| Structured Data & Fact Extraction | claim_extraction autogenerated | 6.71 | high · n=100 | $0.001580 | -189% | no |
| Structured Data & Fact Extraction | Generic TOC Extraction | 0.00 | low · n=0 | $0.001000 | — | no |
| Structured Data & Fact Extraction | region_identification autogenerated | 8.06 | high · n=25 | $0.002466 | 64% | no |
| Structured Data & Fact Extraction | S1 TOC extraction | 0.00 | low · n=0 | $0.003965 | — | no |
| Structured Data & Fact Extraction | structured_output_extraction autogenerated | 8.46 | medium · n=88 | $0.004718 | -54% | no |
| Financial Analysis & Trading Decisions | onboarding_prospect_analysis autogenerated | 0.00 | low · n=0 | $0.002664 | — | no |
| Financial Analysis & Trading Decisions | SEC Filling Analysis | 7.02 | ranked · n=100 | $0.007270 | 90% | no |
| Financial Analysis & Trading Decisions | sec-s1-chunk-analysis autogenerated | 7.51 | high · n=83 | $0.011504 | 90% | no |
| Financial Analysis & Trading Decisions | synthesis_analysis autogenerated | 6.71 | medium · n=28 | $0.011326 | 83% | no |
| Financial Analysis & Trading Decisions | Trading Recommendation | 6.54 | ranked · n=78 | $0.027363 | 80% | no |
| Infrastructure & Utility | claim_refinement autogenerated | 7.73 | ranked · n=100 | $0.001599 | 23% | ✓ |
| Infrastructure & Utility | image_prompt_generation autogenerated | 7.60 | ranked · n=100 | $0.003100 | 88% | no |
| Infrastructure & Utility | LLM Prompt Adaptation | 7.54 | ranked · n=100 | $0.008759 | 80% | no |
| Infrastructure & Utility | markdown_newline_repair autogenerated | 0.00 | low · n=0 | $0.066854 | — | no |
| Infrastructure & Utility | metadata_paragraph_improvement autogenerated | 7.71 | high · n=93 | $0.000626 | 23% | no |
| Infrastructure & Utility | onboarding_chapter_prompt_generation autogenerated | 6.12 | high · n=82 | $0.043397 | 90% | no |
| Infrastructure & Utility | query_generation autogenerated | 8.29 | high · n=71 | $0.002254 | 90% | no |
| Infrastructure & Utility | query_validation autogenerated | 8.29 | high · n=100 | $0.001030 | -509% | ✓ |
| Infrastructure & Utility | Translation | 7.81 | ranked · n=92 | $0.003179 | 90% | ✓ |
| Long-form Content Generation | author_soul_generation autogenerated | 8.26 | ranked · n=89 | $0.014283 | 88% | no |
| Long-form Content Generation | Claim-Referenced Analyst Writing (pooled) | 6.45 | high · n=55 | $0.009648 | 82% | no |
| Long-form Content Generation | onboarding_chapter_generation autogenerated | 0.00 | low · n=0 | $0.019231 | — | no |
| Long-form Content Generation | section_generation autogenerated | 7.90 | high · n=5 | $0.003716 | 23% | no |
| Long-form Content Generation | Substack Newsletter (pooled) | 8.02 | medium · n=5 | $0.006550 | 88% | no |
| Long-form Content Generation | theme_generation autogenerated | 0.00 | low · n=0 | $0.005774 | — | no |
| Relevance, Classification & Matching | at_content_domain_suggest autogenerated | 0.00 | low · n=0 | $0.001525 | — | no |
| Relevance, Classification & Matching | Author Matching | 8.34 | ranked · n=100 | $0.003595 | 85% | no |
| Relevance, Classification & Matching | author_living_check autogenerated | 8.52 | ranked · n=67 | $0.005070 | 41% | no |
| Relevance, Classification & Matching | Language Detection | 10.01 | ranked · n=84 | $0.000112 | best | ✓ |
| Relevance, Classification & Matching | subreddit_selection autogenerated | 5.00 | high · n=60 | $0.002126 | 90% | no |
| Relevance, Classification & Matching | subreddit_vetting autogenerated | 0.00 | low · n=0 | $0.003496 | — | no |
| Relevance, Classification & Matching | topic_client_matching autogenerated | 7.38 | ranked · n=100 | $0.010984 | -256% | no |
| Relevance, Classification & Matching | vetted_site_selection autogenerated | 7.40 | low · n=1 | $0.012948 | — | no |
| Relevance, Classification & Matching | x_post_selection autogenerated | 8.32 | ranked · n=100 | $0.001640 | 90% | ✓ |
| Social & Promotional Content | activity_promo_generation autogenerated | 8.16 | ranked · n=61 | $0.001256 | 89% | no |
| Social & Promotional Content | auto_reddit_post_generation autogenerated | 6.21 | ranked · n=100 | $0.036308 | 28% | no |
| Social & Promotional Content | Social Post Promo (pooled) | 7.42 | ranked · n=97 | $0.001930 | -1319% | no |
| Social & Promotional Content | x_com_messages_for_promotion autogenerated | 0.00 | low · n=0 | $0.017268 | — | no |
| Content Summarization & Synthesis | content-summarization autogenerated | 4.75 | ranked · n=100 | $0.004965 | -142% | no |
| Content Summarization & Synthesis | Direct Browse Content Synthesis | 3.50 | low · n=1 | $0.001386 | — | no |
| Content Summarization & Synthesis | executive_summary_generation autogenerated | 7.56 | low · n=2 | $0.020096 | — | no |
| Content Summarization & Synthesis | synthesis_of_titles_for_publication autogenerated | 7.84 | ranked · n=69 | $0.003465 | 65% | no |
| Topic Organization & Clustering | ps_section_reassignment autogenerated | 0.00 | low · n=0 | $0.004840 | — | no |
| Topic Organization & Clustering | Topic Discovery Clustering (pooled) | 5.62 | ranked · n=100 | $0.033521 | 89% | no |
| Topic Organization & Clustering | topic_cluster_naming autogenerated | 7.87 | ranked · n=92 | $0.003499 | 90% | no |
| Topic Organization & Clustering | topic_clustering_assign_sections autogenerated | 7.93 | high · n=99 | $0.000666 | 90% | no |
| Topic Organization & Clustering | topic_sequence_determination autogenerated | 0.00 | low · n=0 | $0.003938 | — | no |