| Structured Data & Fact Extraction | claim_extraction autogenerated | 5.89 | high · n=100 | $0.000790 | -44% | no |
| Structured Data & Fact Extraction | Generic TOC Extraction | 0.00 | low · n=0 | $0.000500 | — | no |
| Structured Data & Fact Extraction | region_identification autogenerated | 7.77 | high · n=25 | $0.001233 | 82% | no |
| Structured Data & Fact Extraction | S1 TOC extraction | 0.00 | low · n=0 | $0.001982 | — | no |
| Structured Data & Fact Extraction | structured_output_extraction autogenerated | 4.75 | medium · n=88 | $0.002359 | 23% | no |
| Financial Analysis & Trading Decisions | onboarding_prospect_analysis autogenerated | 0.00 | low · n=0 | $0.001332 | — | no |
| Financial Analysis & Trading Decisions | SEC Filling Analysis | 6.00 | high · n=100 | $0.003635 | 95% | no |
| Financial Analysis & Trading Decisions | sec-s1-chunk-analysis autogenerated | 6.95 | high · n=83 | $0.005752 | 95% | no |
| Financial Analysis & Trading Decisions | synthesis_analysis autogenerated | 6.97 | medium · n=28 | $0.005663 | 91% | no |
| Financial Analysis & Trading Decisions | Trading Recommendation | 5.28 | high · n=78 | $0.013681 | 90% | no |
| Infrastructure & Utility | claim_refinement autogenerated | 6.71 | ranked · n=100 | $0.000800 | 62% | no |
| Infrastructure & Utility | image_prompt_generation autogenerated | 7.35 | ranked · n=100 | $0.001550 | 94% | no |
| Infrastructure & Utility | LLM Prompt Adaptation | 5.00 | high · n=100 | $0.004380 | 90% | no |
| Infrastructure & Utility | markdown_newline_repair autogenerated | 0.00 | low · n=0 | $0.033427 | — | no |
| Infrastructure & Utility | metadata_paragraph_improvement autogenerated | 7.38 | high · n=93 | $0.000313 | 62% | no |
| Infrastructure & Utility | onboarding_chapter_prompt_generation autogenerated | 5.72 | high · n=82 | $0.021698 | 95% | no |
| Infrastructure & Utility | query_generation autogenerated | 6.68 | medium · n=71 | $0.001127 | 95% | no |
| Infrastructure & Utility | query_validation autogenerated | 7.59 | high · n=100 | $0.000515 | -205% | no |
| Infrastructure & Utility | Translation | 6.79 | high · n=92 | $0.001589 | 95% | no |
| Long-form Content Generation | author_soul_generation autogenerated | 7.32 | ranked · n=89 | $0.007142 | 94% | no |
| Long-form Content Generation | Claim-Referenced Analyst Writing (pooled) | 5.97 | ranked · n=58 | $0.004824 | 91% | no |
| Long-form Content Generation | onboarding_chapter_generation autogenerated | 0.00 | low · n=0 | $0.009616 | — | no |
| Long-form Content Generation | section_generation autogenerated | 7.77 | medium · n=5 | $0.001858 | 62% | no |
| Long-form Content Generation | Substack Newsletter (pooled) | 7.36 | low · n=5 | $0.003275 | 94% | no |
| Long-form Content Generation | theme_generation autogenerated | 0.00 | low · n=0 | $0.002887 | — | no |
| Relevance, Classification & Matching | at_content_domain_suggest autogenerated | 0.00 | low · n=0 | $0.000763 | — | no |
| Relevance, Classification & Matching | Author Matching | 7.01 | high · n=100 | $0.001798 | 93% | no |
| Relevance, Classification & Matching | author_living_check autogenerated | 7.49 | medium · n=67 | $0.002535 | 70% | no |
| Relevance, Classification & Matching | Language Detection | 9.99 | high · n=84 | $0.000056 | 50% | ✓ |
| Relevance, Classification & Matching | Relevance Scoring (POST) | 4.38 | high · n=100 | $0.000500 | 88% | no |
| Relevance, Classification & Matching | Relevance Scoring (Topic Report) | 8.25 | low · n=42 | $0.000500 | -212% | no |
| Relevance, Classification & Matching | Relevance Scoring (X Post) | 6.11 | low · n=9 | $0.000500 | — | no |
| Relevance, Classification & Matching | subreddit_selection autogenerated | 4.63 | high · n=60 | $0.001063 | 95% | no |
| Relevance, Classification & Matching | subreddit_vetting autogenerated | 0.00 | low · n=0 | $0.001748 | — | no |
| Relevance, Classification & Matching | topic_client_matching autogenerated | 6.48 | high · n=100 | $0.005492 | -78% | no |
| Relevance, Classification & Matching | vetted_site_selection autogenerated | 6.80 | low · n=1 | $0.006474 | — | no |
| Relevance, Classification & Matching | x_post_selection autogenerated | 8.22 | high · n=100 | $0.000820 | 95% | ✓ |
| Social & Promotional Content | activity_promo_generation autogenerated | 7.83 | ranked · n=61 | $0.000628 | 95% | no |
| Social & Promotional Content | auto_reddit_post_generation autogenerated | 6.29 | high · n=100 | $0.018154 | 64% | no |
| Social & Promotional Content | Social Post Promo (pooled) | 7.22 | ranked · n=97 | $0.000965 | -610% | no |
| Social & Promotional Content | x_com_messages_for_promotion autogenerated | 3.50 | low · n=1 | $0.008634 | — | no |
| Content Summarization & Synthesis | content-summarization autogenerated | 5.70 | high · n=100 | $0.002483 | -21% | no |
| Content Summarization & Synthesis | Direct Browse Content Synthesis | 3.45 | low · n=14 | $0.000693 | — | no |
| Content Summarization & Synthesis | executive_summary_generation autogenerated | 4.00 | low · n=1 | $0.010048 | — | no |
| Content Summarization & Synthesis | synthesis_of_titles_for_publication autogenerated | 7.29 | ranked · n=69 | $0.001732 | 83% | no |
| Topic Organization & Clustering | ps_section_reassignment autogenerated | 0.00 | low · n=0 | $0.002420 | — | no |
| Topic Organization & Clustering | Topic Discovery Clustering (pooled) | 4.22 | high · n=100 | $0.016761 | 95% | no |
| Topic Organization & Clustering | topic_cluster_naming autogenerated | 7.21 | ranked · n=92 | $0.001750 | 95% | no |
| Topic Organization & Clustering | topic_clustering_assign_sections autogenerated | 8.05 | medium · n=99 | $0.000333 | 95% | no |
| Topic Organization & Clustering | topic_sequence_determination autogenerated | 0.00 | low · n=0 | $0.001969 | — | no |