| Structured Data & Fact Extraction | claim_extraction autogenerated | 7.45 | high · n=100 | $0.006793 | -1142% | ✓ |
| Structured Data & Fact Extraction | Generic TOC Extraction | 0.00 | low · n=0 | $0.003480 | — | no |
| Structured Data & Fact Extraction | region_identification autogenerated | 9.10 | high · n=27 | $0.006699 | 2% | ✓ |
| Structured Data & Fact Extraction | S1 TOC extraction | 0.00 | low · n=0 | $0.012206 | — | no |
| Structured Data & Fact Extraction | structured_output_extraction autogenerated | 9.43 | high · n=89 | $0.008549 | -179% | ✓ |
| Financial Analysis & Trading Decisions | onboarding_prospect_analysis autogenerated | 0.00 | low · n=0 | $0.008302 | — | no |
| Financial Analysis & Trading Decisions | SEC Filling Analysis | 7.61 | high · n=100 | $0.018858 | 74% | no |
| Financial Analysis & Trading Decisions | sec-s1-chunk-analysis autogenerated | 8.04 | medium · n=96 | $0.040490 | 65% | no |
| Financial Analysis & Trading Decisions | synthesis_analysis autogenerated | 8.28 | high · n=34 | $0.066482 | -2% | no |
| Financial Analysis & Trading Decisions | Trading Recommendation | 7.70 | medium · n=82 | $0.070294 | 49% | no |
| Infrastructure & Utility | claim_refinement autogenerated | 6.76 | medium · n=100 | $0.007247 | -249% | no |
| Infrastructure & Utility | image_prompt_generation autogenerated | 8.43 | ranked · n=100 | $0.009871 | 63% | ✓ |
| Infrastructure & Utility | LLM Prompt Adaptation | 8.73 | ranked · n=100 | $0.022865 | 48% | ✓ |
| Infrastructure & Utility | markdown_newline_repair autogenerated | 0.00 | low · n=0 | $0.083560 | — | no |
| Infrastructure & Utility | metadata_paragraph_improvement autogenerated | 7.89 | high · n=98 | $0.001879 | -131% | no |
| Infrastructure & Utility | onboarding_chapter_prompt_generation autogenerated | 8.52 | high · n=79 | $0.105862 | 76% | no |
| Infrastructure & Utility | Translation | 7.79 | high · n=100 | $0.008824 | 72% | no |
| Long-form Content Generation | author_soul_generation autogenerated | 9.16 | ranked · n=97 | $0.017647 | 85% | ✓ |
| Long-form Content Generation | Claim-Referenced Analyst Writing (pooled) | 8.73 | high · n=66 | $0.042515 | 19% | ✓ |
| Long-form Content Generation | onboarding_chapter_generation autogenerated | 0.00 | low · n=0 | $0.046514 | — | no |
| Long-form Content Generation | section_generation autogenerated | 8.81 | high · n=7 | $0.009403 | -95% | ✓ |
| Long-form Content Generation | Substack Newsletter (pooled) | 9.20 | low · n=4 | $0.008206 | 85% | no |
| Long-form Content Generation | theme_generation autogenerated | 0.00 | low · n=0 | $0.026257 | — | no |
| Relevance, Classification & Matching | at_content_domain_suggest autogenerated | 0.00 | low · n=0 | $0.008597 | — | no |
| Relevance, Classification & Matching | Author Matching | 8.94 | ranked · n=100 | $0.024626 | best | ✓ |
| Relevance, Classification & Matching | author_living_check autogenerated | 9.31 | ranked · n=71 | $0.008554 | best | ✓ |
| Relevance, Classification & Matching | Language Detection | 9.95 | high · n=89 | $0.000616 | -450% | ✓ |
| Relevance, Classification & Matching | subreddit_selection autogenerated | 4.87 | high · n=67 | $0.010626 | 50% | no |
| Relevance, Classification & Matching | subreddit_vetting autogenerated | 9.30 | low · n=1 | $0.005436 | — | no |
| Relevance, Classification & Matching | topic_client_matching autogenerated | 8.14 | ranked · n=100 | $0.038350 | -1143% | ✓ |
| Relevance, Classification & Matching | vetted_site_selection autogenerated | 0.00 | low · n=0 | $0.052308 | — | no |
| Relevance, Classification & Matching | x_post_selection autogenerated | 8.04 | ranked · n=100 | $0.005345 | 67% | no |
| Social & Promotional Content | activity_promo_generation autogenerated | 8.58 | high · n=67 | $0.002951 | 74% | ✓ |
| Social & Promotional Content | auto_reddit_post_generation autogenerated | 7.51 | high · n=100 | $0.049258 | 2% | no |
| Social & Promotional Content | Social Post Promo (pooled) | 8.23 | high · n=96 | $0.004962 | -3549% | ✓ |
| Social & Promotional Content | x_com_messages_for_promotion autogenerated | 9.60 | low · n=1 | $0.088194 | — | no |
| Content Summarization & Synthesis | content-summarization autogenerated | 7.51 | high · n=100 | $0.016344 | -696% | no |
| Content Summarization & Synthesis | executive_summary_generation autogenerated | 9.61 | low · n=3 | $0.077440 | — | no |
| Content Summarization & Synthesis | synthesis_of_titles_for_publication autogenerated | 8.07 | high · n=73 | $0.011301 | -13% | no |
| Topic Organization & Clustering | ps_section_reassignment autogenerated | 0.00 | low · n=0 | $0.010170 | — | no |
| Topic Organization & Clustering | Topic Discovery Clustering (pooled) | 7.42 | high · n=100 | $0.149677 | 51% | no |
| Topic Organization & Clustering | topic_cluster_naming autogenerated | 8.27 | ranked · n=77 | $0.021492 | 39% | ✓ |
| Topic Organization & Clustering | topic_clustering_assign_sections autogenerated | 7.99 | high · n=100 | $0.004188 | 37% | no |
| Topic Organization & Clustering | topic_sequence_determination autogenerated | 0.00 | low · n=0 | $0.013417 | — | no |