| Structured Data & Fact Extraction | claim_extraction autogenerated | 6.06 | high · n=100 | $0.004977 | -810% | no |
| Structured Data & Fact Extraction | Generic TOC Extraction | 0.00 | low · n=0 | $0.002950 | — | no |
| Structured Data & Fact Extraction | region_identification autogenerated | 9.25 | ranked · n=33 | $0.006814 | best | ✓ |
| Structured Data & Fact Extraction | S1 TOC extraction | 0.00 | low · n=0 | $0.011307 | — | no |
| Structured Data & Fact Extraction | structured_output_extraction autogenerated | 9.54 | high · n=99 | $0.007042 | -130% | ✓ |
| Financial Analysis & Trading Decisions | onboarding_prospect_analysis autogenerated | 0.00 | low · n=0 | $0.007622 | — | no |
| Financial Analysis & Trading Decisions | SEC Filling Analysis | 7.58 | high · n=100 | $0.019872 | 73% | no |
| Financial Analysis & Trading Decisions | sec-s1-chunk-analysis autogenerated | 8.54 | ranked · n=100 | $0.034047 | 70% | ✓ |
| Financial Analysis & Trading Decisions | synthesis_analysis autogenerated | 8.38 | high · n=40 | $0.040023 | 39% | no |
| Financial Analysis & Trading Decisions | Trading Recommendation | 8.51 | ranked · n=100 | $0.074631 | 46% | ✓ |
| Infrastructure & Utility | claim_refinement autogenerated | 7.01 | high · n=100 | $0.005129 | -147% | no |
| Infrastructure & Utility | image_prompt_generation autogenerated | 8.27 | ranked · n=100 | $0.008922 | 67% | ✓ |
| Infrastructure & Utility | LLM Prompt Adaptation | 8.73 | ranked · n=100 | $0.023979 | 46% | ✓ |
| Infrastructure & Utility | markdown_newline_repair autogenerated | 0.00 | low · n=0 | $0.090606 | — | no |
| Infrastructure & Utility | metadata_paragraph_improvement autogenerated | 7.40 | medium · n=100 | $0.001774 | -118% | no |
| Infrastructure & Utility | onboarding_chapter_prompt_generation autogenerated | 8.75 | ranked · n=86 | $0.116991 | 73% | ✓ |
| Infrastructure & Utility | query_generation autogenerated | 8.59 | ranked · n=83 | $0.006990 | 69% | ✓ |
| Infrastructure & Utility | query_validation autogenerated | 8.04 | medium · n=100 | $0.002951 | -1646% | no |
| Infrastructure & Utility | Translation | 8.04 | ranked · n=100 | $0.008831 | 72% | ✓ |
| Long-form Content Generation | author_soul_generation autogenerated | 8.17 | ranked · n=100 | $0.019308 | 84% | no |
| Long-form Content Generation | Claim-Referenced Analyst Writing (pooled) | 8.77 | high · n=100 | $0.030644 | 42% | ✓ |
| Long-form Content Generation | onboarding_chapter_generation autogenerated | 0.00 | low · n=0 | $0.051746 | — | no |
| Long-form Content Generation | section_generation autogenerated | 9.05 | ranked · n=8 | $0.010100 | -109% | ✓ |
| Long-form Content Generation | Substack Newsletter (pooled) | 9.21 | ranked · n=6 | $0.008882 | 84% | ✓ |
| Long-form Content Generation | theme_generation autogenerated | 0.00 | low · n=0 | $0.018540 | — | no |
| Relevance, Classification & Matching | at_content_domain_suggest autogenerated | 0.00 | low · n=0 | $0.005303 | — | no |
| Relevance, Classification & Matching | Author Matching | 8.81 | ranked · n=100 | $0.013565 | 45% | ✓ |
| Relevance, Classification & Matching | author_living_check autogenerated | 8.88 | high · n=89 | $0.007413 | 13% | ✓ |
| Relevance, Classification & Matching | Language Detection | 9.98 | ranked · n=100 | $0.000387 | -246% | ✓ |
| Relevance, Classification & Matching | subreddit_selection autogenerated | 5.08 | ranked · n=84 | $0.007060 | 67% | no |
| Relevance, Classification & Matching | subreddit_vetting autogenerated | 0.00 | low · n=0 | $0.004998 | — | no |
| Relevance, Classification & Matching | topic_client_matching autogenerated | 7.16 | high · n=100 | $0.032433 | -951% | no |
| Relevance, Classification & Matching | x_post_selection autogenerated | 8.18 | ranked · n=100 | $0.003028 | 82% | ✓ |
| Social & Promotional Content | activity_promo_generation autogenerated | 8.64 | ranked · n=85 | $0.002040 | 82% | ✓ |
| Social & Promotional Content | auto_reddit_post_generation autogenerated | 8.26 | high · n=100 | $0.050155 | best | ✓ |
| Social & Promotional Content | Social Post Promo (pooled) | 8.21 | high · n=100 | $0.003239 | -2282% | ✓ |
| Social & Promotional Content | x_com_messages_for_promotion autogenerated | 2.50 | low · n=1 | $0.057803 | — | no |
| Content Summarization & Synthesis | content-summarization autogenerated | 8.61 | ranked · n=100 | $0.014419 | -603% | ✓ |
| Content Summarization & Synthesis | Direct Browse Content Synthesis | 0.00 | low · n=0 | $0.002192 | — | no |
| Content Summarization & Synthesis | executive_summary_generation autogenerated | 0.00 | low · n=0 | $0.061118 | — | no |
| Content Summarization & Synthesis | synthesis_of_titles_for_publication autogenerated | 8.68 | ranked · n=90 | $0.010036 | best | ✓ |
| Topic Organization & Clustering | ps_section_reassignment autogenerated | 0.00 | low · n=0 | $0.007567 | — | no |
| Topic Organization & Clustering | Topic Discovery Clustering (pooled) | 5.60 | medium · n=100 | $0.106954 | 65% | no |
| Topic Organization & Clustering | topic_cluster_naming autogenerated | 8.50 | ranked · n=100 | $0.012598 | 64% | ✓ |
| Topic Organization & Clustering | topic_clustering_assign_sections autogenerated | 8.64 | high · n=100 | $0.002421 | 64% | ✓ |
| Topic Organization & Clustering | topic_sequence_determination autogenerated | 0.00 | low · n=0 | $0.011546 | — | no |