{"by_provider":[{"all_time_calls":22494,"all_time_cost":2046.3,"all_time_tokens":0,"month_calls":173,"month_cost":8.1,"provider":"pdl"},{"all_time_calls":219197,"all_time_cost":159.0645,"all_time_tokens":598755686,"month_calls":2567,"month_cost":6.1085,"provider":"openai"},{"all_time_calls":11,"all_time_cost":0.25,"all_time_tokens":0,"month_calls":2,"month_cost":0.04,"provider":"azure_di"}],"by_provider_stage":[{"all_time_calls":17443,"all_time_cost":1732.7,"month_cost":8.1,"provider":"pdl","stage":"hcp_resolve"},{"all_time_calls":5042,"all_time_cost":313.1,"month_cost":0.0,"provider":"pdl","stage":"hcp_anneal"},{"all_time_calls":122825,"all_time_cost":123.8217,"month_cost":4.84,"provider":"openai","stage":"bio_enrich_screening"},{"all_time_calls":77429,"all_time_cost":19.3544,"month_cost":1.1816,"provider":"openai","stage":"bio_enrich_recent_roles"},{"all_time_calls":8804,"all_time_cost":6.6436,"month_cost":0.064,"provider":"openai","stage":"bio_enrich_employment_history"},{"all_time_calls":5904,"all_time_cost":4.1206,"month_cost":0.0,"provider":"openai","stage":"enrich"},{"all_time_calls":11,"all_time_cost":2.5392,"month_cost":0.0223,"provider":"openai","stage":"jp_clean"},{"all_time_calls":696,"all_time_cost":1.9438,"month_cost":0.0,"provider":"openai","stage":"embed"},{"all_time_calls":3407,"all_time_cost":0.5864,"month_cost":0.0,"provider":"openai","stage":"hcp_bio_mine"},{"all_time_calls":9,"all_time_cost":0.5,"month_cost":0.0,"provider":"pdl","stage":"hcp_websearch_enrich"},{"all_time_calls":11,"all_time_cost":0.25,"month_cost":0.04,"provider":"azure_di","stage":"jp_clean_di"},{"all_time_calls":14,"all_time_cost":0.0428,"month_cost":0.0,"provider":"openai","stage":"hcp_websearch_bio_name"},{"all_time_calls":102,"all_time_cost":0.0105,"month_cost":0.0,"provider":"openai","stage":"hcp_disambiguate"},{"all_time_calls":5,"all_time_cost":0.0014,"month_cost":0.0006,"provider":"openai","stage":"jp_clean_title"}],"by_source":[{"all_time_calls":233898,"all_time_cost":2067.2168,"all_time_docs":19644,"month_cost":14.1856,"month_docs":555,"source_type":"individual"},{"all_time_calls":1177,"all_time_cost":129.5428,"all_time_docs":1075,"month_cost":null,"month_docs":null,"source_type":"presented_expert"}],"by_task":[{"all_time_calls":25974,"all_time_cost":2044.2976,"month_calls":173,"month_cost":8.1,"task_key":"hcp_resolve"},{"all_time_calls":209040,"all_time_cost":149.816,"month_calls":2561,"month_cost":6.0856,"task_key":"bio_enrich"},{"all_time_calls":6600,"all_time_cost":6.0645,"month_calls":null,"month_cost":null,"task_key":"rag_enrichment"},{"all_time_calls":27,"all_time_cost":2.7906,"month_calls":8,"month_cost":0.0629,"task_key":"regulatory_filings"},{"all_time_calls":61,"all_time_cost":2.646,"month_calls":null,"month_cost":null,"task_key":"hcp_bio_deanon"}],"headline":{"all_time_calls":241702,"all_time_cost":2205.6147,"all_time_tokens":577394440,"distinct_entities":20344,"month_calls":2742,"month_cost":14.2485},"monthly":[{"cached_input_tokens":0,"call_count":2742,"cost_usd":14.2485,"embed_tokens":0,"month":"2026-07-01","reasoning_tokens":0,"total_tokens":6827653},{"cached_input_tokens":2816,"call_count":233195,"cost_usd":2084.8453,"embed_tokens":2319802,"month":"2026-06-01","reasoning_tokens":0,"total_tokens":556791892},{"cached_input_tokens":0,"call_count":5765,"cost_usd":106.5209,"embed_tokens":19041444,"month":"2026-05-01","reasoning_tokens":0,"total_tokens":13774895}],"pdl":{"by_provenance":[{"cost_usd":96.0,"credits":960.0,"invocations":960,"pct":94.4,"provenance":"pdl_enrich","web_searches":297},{"cost_usd":4.9,"credits":49.0,"invocations":2415,"pct":4.8,"provenance":"miss","web_searches":2335},{"cost_usd":0.8,"credits":8.0,"invocations":1,"pct":0.8,"provenance":"pdl_search","web_searches":1},{"cost_usd":0.0,"credits":0.0,"invocations":619,"pct":0.0,"provenance":"hcp","web_searches":11},{"cost_usd":0.0,"credits":0.0,"invocations":18,"pct":0.0,"provenance":"cached","web_searches":18},{"cost_usd":0.0,"credits":0.0,"invocations":1,"pct":0.0,"provenance":"claimed","web_searches":0}],"credit_usd":0.1,"headline":{"all_time_cost":101.7,"all_time_cost_per_individual":0.2093,"all_time_credits":1017.0,"all_time_individuals":486,"all_time_invocations":4014,"all_time_web_searches":2662,"week_cost":0.0,"week_credits":0.0,"week_invocations":0},"max_week_cost":94.3,"present":true,"weekly":[{"cost_per_individual":0.3364,"cost_usd":7.4,"credit_calls":26,"credits":74.0,"individuals":22,"invocations":49,"web_searches":39,"week":"2026-06-01"},{"cost_per_individual":0.2032,"cost_usd":94.3,"credit_calls":943,"credits":943.0,"individuals":464,"invocations":3965,"web_searches":2623,"week":"2026-05-25"}]},"top_entities":[{"call_count":164,"cost_usd":0.395,"entity_id":"pe_47b46aa92849347dd24bd9f3","entity_type":"individual","ticker_exchange":null,"total_tokens":466248},{"call_count":7,"cost_usd":0.2083,"entity_id":"pe_d686527b264502851f8ab46a","entity_type":"individual","ticker_exchange":null,"total_tokens":8370},{"call_count":129,"cost_usd":0.1907,"entity_id":"recsebFwqGCAvqcXk","entity_type":"individual","ticker_exchange":null,"total_tokens":276800},{"call_count":68,"cost_usd":0.1432,"entity_id":"recRpyoSEjBFVPhAd","entity_type":"individual","ticker_exchange":null,"total_tokens":197717},{"call_count":93,"cost_usd":0.1314,"entity_id":"recDUOBsKQ2u7EklR","entity_type":"individual","ticker_exchange":null,"total_tokens":192602},{"call_count":127,"cost_usd":0.1304,"entity_id":"receKk8KCsrXLZRM7","entity_type":"individual","ticker_exchange":null,"total_tokens":212121},{"call_count":10,"cost_usd":0.1231,"entity_id":"pe_2416fdc3a3501de68339d1f6","entity_type":"individual","ticker_exchange":null,"total_tokens":22502},{"call_count":117,"cost_usd":0.1188,"entity_id":"recitAzf6ktVMbEVi","entity_type":"individual","ticker_exchange":null,"total_tokens":192071},{"call_count":54,"cost_usd":0.1145,"entity_id":"recBeCuQeMboByneh","entity_type":"individual","ticker_exchange":null,"total_tokens":165972},{"call_count":8,"cost_usd":0.1125,"entity_id":"pe_3e6489e0b2bdb0bc62ca04f6","entity_type":"individual","ticker_exchange":null,"total_tokens":11938},{"call_count":6,"cost_usd":0.111,"entity_id":"pe_85029ef05a1b9982d9a7fc67","entity_type":"individual","ticker_exchange":null,"total_tokens":10788},{"call_count":6,"cost_usd":0.1103,"entity_id":"pe_8017f163b37f73184325a91f","entity_type":"individual","ticker_exchange":null,"total_tokens":10228},{"call_count":6,"cost_usd":0.1099,"entity_id":"pe_7621a7edffdd2f570f252c91","entity_type":"individual","ticker_exchange":null,"total_tokens":10173},{"call_count":6,"cost_usd":0.1098,"entity_id":"pe_27e1969c62023fc43acb1434","entity_type":"individual","ticker_exchange":null,"total_tokens":9839},{"call_count":5,"cost_usd":0.1096,"entity_id":"pe_73a10c40d70b71f846b707e5","entity_type":"individual","ticker_exchange":null,"total_tokens":8332},{"call_count":6,"cost_usd":0.1094,"entity_id":"pe_80256a931ccd5bea5131b753","entity_type":"individual","ticker_exchange":null,"total_tokens":8733},{"call_count":6,"cost_usd":0.1094,"entity_id":"pe_32bc2d1519e2a8f69da7d0e4","entity_type":"individual","ticker_exchange":null,"total_tokens":9502},{"call_count":6,"cost_usd":0.1092,"entity_id":"pe_81aeae058fa7256376715bd5","entity_type":"individual","ticker_exchange":null,"total_tokens":9169},{"call_count":6,"cost_usd":0.109,"entity_id":"pe_b8dc0f01de7c063a4bc6e6e0","entity_type":"individual","ticker_exchange":null,"total_tokens":9433},{"call_count":5,"cost_usd":0.1087,"entity_id":"pe_eb5e80efb39698931a8a1c3e","entity_type":"individual","ticker_exchange":null,"total_tokens":7195},{"call_count":6,"cost_usd":0.1087,"entity_id":"pe_06637717cfa1c58c2a2d8b05","entity_type":"individual","ticker_exchange":null,"total_tokens":8373},{"call_count":5,"cost_usd":0.1086,"entity_id":"pe_8951c894f362abc20fee1cdb","entity_type":"individual","ticker_exchange":null,"total_tokens":7682},{"call_count":6,"cost_usd":0.1085,"entity_id":"pe_3e131c31b035f209b9f8b319","entity_type":"individual","ticker_exchange":null,"total_tokens":8484},{"call_count":6,"cost_usd":0.1084,"entity_id":"pe_298a6bbecf20f16bbc03cb10","entity_type":"individual","ticker_exchange":null,"total_tokens":8222},{"call_count":6,"cost_usd":0.1084,"entity_id":"pe_b560962d512aa29dc31ea06a","entity_type":"individual","ticker_exchange":null,"total_tokens":8223}],"views_present":true}