| {"benchmark_name": "FilingBench-50", "benchmark_slug": "filingbench-50", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Financial research", "generator_difficulty_label": "hard", "instruction": "Finalise the Solstice base-case DCF (model_id 9201, company 9001). Total the free_cash_flow across every financial period belonging to company 9001 — other companies' periods do not count. Set model 9201's enterprise_value to that total and its status to 'final', mark its WACC assumption (assumption_id 9301) as status 'verified', and file the review: create a review note on model 9201 from reviewer 'Head of Research' with status 'open' and a body containing the summed cash flow.", "reference_passed": true, "reference_steps": 4, "required_tools": ["search_financial_periods", "update_dcf_model", "update_dcf_assumption", "create_review_note"], "seeded_random_passed": false, "source_dataset_id": "vals/financeagent", "source_dataset_url": "https://hub.harborframework.com/datasets/vals/financeagent", "split": "train", "task_id": "fa_finalize_solstice_dcf", "verifier_basis": "vcode", "world_digest": "cd3085c1e21b8793bd4ba01fe48bd2a711e793f8233d931b4944fa1bafadaf41", "world_id": "env_blobfish_benchmarks_filingbench_financia_599d3443", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/filingbench-50"} | |
| {"benchmark_name": "FilingBench-50", "benchmark_slug": "filingbench-50", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Financial research", "generator_difficulty_label": "medium", "instruction": "Model governance: a DCF may not carry status 'final' with a discount_rate of 0 — there is nothing to discount by. Find that model and set its status back to 'draft'. Models that are already draft are left alone.", "reference_passed": true, "reference_steps": 2, "required_tools": ["search_dcf_models", "update_dcf_model"], "seeded_random_passed": false, "source_dataset_id": "vals/financeagent", "source_dataset_url": "https://hub.harborframework.com/datasets/vals/financeagent", "split": "train", "task_id": "fa_revert_model_without_discount_rate", "verifier_basis": "vcode", "world_digest": "cd3085c1e21b8793bd4ba01fe48bd2a711e793f8233d931b4944fa1bafadaf41", "world_id": "env_blobfish_benchmarks_filingbench_financia_599d3443", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/filingbench-50"} | |
| {"benchmark_name": "FilingBench-50", "benchmark_slug": "filingbench-50", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Financial research", "generator_difficulty_label": "easy", "instruction": "The same issuer appears twice under two listings. How many companies are named exactly 'Solstice Energy'? Answer with the number.", "reference_passed": true, "reference_steps": 1, "required_tools": ["count_fa_companies"], "seeded_random_passed": false, "source_dataset_id": "vals/financeagent", "source_dataset_url": "https://hub.harborframework.com/datasets/vals/financeagent", "split": "train", "task_id": "fa_duplicate_company_listing", "verifier_basis": "answer_match (vcode does not discriminate)", "world_digest": "cd3085c1e21b8793bd4ba01fe48bd2a711e793f8233d931b4944fa1bafadaf41", "world_id": "env_blobfish_benchmarks_filingbench_financia_599d3443", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/filingbench-50"} | |
| {"benchmark_name": "FilingBench-50", "benchmark_slug": "filingbench-50", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Financial research", "generator_difficulty_label": "medium", "instruction": "Model 9202 carries the 'Terminal growth' assumption twice (assumption_id 9311 and 9312). Delete the duplicate 9312 and keep 9311.", "reference_passed": true, "reference_steps": 2, "required_tools": ["search_dcf_assumptions", "delete_dcf_assumption"], "seeded_random_passed": false, "source_dataset_id": "vals/financeagent", "source_dataset_url": "https://hub.harborframework.com/datasets/vals/financeagent", "split": "heldout", "task_id": "fa_dedupe_dcf_assumption", "verifier_basis": "vcode", "world_digest": "cd3085c1e21b8793bd4ba01fe48bd2a711e793f8233d931b4944fa1bafadaf41", "world_id": "env_blobfish_benchmarks_filingbench_financia_599d3443", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/filingbench-50"} | |
| {"benchmark_name": "ServiceBench-375", "benchmark_slug": "servicebench-375", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Customer operations", "generator_difficulty_label": "hard", "instruction": "It is now minute 180. Ticket 9201 belongs to an enterprise-plan customer and still has no first response. Look up the first_response_minutes of the SLA policy for that customer's plan and work out how many minutes past the SLA deadline the response now is (deadline = opened_minute + first_response_minutes). Then set ticket 9201's priority to 'urgent' and status to 'escalated', create an escalation on ticket 9201 with reason 'sla_first_response_breach', tier 'tier2' and status 'open', and post a holding reply: a ticket message on 9201 from author 'agent' at sent_minute 180 whose body states the overdue amount as 'N minutes'.", "reference_passed": true, "reference_steps": 4, "required_tools": ["search_sla_policies", "update_ticket", "create_escalation", "create_ticket_message"], "seeded_random_passed": false, "source_dataset_id": "sierra-research/tau3-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/sierra-research/tau3-bench", "split": "train", "task_id": "cs_escalate_sla_breach", "verifier_basis": "vcode", "world_digest": "ab0d887316ac287e98532ff96cd1ec24f979922a054a8e02b58e4d2e75f37260", "world_id": "env_blobfish_benchmarks_servicebench_custome_79e1b30f", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/servicebench-375"} | |
| {"benchmark_name": "ServiceBench-375", "benchmark_slug": "servicebench-375", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Customer operations", "generator_difficulty_label": "medium", "instruction": "Tidy the queue: any ticket that already has a resolved_minute recorded must not still be sitting in status 'open' — set it to 'resolved'. Tickets without a resolved_minute stay open.", "reference_passed": true, "reference_steps": 2, "required_tools": ["search_tickets", "update_ticket"], "seeded_random_passed": false, "source_dataset_id": "sierra-research/tau3-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/sierra-research/tau3-bench", "split": "train", "task_id": "cs_close_resolved_tickets", "verifier_basis": "vcode", "world_digest": "ab0d887316ac287e98532ff96cd1ec24f979922a054a8e02b58e4d2e75f37260", "world_id": "env_blobfish_benchmarks_servicebench_custome_79e1b30f", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/servicebench-375"} | |
| {"benchmark_name": "ServiceBench-375", "benchmark_slug": "servicebench-375", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Customer operations", "generator_difficulty_label": "easy", "instruction": "Two subsidiaries were onboarded under one trading name, so routing is ambiguous. How many support customers are named exactly 'Bluepeak Robotics'? Answer with the number.", "reference_passed": true, "reference_steps": 1, "required_tools": ["count_support_customers"], "seeded_random_passed": false, "source_dataset_id": "sierra-research/tau3-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/sierra-research/tau3-bench", "split": "train", "task_id": "cs_duplicate_customer_name", "verifier_basis": "answer_match (vcode does not discriminate)", "world_digest": "ab0d887316ac287e98532ff96cd1ec24f979922a054a8e02b58e4d2e75f37260", "world_id": "env_blobfish_benchmarks_servicebench_custome_79e1b30f", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/servicebench-375"} | |
| {"benchmark_name": "ServiceBench-375", "benchmark_slug": "servicebench-375", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Customer operations", "generator_difficulty_label": "medium", "instruction": "Two knowledge-base articles cover the same fix under the identical title 'Recovering an offline fleet controller' (article_id 9501 is published, 9502 is a duplicate draft). Delete the duplicate draft 9502 and keep the published article 9501.", "reference_passed": true, "reference_steps": 2, "required_tools": ["search_kb_articles", "delete_kb_article"], "seeded_random_passed": false, "source_dataset_id": "sierra-research/tau3-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/sierra-research/tau3-bench", "split": "heldout", "task_id": "cs_dedupe_kb_article", "verifier_basis": "vcode", "world_digest": "ab0d887316ac287e98532ff96cd1ec24f979922a054a8e02b58e4d2e75f37260", "world_id": "env_blobfish_benchmarks_servicebench_custome_79e1b30f", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/servicebench-375"} | |
| {"benchmark_name": "DiscoveryBench-102", "benchmark_slug": "discoverybench-102", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Scientific discovery", "generator_difficulty_label": "hard", "instruction": "Call the potency of assay run 9301. Compute the mean ic50_nm across its replicates that PASSED QC (qc_flag 'pass') — replicates flagged 'fail' are excluded. A mean below 100 nM makes the compound a hit, so: set compound 9101's status to 'hit' and record the mean in its screening_note, set assay run 9301's status to 'complete', and queue confirmation by creating an assay run on assay 9201 for compound 9101 with run_on '2026-08-01', plate_label 'CONF-001' and status 'pending'.", "reference_passed": true, "reference_steps": 4, "required_tools": ["search_assay_results", "update_compound", "update_assay_run", "create_assay_run"], "seeded_random_passed": false, "source_dataset_id": "scienceagentbench/scienceagentbench", "source_dataset_url": "https://hub.harborframework.com/datasets/scienceagentbench/scienceagentbench", "split": "train", "task_id": "bio_promote_hit_compound", "verifier_basis": "vcode", "world_digest": "475b17df4a7efe8265400a4d47889288764829150a4dc63e9b1188a06948cd29", "world_id": "env_blobfish_benchmarks_discoverybench_scien_f7e1dbce", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/discoverybench-102"} | |
| {"benchmark_name": "DiscoveryBench-102", "benchmark_slug": "discoverybench-102", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Scientific discovery", "generator_difficulty_label": "medium", "instruction": "Quality control: an assay run where EVERY replicate carries qc_flag 'fail' produced no usable data and must be set to status 'invalid'. Runs with at least one passing replicate are left alone.", "reference_passed": true, "reference_steps": 2, "required_tools": ["search_assay_results", "update_assay_run"], "seeded_random_passed": false, "source_dataset_id": "scienceagentbench/scienceagentbench", "source_dataset_url": "https://hub.harborframework.com/datasets/scienceagentbench/scienceagentbench", "split": "train", "task_id": "bio_invalidate_failed_run", "verifier_basis": "vcode", "world_digest": "475b17df4a7efe8265400a4d47889288764829150a4dc63e9b1188a06948cd29", "world_id": "env_blobfish_benchmarks_discoverybench_scien_f7e1dbce", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/discoverybench-102"} | |
| {"benchmark_name": "DiscoveryBench-102", "benchmark_slug": "discoverybench-102", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Scientific discovery", "generator_difficulty_label": "easy", "instruction": "Two structurally distinct compounds were filed under the same common name. How many compounds are named exactly 'Velatinib'? Answer with the number.", "reference_passed": true, "reference_steps": 1, "required_tools": ["count_compounds"], "seeded_random_passed": false, "source_dataset_id": "scienceagentbench/scienceagentbench", "source_dataset_url": "https://hub.harborframework.com/datasets/scienceagentbench/scienceagentbench", "split": "train", "task_id": "bio_duplicate_compound_name", "verifier_basis": "answer_match (vcode does not discriminate)", "world_digest": "475b17df4a7efe8265400a4d47889288764829150a4dc63e9b1188a06948cd29", "world_id": "env_blobfish_benchmarks_discoverybench_scien_f7e1dbce", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/discoverybench-102"} | |
| {"benchmark_name": "DiscoveryBench-102", "benchmark_slug": "discoverybench-102", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Scientific discovery", "generator_difficulty_label": "medium", "instruction": "Run 9302 has replicate 1 recorded twice (result_id 9411 and 9412) because the plate reader exported twice. Delete the duplicate 9412 and keep 9411.", "reference_passed": true, "reference_steps": 2, "required_tools": ["search_assay_results", "delete_assay_result"], "seeded_random_passed": false, "source_dataset_id": "scienceagentbench/scienceagentbench", "source_dataset_url": "https://hub.harborframework.com/datasets/scienceagentbench/scienceagentbench", "split": "heldout", "task_id": "bio_dedupe_assay_result", "verifier_basis": "vcode", "world_digest": "475b17df4a7efe8265400a4d47889288764829150a4dc63e9b1188a06948cd29", "world_id": "env_blobfish_benchmarks_discoverybench_scien_f7e1dbce", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/discoverybench-102"} | |
| {"benchmark_name": "DefenseBench-100", "benchmark_slug": "defensebench-100", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Defensive security", "generator_difficulty_label": "hard", "instruction": "Document 9201 ('FY27 Budget Model') is confidential and may only be readable by the Finance team. Review its access grants: revoke every still-active grant held by an employee who is not on the Finance team by setting that grant's status to 'revoked', leave Finance grants and already-revoked grants alone, do not touch grants on other documents, and finally set document 9201's status to 'restricted'.", "reference_passed": true, "reference_steps": 5, "required_tools": ["search_access_grants", "search_employees", "update_access_grant", "update_indexed_document"], "seeded_random_passed": false, "source_dataset_id": "polyvorlabs/cyberdefense-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/polyvorlabs/cyberdefense-bench", "split": "train", "task_id": "es_lock_down_confidential_document", "verifier_basis": "vcode", "world_digest": "e1df820514e93081e497aa1aa2fd50423e3dbf0cd766e4850838096a1bc641f6", "world_id": "env_blobfish_benchmarks_defensebench_access__d2a0878c", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/defensebench-100"} | |
| {"benchmark_name": "DefenseBench-100", "benchmark_slug": "defensebench-100", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Defensive security", "generator_difficulty_label": "medium", "instruction": "A connector has been disconnected. Every indexed document that came from a source with connected = 0 must be set to status 'stale'; documents from connected sources stay 'indexed'.", "reference_passed": true, "reference_steps": 3, "required_tools": ["search_sources", "search_indexed_documents", "update_indexed_document"], "seeded_random_passed": false, "source_dataset_id": "polyvorlabs/cyberdefense-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/polyvorlabs/cyberdefense-bench", "split": "train", "task_id": "es_mark_disconnected_source_stale", "verifier_basis": "vcode", "world_digest": "e1df820514e93081e497aa1aa2fd50423e3dbf0cd766e4850838096a1bc641f6", "world_id": "env_blobfish_benchmarks_defensebench_access__d2a0878c", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/defensebench-100"} | |
| {"benchmark_name": "DefenseBench-100", "benchmark_slug": "defensebench-100", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Defensive security", "generator_difficulty_label": "easy", "instruction": "Two different employees share a display name, which makes people search ambiguous. How many employees are named exactly 'Rowan Ferreira'? Answer with the number.", "reference_passed": true, "reference_steps": 1, "required_tools": ["count_employees"], "seeded_random_passed": false, "source_dataset_id": "polyvorlabs/cyberdefense-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/polyvorlabs/cyberdefense-bench", "split": "train", "task_id": "es_duplicate_person_name", "verifier_basis": "answer_match (vcode does not discriminate)", "world_digest": "e1df820514e93081e497aa1aa2fd50423e3dbf0cd766e4850838096a1bc641f6", "world_id": "env_blobfish_benchmarks_defensebench_access__d2a0878c", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/defensebench-100"} | |
| {"benchmark_name": "DefenseBench-100", "benchmark_slug": "defensebench-100", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Defensive security", "generator_difficulty_label": "medium", "instruction": "A double sync indexed the same passage of document 9201 twice (chunk_id 9301 and 9302), so it is over-weighted in retrieval. Delete the duplicate chunk 9302 and keep 9301.", "reference_passed": true, "reference_steps": 2, "required_tools": ["search_document_chunks", "delete_document_chunk"], "seeded_random_passed": false, "source_dataset_id": "polyvorlabs/cyberdefense-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/polyvorlabs/cyberdefense-bench", "split": "heldout", "task_id": "es_dedupe_document_chunk", "verifier_basis": "vcode", "world_digest": "e1df820514e93081e497aa1aa2fd50423e3dbf0cd766e4850838096a1bc641f6", "world_id": "env_blobfish_benchmarks_defensebench_access__d2a0878c", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/defensebench-100"} | |
| {"benchmark_name": "OpsBench-14", "benchmark_slug": "opsbench-14", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Enterprise operations", "generator_difficulty_label": "hard", "instruction": "Change request 9301 is a high-risk change to the Vendor Onboarding process (doc_id 9101). Policy: a high-risk change cannot be approved while any step of that process has no control_ref mapped. Count the DISTINCT steps of doc 9101 with an empty control_ref — note step 9202 is a duplicate of 9201 and counts once. Because at least one step is uncontrolled: set change request 9301's status to 'rejected', set process doc 9101's status to 'needs_controls', and open the remediation by creating a compliance control named 'Step control backfill' with framework 'SOC2' and status 'untested'.", "reference_passed": true, "reference_steps": 4, "required_tools": ["search_process_steps", "update_change_request", "update_process_doc", "create_compliance_control"], "seeded_random_passed": false, "source_dataset_id": "Enterprise-Bench/l1-l2-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/Enterprise-Bench/l1-l2-bench", "split": "heldout", "task_id": "ops_reject_uncontrolled_change", "verifier_basis": "vcode", "world_digest": "39937737e9b493a2e1a4a10ba85780b15de76a222cf180538e40969cb6e3f1a8", "world_id": "env_blobfish_benchmarks_opsbench_enterprise__8377a7f8", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/opsbench-14"} | |
| {"benchmark_name": "OpsBench-14", "benchmark_slug": "opsbench-14", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Enterprise operations", "generator_difficulty_label": "medium", "instruction": "Today is 2026-07-20. Any active vendor whose renewal_on date has already passed must be set to status 'renewal_overdue'. Vendors whose renewal is still ahead stay 'active'.", "reference_passed": true, "reference_steps": 2, "required_tools": ["search_vendors", "update_vendor"], "seeded_random_passed": false, "source_dataset_id": "Enterprise-Bench/l1-l2-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/Enterprise-Bench/l1-l2-bench", "split": "train", "task_id": "ops_flag_overdue_vendor_renewal", "verifier_basis": "vcode", "world_digest": "39937737e9b493a2e1a4a10ba85780b15de76a222cf180538e40969cb6e3f1a8", "world_id": "env_blobfish_benchmarks_opsbench_enterprise__8377a7f8", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/opsbench-14"} | |
| {"benchmark_name": "OpsBench-14", "benchmark_slug": "opsbench-14", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Enterprise operations", "generator_difficulty_label": "easy", "instruction": "Two legal entities are registered under one trading name, so spend is split. How many vendors are named exactly 'Cascade Facilities Ltd'? Answer with the number.", "reference_passed": true, "reference_steps": 1, "required_tools": ["count_vendors"], "seeded_random_passed": false, "source_dataset_id": "Enterprise-Bench/l1-l2-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/Enterprise-Bench/l1-l2-bench", "split": "heldout", "task_id": "ops_duplicate_vendor_name", "verifier_basis": "answer_match (vcode does not discriminate)", "world_digest": "39937737e9b493a2e1a4a10ba85780b15de76a222cf180538e40969cb6e3f1a8", "world_id": "env_blobfish_benchmarks_opsbench_enterprise__8377a7f8", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/opsbench-14"} | |
| {"benchmark_name": "OpsBench-14", "benchmark_slug": "opsbench-14", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Enterprise operations", "generator_difficulty_label": "medium", "instruction": "A bad merge left step 1 of the Vendor Onboarding process recorded twice (step_id 9201 and 9202). Delete the duplicate 9202 and keep 9201.", "reference_passed": true, "reference_steps": 2, "required_tools": ["search_process_steps", "delete_process_step"], "seeded_random_passed": false, "source_dataset_id": "Enterprise-Bench/l1-l2-bench", "source_dataset_url": "https://hub.harborframework.com/datasets/Enterprise-Bench/l1-l2-bench", "split": "train", "task_id": "ops_dedupe_process_step", "verifier_basis": "vcode", "world_digest": "39937737e9b493a2e1a4a10ba85780b15de76a222cf180538e40969cb6e3f1a8", "world_id": "env_blobfish_benchmarks_opsbench_enterprise__8377a7f8", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/opsbench-14"} | |
| {"benchmark_name": "RepoBench-500", "benchmark_slug": "repobench-500", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Software engineering", "generator_difficulty_label": "hard", "instruction": "Incident 9401 on the ingest service was mitigated at minute 175. Close it out: set incident 9401's resolved_minute to 175 and status to 'resolved', work out how long it lasted (resolved_minute minus detected_minute), then record the follow-up decision by creating an ADR on service 9001 titled 'Rate-limit the ingest queue' with status 'accepted', decided_on '2026-07-21' and a decision that states the incident duration as 'N minutes'; finally post a standup note on service 9001 by author 'Rowan Novak' for day_label 'tuesday' whose body references incident 9401.", "reference_passed": true, "reference_steps": 4, "required_tools": ["get_incident", "update_incident", "create_adr_record", "create_standup_note"], "seeded_random_passed": false, "source_dataset_id": "swe-bench/swe-bench-verified", "source_dataset_url": "https://hub.harborframework.com/datasets/swe-bench/swe-bench-verified", "split": "train", "task_id": "eng_resolve_ingest_incident", "verifier_basis": "vcode", "world_digest": "482b4cabbd31f60b18d71d5d709ae725e85c1a57f5736fdee8a40b4677546a4e", "world_id": "env_blobfish_benchmarks_repobench_software_e_0af840ee", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/repobench-500"} | |
| {"benchmark_name": "RepoBench-500", "benchmark_slug": "repobench-500", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Software engineering", "generator_difficulty_label": "medium", "instruction": "Merge policy: a pull request may not sit in status 'approved' while its checks_status is 'failing'. Find the offending PR and set its status back to 'open'. PRs whose checks pass keep their approved status.", "reference_passed": true, "reference_steps": 2, "required_tools": ["search_pull_requests", "update_pull_request"], "seeded_random_passed": false, "source_dataset_id": "swe-bench/swe-bench-verified", "source_dataset_url": "https://hub.harborframework.com/datasets/swe-bench/swe-bench-verified", "split": "train", "task_id": "eng_reopen_pr_with_red_ci", "verifier_basis": "vcode", "world_digest": "482b4cabbd31f60b18d71d5d709ae725e85c1a57f5736fdee8a40b4677546a4e", "world_id": "env_blobfish_benchmarks_repobench_software_e_0af840ee", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/repobench-500"} | |
| {"benchmark_name": "RepoBench-500", "benchmark_slug": "repobench-500", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Software engineering", "generator_difficulty_label": "easy", "instruction": "After a service split, two services own a repository with the same name. How many repositories are named exactly 'ingest-worker'? Answer with the number.", "reference_passed": true, "reference_steps": 1, "required_tools": ["count_repositories"], "seeded_random_passed": false, "source_dataset_id": "swe-bench/swe-bench-verified", "source_dataset_url": "https://hub.harborframework.com/datasets/swe-bench/swe-bench-verified", "split": "train", "task_id": "eng_duplicate_repository_name", "verifier_basis": "answer_match (vcode does not discriminate)", "world_digest": "482b4cabbd31f60b18d71d5d709ae725e85c1a57f5736fdee8a40b4677546a4e", "world_id": "env_blobfish_benchmarks_repobench_software_e_0af840ee", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/repobench-500"} | |
| {"benchmark_name": "RepoBench-500", "benchmark_slug": "repobench-500", "companion_relationship": "The source suite and Blobfish companion world share a professional domain, but the companion tasks are independent diagnostic tasks—not converted source tasks.", "difficulty_disclosure": "Generator label only; no empirical model difficulty claim is published.", "domain": "Software engineering", "generator_difficulty_label": "medium", "instruction": "A flaky bot posted Monday's standup note twice on service 9001 (note_id 9501 and 9502). Delete the duplicate 9502 and keep 9501.", "reference_passed": true, "reference_steps": 2, "required_tools": ["search_standup_notes", "delete_standup_note"], "seeded_random_passed": false, "source_dataset_id": "swe-bench/swe-bench-verified", "source_dataset_url": "https://hub.harborframework.com/datasets/swe-bench/swe-bench-verified", "split": "heldout", "task_id": "eng_dedupe_standup_note", "verifier_basis": "vcode", "world_digest": "482b4cabbd31f60b18d71d5d709ae725e85c1a57f5736fdee8a40b4677546a4e", "world_id": "env_blobfish_benchmarks_repobench_software_e_0af840ee", "world_repository_url": "https://github.com/blobfishai/blobfishai/tree/main/benchmark/worlds/repobench-500"} | |