| Structured Data & Fact Extraction | claim_extraction autogenerated | 6.71 | high · n=100 | $0.008574 | -1467% | no |
| Structured Data & Fact Extraction | Generic TOC Extraction | 0.00 | low · n=0 | $0.005250 | — | no |
| Structured Data & Fact Extraction | region_identification autogenerated | 9.22 | high · n=25 | $0.012538 | -84% | ✓ |
| Structured Data & Fact Extraction | S1 TOC extraction | 0.00 | low · n=0 | $0.020472 | — | no |
| Structured Data & Fact Extraction | structured_output_extraction autogenerated | 8.65 | medium · n=91 | $0.024918 | -712% | no |
| Financial Analysis & Trading Decisions | onboarding_prospect_analysis autogenerated | 0.00 | low · n=0 | $0.013776 | — | no |
| Financial Analysis & Trading Decisions | SEC Filling Analysis | 7.49 | medium · n=100 | $0.036777 | 49% | no |
| Financial Analysis & Trading Decisions | sec-s1-chunk-analysis autogenerated | 7.84 | medium · n=81 | $0.060492 | 47% | no |
| Financial Analysis & Trading Decisions | synthesis_analysis autogenerated | 8.95 | high · n=29 | $0.065295 | best | ✓ |
| Financial Analysis & Trading Decisions | Trading Recommendation | 8.79 | high · n=86 | $0.138282 | best | ✓ |
| Infrastructure & Utility | claim_refinement autogenerated | 6.34 | medium · n=100 | $0.008758 | -321% | no |
| Infrastructure & Utility | image_prompt_generation autogenerated | 8.13 | ranked · n=100 | $0.016078 | 40% | no |
| Infrastructure & Utility | LLM Prompt Adaptation | 9.10 | ranked · n=100 | $0.044344 | best | ✓ |
| Infrastructure & Utility | markdown_newline_repair autogenerated | 0.00 | low · n=0 | $0.336858 | — | no |
| Infrastructure & Utility | metadata_paragraph_improvement autogenerated | 5.30 | medium · n=90 | $0.003222 | -296% | no |
| Infrastructure & Utility | onboarding_chapter_prompt_generation autogenerated | 8.58 | ranked · n=75 | $0.218102 | 50% | no |
| Infrastructure & Utility | query_validation autogenerated | 8.12 | medium · n=100 | $0.005330 | -3054% | no |
| Infrastructure & Utility | Translation | 7.31 | high · n=90 | $0.016206 | 49% | no |
| Long-form Content Generation | author_soul_generation autogenerated | 9.18 | ranked · n=84 | $0.071880 | 40% | ✓ |
| Long-form Content Generation | Claim-Referenced Analyst Writing (pooled) | 8.98 | high · n=84 | $0.052576 | best | ✓ |
| Long-form Content Generation | onboarding_chapter_generation autogenerated | 0.00 | low · n=0 | $0.096564 | — | no |
| Long-form Content Generation | section_generation autogenerated | 8.79 | medium · n=6 | $0.018748 | -288% | ✓ |
| Long-form Content Generation | Substack Newsletter (pooled) | 8.89 | low · n=5 | $0.033012 | 40% | no |
| Long-form Content Generation | theme_generation autogenerated | 0.00 | low · n=0 | $0.031644 | — | no |
| Relevance, Classification & Matching | at_content_domain_suggest autogenerated | 0.00 | low · n=0 | $0.008716 | — | no |
| Relevance, Classification & Matching | Author Matching | 7.70 | high · n=100 | $0.021486 | 13% | no |
| Relevance, Classification & Matching | Language Detection | 9.99 | ranked · n=82 | $0.000639 | -471% | ✓ |
| Relevance, Classification & Matching | subreddit_selection autogenerated | 5.03 | high · n=63 | $0.011856 | 44% | no |
| Relevance, Classification & Matching | subreddit_vetting autogenerated | 0.00 | low · n=0 | $0.018075 | — | no |
| Relevance, Classification & Matching | topic_client_matching autogenerated | 6.78 | high · n=100 | $0.057693 | -1770% | no |
| Relevance, Classification & Matching | vetted_site_selection autogenerated | 7.80 | low · n=1 | $0.069537 | — | no |
| Relevance, Classification & Matching | x_post_selection autogenerated | 8.41 | ranked · n=100 | $0.009684 | 41% | ✓ |
| Social & Promotional Content | activity_promo_generation autogenerated | 8.50 | medium · n=63 | $0.006924 | 40% | ✓ |
| Social & Promotional Content | auto_reddit_post_generation autogenerated | 7.85 | high · n=100 | $0.184620 | -268% | ✓ |
| Social & Promotional Content | Social Post Promo (pooled) | 7.87 | high · n=94 | $0.010824 | -7859% | no |
| Social & Promotional Content | x_com_messages_for_promotion autogenerated | 0.00 | low · n=0 | $0.096711 | — | no |
| Content Summarization & Synthesis | content-summarization autogenerated | 6.62 | high · n=100 | $0.025866 | -1161% | no |
| Content Summarization & Synthesis | Direct Browse Content Synthesis | 0.00 | low · n=0 | $0.007539 | — | no |
| Content Summarization & Synthesis | executive_summary_generation autogenerated | 9.49 | low · n=2 | $0.107124 | — | no |
| Content Summarization & Synthesis | synthesis_of_titles_for_publication autogenerated | 7.82 | high · n=68 | $0.018027 | -80% | no |
| Topic Organization & Clustering | ps_section_reassignment autogenerated | 0.00 | low · n=0 | $0.026166 | — | no |
| Topic Organization & Clustering | Topic Discovery Clustering (pooled) | 6.05 | high · n=100 | $0.183104 | 40% | no |
| Topic Organization & Clustering | topic_cluster_naming autogenerated | 8.20 | ranked · n=94 | $0.020378 | 42% | ✓ |
| Topic Organization & Clustering | topic_clustering_assign_sections autogenerated | 8.13 | high · n=100 | $0.003898 | 41% | no |
| Topic Organization & Clustering | topic_sequence_determination autogenerated | 0.00 | low · n=0 | $0.020612 | — | no |