| Structured Data & Fact Extraction | claim_extraction autogenerated | 6.63 | high · n=100 | $0.002858 | -422% | no |
| Structured Data & Fact Extraction | Generic TOC Extraction | 0.00 | low · n=0 | $0.001750 | — | no |
| Structured Data & Fact Extraction | region_identification autogenerated | 7.92 | low · n=25 | $0.004180 | 39% | no |
| Structured Data & Fact Extraction | S1 TOC extraction | 0.00 | low · n=0 | $0.006824 | — | no |
| Structured Data & Fact Extraction | structured_output_extraction autogenerated | 8.38 | medium · n=91 | $0.008306 | -171% | no |
| Financial Analysis & Trading Decisions | onboarding_prospect_analysis autogenerated | 0.00 | low · n=0 | $0.004592 | — | no |
| Financial Analysis & Trading Decisions | SEC Filling Analysis | 5.98 | medium · n=100 | $0.012259 | 83% | no |
| Financial Analysis & Trading Decisions | sec-s1-chunk-analysis autogenerated | 7.67 | high · n=81 | $0.020164 | 82% | no |
| Financial Analysis & Trading Decisions | synthesis_analysis autogenerated | 7.64 | medium · n=29 | $0.021765 | 67% | no |
| Financial Analysis & Trading Decisions | Trading Recommendation | 8.24 | high · n=86 | $0.046094 | 67% | no |
| Infrastructure & Utility | claim_refinement autogenerated | 6.31 | medium · n=100 | $0.002920 | -40% | no |
| Infrastructure & Utility | image_prompt_generation autogenerated | 7.59 | ranked · n=100 | $0.005360 | 80% | no |
| Infrastructure & Utility | LLM Prompt Adaptation | 7.38 | high · n=100 | $0.014782 | 67% | no |
| Infrastructure & Utility | markdown_newline_repair autogenerated | 1.50 | low · n=1 | $0.112286 | — | no |
| Infrastructure & Utility | metadata_paragraph_improvement autogenerated | 5.17 | medium · n=90 | $0.001074 | -32% | no |
| Infrastructure & Utility | onboarding_chapter_prompt_generation autogenerated | 8.22 | high · n=75 | $0.072700 | 83% | no |
| Infrastructure & Utility | Translation | 6.34 | medium · n=93 | $0.005402 | 83% | no |
| Long-form Content Generation | author_soul_generation autogenerated | 9.14 | ranked · n=84 | $0.023960 | 80% | ✓ |
| Long-form Content Generation | Claim-Referenced Analyst Writing (pooled) | 8.02 | high · n=37 | $0.017526 | 67% | no |
| Long-form Content Generation | onboarding_chapter_generation autogenerated | 0.00 | low · n=0 | $0.032188 | — | no |
| Long-form Content Generation | section_generation autogenerated | 6.73 | high · n=6 | $0.006250 | -29% | no |
| Long-form Content Generation | Substack Newsletter (pooled) | 8.87 | ranked · n=5 | $0.011004 | 80% | no |
| Long-form Content Generation | theme_generation autogenerated | 0.00 | low · n=0 | $0.010548 | — | no |
| Relevance, Classification & Matching | at_content_domain_suggest autogenerated | 0.00 | low · n=0 | $0.002906 | — | no |
| Relevance, Classification & Matching | Author Matching | 6.62 | high · n=100 | $0.007162 | 71% | no |
| Relevance, Classification & Matching | Language Detection | 9.99 | ranked · n=82 | $0.000213 | -90% | ✓ |
| Relevance, Classification & Matching | Relevance Scoring (POST) | 3.28 | high · n=100 | $0.001750 | 56% | no |
| Relevance, Classification & Matching | Relevance Scoring (Topic Report) | 7.19 | medium · n=44 | $0.001750 | -994% | no |
| Relevance, Classification & Matching | Relevance Scoring (X Post) | 6.09 | low · n=11 | $0.001750 | — | no |
| Relevance, Classification & Matching | subreddit_selection autogenerated | 4.60 | high · n=63 | $0.003952 | 81% | no |
| Relevance, Classification & Matching | subreddit_vetting autogenerated | 6.50 | low · n=1 | $0.006025 | — | no |
| Relevance, Classification & Matching | topic_client_matching autogenerated | 5.09 | medium · n=100 | $0.019231 | -523% | no |
| Relevance, Classification & Matching | vetted_site_selection autogenerated | 6.88 | low · n=2 | $0.023179 | — | no |
| Relevance, Classification & Matching | x_post_selection autogenerated | 7.79 | medium · n=100 | $0.003228 | 80% | no |
| Social & Promotional Content | auto_reddit_post_generation autogenerated | 7.49 | high · n=100 | $0.061540 | -23% | no |
| Social & Promotional Content | Social Post Promo (pooled) | 7.39 | ranked · n=94 | $0.003608 | -2553% | no |
| Social & Promotional Content | x_com_messages_for_promotion autogenerated | 0.00 | low · n=0 | $0.032237 | — | no |
| Content Summarization & Synthesis | content-summarization autogenerated | 6.47 | ranked · n=100 | $0.008622 | -320% | no |
| Content Summarization & Synthesis | executive_summary_generation autogenerated | 0.00 | low · n=0 | $0.035708 | — | no |
| Content Summarization & Synthesis | synthesis_of_titles_for_publication autogenerated | 8.01 | high · n=66 | $0.006009 | 40% | no |
| Topic Organization & Clustering | ps_section_reassignment autogenerated | 0.00 | low · n=0 | $0.008722 | — | no |
| Topic Organization & Clustering | Topic Discovery Clustering (pooled) | 7.13 | high · n=100 | $0.061034 | 80% | no |
| Topic Organization & Clustering | topic_cluster_naming autogenerated | 8.22 | high · n=72 | $0.006792 | 81% | ✓ |
| Topic Organization & Clustering | topic_sequence_determination autogenerated | 0.00 | low · n=0 | $0.006870 | — | no |