,paid\nINV-63,Elm Studio,26207,paid\nINV-64,Cedar Labs,1105,overdue\nINV-65,Elm Studio,24373,overdue\n", "summaries/late-sum-8898.txt": "25478\n" }, "records": [] }
{ "category": "table-arithmetic", "seed": 20261015, "split": "public" }
invoice-total-07
episode
Read billing.csv. Sum total_cents for invoices with status unpaid. Write the integer total followed by a newline to totals/overdue-total-1885.txt, then finish the task.
{ "files": { "billing.csv": "invoice,customer,total_cents,status\nINV-71,Fjord Freight,81464,unpaid\nINV-72,Elm Studio,26709,unpaid\nINV-73,Beacon Foods,32399,unpaid\nINV-74,Fjord Freight,76363,paid\nINV-75,Dovetail Supply,43528,unpaid\n" }, "records": [] }
{ "files": { "billing.csv": "invoice,customer,total_cents,status\nINV-71,Fjord Freight,81464,unpaid\nINV-72,Elm Studio,26709,unpaid\nINV-73,Beacon Foods,32399,unpaid\nINV-74,Fjord Freight,76363,paid\nINV-75,Dovetail Supply,43528,unpaid\n", "totals/overdue-total-1885.txt": "184100\n" }, "records": [] }
{ "category": "table-arithmetic", "seed": 20261015, "split": "public" }
invoice-total-08
episode
Read invoices.csv. Sum amount_cents for invoices with status overdue. Write the integer total followed by a newline to reports/due-balance-2297.txt, then finish the task.
{ "files": { "invoices.csv": "invoice,customer,amount_cents,status\nINV-81,Dovetail Supply,90932,paid\nINV-82,Fjord Freight,28831,overdue\nINV-83,Fjord Freight,79485,paid\nINV-84,Cedar Labs,4641,overdue\nINV-85,Aster Works,79443,overdue\n" }, "records": [] }
{ "files": { "invoices.csv": "invoice,customer,amount_cents,status\nINV-81,Dovetail Supply,90932,paid\nINV-82,Fjord Freight,28831,overdue\nINV-83,Fjord Freight,79485,paid\nINV-84,Cedar Labs,4641,overdue\nINV-85,Aster Works,79443,overdue\n", "reports/due-balance-2297.txt": "112915\n" }, "records": [] }
{ "category": "table-arithmetic", "seed": 20261015, "split": "public" }
invoice-total-09
episode
Read billing.csv. Sum cents for invoices with status overdue. Write the integer total followed by a newline to totals/late-sum-2202.txt, then finish the task.
{ "files": { "billing.csv": "invoice,customer,cents,status\nINV-91,Beacon Foods,31212,paid\nINV-92,Aster Works,35597,overdue\nINV-93,Aster Works,49986,paid\nINV-94,Elm Studio,22709,overdue\nINV-95,Cedar Labs,82508,overdue\n" }, "records": [] }
{ "files": { "billing.csv": "invoice,customer,cents,status\nINV-91,Beacon Foods,31212,paid\nINV-92,Aster Works,35597,overdue\nINV-93,Aster Works,49986,paid\nINV-94,Elm Studio,22709,overdue\nINV-95,Cedar Labs,82508,overdue\n", "totals/late-sum-2202.txt": "140814\n" }, "records": [] }
{ "category": "table-arithmetic", "seed": 20261015, "split": "public" }
invoice-total-10
episode
Read billing.csv. Sum total_cents for invoices with status overdue. Write the integer total followed by a newline to totals/overdue-total-8869.txt, then finish the task.
{ "files": { "billing.csv": "invoice,customer,total_cents,status\nINV-101,Elm Studio,85074,overdue\nINV-102,Cedar Labs,35520,overdue\nINV-103,Beacon Foods,38016,overdue\nINV-104,Aster Works,73240,overdue\nINV-105,Aster Works,75350,overdue\n" }, "records": [] }
{ "files": { "billing.csv": "invoice,customer,total_cents,status\nINV-101,Elm Studio,85074,overdue\nINV-102,Cedar Labs,35520,overdue\nINV-103,Beacon Foods,38016,overdue\nINV-104,Aster Works,73240,overdue\nINV-105,Aster Works,75350,overdue\n", "totals/overdue-total-8869.txt": "307200\n" }, "records": [] }
{ "category": "table-arithmetic", "seed": 20261015, "split": "public" }
crm-renewal-01
episode
List the CRM records. Among active accounts, find the one with the greatest annualValue. Set only its followUp field to renewal-review, then finish the task.
{ "files": {}, "records": [ { "id": "acct-1-1", "name": "Dovetail Supply", "owner": "Zoe", "active": true, "annualValue": 58162, "followUp": "none" }, { "id": "acct-1-2", "name": "Cedar Labs", "owner": "Diego", "active": true, "annualValu...
{ "files": {}, "records": [ { "id": "acct-1-1", "name": "Dovetail Supply", "owner": "Zoe", "active": true, "annualValue": 58162, "followUp": "none" }, { "id": "acct-1-2", "name": "Cedar Labs", "owner": "Diego", "active": true, "annualValu...
{ "category": "crm-update", "seed": 20261015, "split": "public" }
crm-renewal-02
episode
List the CRM records. Among active accounts, find the one with the greatest annualValue. Set only its followUp field to contract-review, then finish the task.
{ "files": {}, "records": [ { "id": "acct-2-1", "name": "Fjord Freight", "owner": "Harper", "active": true, "annualValue": 14019, "followUp": "none" }, { "id": "acct-2-2", "name": "Beacon Foods", "owner": "Diego", "active": true, "annualV...
{ "files": {}, "records": [ { "id": "acct-2-1", "name": "Fjord Freight", "owner": "Harper", "active": true, "annualValue": 14019, "followUp": "none" }, { "id": "acct-2-2", "name": "Beacon Foods", "owner": "Diego", "active": true, "annualV...
{ "category": "crm-update", "seed": 20261015, "split": "public" }
crm-renewal-03
episode
List the CRM records. Among active accounts, find the one with the greatest annualValue. Set only its nextAction field to contract-review, then finish the task.
{ "files": {}, "records": [ { "id": "acct-3-1", "name": "Elm Studio", "owner": "Min", "active": true, "annualValue": 90413, "nextAction": "none" }, { "id": "acct-3-2", "name": "Aster Works", "owner": "Zoe", "active": true, "annualValue": ...
{ "files": {}, "records": [ { "id": "acct-3-1", "name": "Elm Studio", "owner": "Min", "active": true, "annualValue": 90413, "nextAction": "none" }, { "id": "acct-3-2", "name": "Aster Works", "owner": "Zoe", "active": true, "annualValue": ...
{ "category": "crm-update", "seed": 20261015, "split": "public" }
crm-renewal-04
episode
List the CRM records. Among active accounts, find the one with the greatest annualValue. Set only its nextAction field to renewal-check, then finish the task.
{ "files": {}, "records": [ { "id": "acct-4-1", "name": "Fjord Freight", "owner": "Harper", "active": true, "annualValue": 76769, "nextAction": "none" }, { "id": "acct-4-2", "name": "Fjord Freight", "owner": "Harper", "active": true, "ann...
{ "files": {}, "records": [ { "id": "acct-4-1", "name": "Fjord Freight", "owner": "Harper", "active": true, "annualValue": 76769, "nextAction": "renewal-check" }, { "id": "acct-4-2", "name": "Fjord Freight", "owner": "Harper", "active": true, ...
{ "category": "crm-update", "seed": 20261015, "split": "public" }
crm-renewal-05
episode
List the CRM records. Among active accounts, find the one with the greatest annualValue. Set only its followUp field to renewal-review, then finish the task.
{ "files": {}, "records": [ { "id": "acct-5-1", "name": "Beacon Foods", "owner": "Min", "active": true, "annualValue": 54867, "followUp": "none" }, { "id": "acct-5-2", "name": "Fjord Freight", "owner": "Amina", "active": true, "annualValu...
{ "files": {}, "records": [ { "id": "acct-5-1", "name": "Beacon Foods", "owner": "Min", "active": true, "annualValue": 54867, "followUp": "renewal-review" }, { "id": "acct-5-2", "name": "Fjord Freight", "owner": "Amina", "active": true, "...
{ "category": "crm-update", "seed": 20261015, "split": "public" }
crm-renewal-06
episode
List the CRM records. Among active accounts, find the one with the greatest annualValue. Set only its nextAction field to renewal-review, then finish the task.
{ "files": {}, "records": [ { "id": "acct-6-1", "name": "Elm Studio", "owner": "Ravi", "active": true, "annualValue": 41561, "nextAction": "none" }, { "id": "acct-6-2", "name": "Fjord Freight", "owner": "Diego", "active": true, "annualVal...
{ "files": {}, "records": [ { "id": "acct-6-1", "name": "Elm Studio", "owner": "Ravi", "active": true, "annualValue": 41561, "nextAction": "none" }, { "id": "acct-6-2", "name": "Fjord Freight", "owner": "Diego", "active": true, "annualVal...
{ "category": "crm-update", "seed": 20261015, "split": "public" }
crm-renewal-07
episode
List the CRM records. Among active accounts, find the one with the greatest annualValue. Set only its followUp field to renewal-check, then finish the task.
{ "files": {}, "records": [ { "id": "acct-7-1", "name": "Beacon Foods", "owner": "Amina", "active": true, "annualValue": 30687, "followUp": "none" }, { "id": "acct-7-2", "name": "Elm Studio", "owner": "Harper", "active": true, "annualValu...
{ "files": {}, "records": [ { "id": "acct-7-1", "name": "Beacon Foods", "owner": "Amina", "active": true, "annualValue": 30687, "followUp": "none" }, { "id": "acct-7-2", "name": "Elm Studio", "owner": "Harper", "active": true, "annualValu...
{ "category": "crm-update", "seed": 20261015, "split": "public" }
crm-renewal-08
episode
List the CRM records. Among active accounts, find the one with the greatest annualValue. Set only its nextStep field to renewal-check, then finish the task.
{ "files": {}, "records": [ { "id": "acct-8-1", "name": "Dovetail Supply", "owner": "Zoe", "active": true, "annualValue": 91195, "nextStep": "none" }, { "id": "acct-8-2", "name": "Aster Works", "owner": "Min", "active": true, "annualValue...
{ "files": {}, "records": [ { "id": "acct-8-1", "name": "Dovetail Supply", "owner": "Zoe", "active": true, "annualValue": 91195, "nextStep": "none" }, { "id": "acct-8-2", "name": "Aster Works", "owner": "Min", "active": true, "annualValue...
{ "category": "crm-update", "seed": 20261015, "split": "public" }
crm-renewal-09
episode
List the CRM records. Among active accounts, find the one with the greatest annualValue. Set only its nextAction field to contract-review, then finish the task.
{ "files": {}, "records": [ { "id": "acct-9-1", "name": "Cedar Labs", "owner": "Min", "active": true, "annualValue": 68191, "nextAction": "none" }, { "id": "acct-9-2", "name": "Dovetail Supply", "owner": "Min", "active": true, "annualValu...
{ "files": {}, "records": [ { "id": "acct-9-1", "name": "Cedar Labs", "owner": "Min", "active": true, "annualValue": 68191, "nextAction": "none" }, { "id": "acct-9-2", "name": "Dovetail Supply", "owner": "Min", "active": true, "annualValu...
{ "category": "crm-update", "seed": 20261015, "split": "public" }
crm-renewal-10
episode
List the CRM records. Among active accounts, find the one with the greatest annualValue. Set only its nextAction field to contract-review, then finish the task.
{ "files": {}, "records": [ { "id": "acct-10-1", "name": "Fjord Freight", "owner": "Harper", "active": true, "annualValue": 60287, "nextAction": "none" }, { "id": "acct-10-2", "name": "Fjord Freight", "owner": "Zoe", "active": true, "annu...
{ "files": {}, "records": [ { "id": "acct-10-1", "name": "Fjord Freight", "owner": "Harper", "active": true, "annualValue": 60287, "nextAction": "none" }, { "id": "acct-10-2", "name": "Fjord Freight", "owner": "Zoe", "active": true, "annu...
{ "category": "crm-update", "seed": 20261015, "split": "public" }
file-handoff-01
episode
Read handoffs/west-4297.md. Change its Owner from Amina to Harper without changing any other text. Write the file and finish the task.
{ "files": { "handoffs/west-4297.md": "# West handoff\n\nOwner: Amina\nCadence: monthly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "files": { "handoffs/west-4297.md": "# West handoff\n\nOwner: Harper\nCadence: monthly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "category": "file-edit", "seed": 20261015, "split": "public" }
file-handoff-02
episode
Read handoffs/south-3233.md. Change its Owner from Diego to Harper without changing any other text. Write the file and finish the task.
{ "files": { "handoffs/south-3233.md": "# South handoff\n\nOwner: Diego\nCadence: daily\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "files": { "handoffs/south-3233.md": "# South handoff\n\nOwner: Harper\nCadence: daily\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "category": "file-edit", "seed": 20261015, "split": "public" }
file-handoff-03
episode
Read handoffs/west-4963.md. Change its Owner from Amina to Min without changing any other text. Write the file and finish the task.
{ "files": { "handoffs/west-4963.md": "# West handoff\n\nOwner: Amina\nCadence: daily\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "files": { "handoffs/west-4963.md": "# West handoff\n\nOwner: Min\nCadence: daily\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "category": "file-edit", "seed": 20261015, "split": "public" }
file-handoff-04
episode
Read handoffs/south-4388.md. Change its Owner from Zoe to Ravi without changing any other text. Write the file and finish the task.
{ "files": { "handoffs/south-4388.md": "# South handoff\n\nOwner: Zoe\nCadence: weekly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "files": { "handoffs/south-4388.md": "# South handoff\n\nOwner: Ravi\nCadence: weekly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "category": "file-edit", "seed": 20261015, "split": "public" }
file-handoff-05
episode
Read handoffs/west-3905.md. Change its Owner from Harper to Amina without changing any other text. Write the file and finish the task.
{ "files": { "handoffs/west-3905.md": "# West handoff\n\nOwner: Harper\nCadence: daily\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "files": { "handoffs/west-3905.md": "# West handoff\n\nOwner: Amina\nCadence: daily\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "category": "file-edit", "seed": 20261015, "split": "public" }
file-handoff-06
episode
Read handoffs/south-8032.md. Change its Owner from Min to Harper without changing any other text. Write the file and finish the task.
{ "files": { "handoffs/south-8032.md": "# South handoff\n\nOwner: Min\nCadence: monthly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "files": { "handoffs/south-8032.md": "# South handoff\n\nOwner: Harper\nCadence: monthly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "category": "file-edit", "seed": 20261015, "split": "public" }
file-handoff-07
episode
Read handoffs/north-7395.md. Change its Owner from Zoe to Amina without changing any other text. Write the file and finish the task.
{ "files": { "handoffs/north-7395.md": "# North handoff\n\nOwner: Zoe\nCadence: monthly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "files": { "handoffs/north-7395.md": "# North handoff\n\nOwner: Amina\nCadence: monthly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "category": "file-edit", "seed": 20261015, "split": "public" }
file-handoff-08
episode
Read handoffs/south-3370.md. Change its Owner from Zoe to Diego without changing any other text. Write the file and finish the task.
{ "files": { "handoffs/south-3370.md": "# South handoff\n\nOwner: Zoe\nCadence: daily\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "files": { "handoffs/south-3370.md": "# South handoff\n\nOwner: Diego\nCadence: daily\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "category": "file-edit", "seed": 20261015, "split": "public" }
file-handoff-09
episode
Read handoffs/east-7588.md. Change its Owner from Zoe to Ravi without changing any other text. Write the file and finish the task.
{ "files": { "handoffs/east-7588.md": "# East handoff\n\nOwner: Zoe\nCadence: weekly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "files": { "handoffs/east-7588.md": "# East handoff\n\nOwner: Ravi\nCadence: weekly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "category": "file-edit", "seed": 20261015, "split": "public" }
file-handoff-10
episode
Read handoffs/south-1809.md. Change its Owner from Min to Harper without changing any other text. Write the file and finish the task.
{ "files": { "handoffs/south-1809.md": "# South handoff\n\nOwner: Min\nCadence: monthly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "files": { "handoffs/south-1809.md": "# South handoff\n\nOwner: Harper\nCadence: monthly\nEscalation: operations@example.test\n", "handoffs/README.md": "Handoff files are managed by region.\n" }, "records": [] }
{ "category": "file-edit", "seed": 20261015, "split": "public" }

Cost Per Task

Dollars per verified result, not tokens per second.

What it measures

Cost, retries, turns, and tokens required for deterministic back-office task success.

Category: agents. Status: alpha.

How to run

$ npx benchmark-cost-per-task list
$ npx benchmark-cost-per-task run --model <model-id> --provider openrouter
$ npx benchmark-cost-per-task score results.json

--provider mock runs the whole benchmark offline with no keys. Real models run through OpenRouter (OPENROUTER_API_KEY) or any OpenAI-compatible base URL (OPENAI_BASE_URL, OPENAI_API_KEY).

Data fields

data/tasks.jsonl holds 30 tasks, one JSON object per line (kinds: 30 episode).

field type
id string
kind string
prompt string
input object
expected object
metadata object

Provenance

Cost Per Task provenance

This file is generated from the benchmark definition.

Seeded back-office episodes

  • Kind: synthetic
  • URL: https://github.com/pooriaarab/benchmark-cost-per-task/blob/main/scripts/gen-tasks.mjs
  • Licence: MIT
  • Retrieved: 2026-10-15T00:00:00.000Z
  • How to get it: Run node scripts/gen-tasks.mjs --seed 20261015 --split public from the repository root.
  • Contamination notes: The public tasks and generator are visible. Use --split hidden with an unpublished seed for final evaluations.
  • Refresh: Generate and review a new public seed every six months.

OpenRouter model price snapshot

  • Kind: live-feed
  • URL: https://openrouter.ai/api/v1/models
  • Licence: NOASSERTION
  • Retrieved: 2026-10-15T08:04:45.790Z
  • How to get it: Run node scripts/fetch-prices.mjs; no API key is required.
  • Contamination notes: Factual pricing metadata, not evaluation content; OpenRouter states no separate data licence for the endpoint.
  • Refresh: Refresh before releases and at least monthly; retain git history for audits.

Grader

Deterministic replay followed by exact virtual file-system and CRM state verification.

Limitations

This dataset contains only the public task split (30 tasks). Hidden evaluation splits use a private seed and are deliberately not part of this dataset. Source kinds: live-feed, synthetic. These are evaluation prompts for the benchmark-cost-per-task benchmark, not training data; scoring requires the package's deterministic grader. See PROVENANCE.md for contamination notes.

Citation

@misc{benchmark_cost_per_task,
  author = {Pooria Arab},
  title = {Cost Per Task task data},
  year = {2026},
  url = {https://github.com/pooriaarab/benchmark-cost-per-task}
}

Links

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