{"observation":{"id":"78afa8fc-60fb-4141-ac60-95e3c6e00369","tool":"tensorlake","tool_name":"Tensorlake","criterion":"reading-order-structure","criterion_name":"Reading Order & Structure","criterion_definition":"Maintains headings, sections, column order, document hierarchy, and overall flow.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"Clean Markdown requires the original reading order, headings, sections, and hierarchy to be maintained correctly. (3 of 3 judges)","scenario":"hybrid-earnings-report","scenario_name":"Hybrid Earnings Report","group_tag":"hybrid-earnings-report","scenario_description":"A long, real-world hybrid annual report used to benchmark end-to-end PDF-to-markdown conversion. 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retention","Image-based signatures and stamps","Reading order across a long multi-section report","Markdown quality and consistency"]},"tool_page_slug":"tensorlake","tool_url":"https://aidemos.com/tools/tensorlake","permalink":"https://aidemos.com/evidence/78afa8fc-60fb-4141-ac60-95e3c6e00369","api_url":"https://ai.aidemos.com/v1/observations/78afa8fc-60fb-4141-ac60-95e3c6e00369"},"peers":[{"id":"b69aa8f8-8162-47d0-9487-6b903f8ffe84","tool":"extend-ai","tool_name":"Extend AI","verdict":"worked","score":null,"score_total":null,"note":"Maintains report hierarchy and reading flow in an 84-page annual report, keeping section text, bullets, and business narrative aligned instead of flattening them.","artifact_count":3,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/873484510a8043f4aab79218961e3792.png?v=1","evidence_url":"https://aidemos.com/evidence/b69aa8f8-8162-47d0-9487-6b903f8ffe84"},{"id":"19fac25a-166f-48fe-b7a1-bade87256c87","tool":"landing-ai","tool_name":"Landing 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the source navigation cleanly.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/adb683c35665414898107043d7650bc0.png?v=1","evidence_url":"https://aidemos.com/evidence/07e93c54-d160-40c0-b3ba-519704752930"}],"other_criteria":[{"id":"324c753c-f3ab-4165-8bd1-eda961278d78","criterion":"advanced-features","criterion_name":"Advanced Features","rank_role":"context","verdict":"worked","score":null,"score_total":null,"note":"Provides separate chart extraction for the SG&A waterfall, outputting chart metadata with a title, axis labels, 10 category labels, and a numeric series instead of only inline prose.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/324c753c-f3ab-4165-8bd1-eda961278d78"},{"id":"b119f634-824d-42b8-8ece-5462ea6b4f0c","criterion":"complex-document-handling","criterion_name":"Complex Document Handling","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Processes an 84-page mixed-content annual report 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flattening the table.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/efc88dd3-8f40-4863-ade4-566f307265b5"},{"id":"b3b06de4-1c1f-451a-a26e-d1bb11daed26","criterion":"text-ocr-completeness","criterion_name":"Text & OCR Completeness","rank_role":"decisive","verdict":"mixed","score":null,"score_total":null,"note":"On a blurry Ernst & Young signoff, the OCR preserves the firm reference but makes a symbol-level mistake by rendering the ampersand as '+', so the text is close but not exact.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/b3b06de4-1c1f-451a-a26e-d1bb11daed26"},{"id":"e528b05b-ad28-4fda-a633-eda580b60c6f","criterion":"visual-content-retention","criterion_name":"Visual Content Retention","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Retains scanned signature-page visuals as figure blocks plus signer text, including named executives and dates, rather than dropping the signature regions from the output.","artifact_count":3,"evidence_url":"https://aidemos.com/evidence/e528b05b-ad28-4fda-a633-eda580b60c6f"}],"appears_in":[{"page_type":"ranking","slug":"pdf-to-markdown-apis","title":"Best AI Tools to Convert Complex PDFs into Clean Markdown with an API","url":"https://aidemos.com/best/pdf-to-markdown-apis","binding":"run"}],"same_scenario":[{"id":"b69aa8f8-8162-47d0-9487-6b903f8ffe84","tool":"extend-ai","tool_name":"Extend AI","verdict":"worked","score":null,"score_total":null,"note":"Maintains report hierarchy and reading flow in an 84-page annual report, keeping section text, bullets, and business narrative aligned instead of flattening them."},{"id":"19fac25a-166f-48fe-b7a1-bade87256c87","tool":"landing-ai","tool_name":"Landing AI","verdict":"failed","score":null,"score_total":null,"note":"Flattens a top-level page heading into plain text, losing heading semantics on a page that should read as a structured annual-report story page."},{"id":"b215b483-82ab-4eea-b284-224d015ee6d9","tool":"llamaparse","tool_name":"LlamaParse","verdict":"worked","score":null,"score_total":null,"note":"Keeps the report's heading-and-paragraph sequence intact instead of flattening the page into disconnected text blocks."},{"id":"ca7155cc-ae34-4e12-aa47-954393f05576","tool":"mistral-ai","tool_name":"Mistral AI","verdict":"mixed","score":null,"score_total":null,"note":"Heading hierarchy is reconstructed inconsistently, so some parts of the document are flattened even though the underlying content is still recovered."},{"id":"06972bd3-507c-482f-b7a4-54f4d73c730e","tool":"nutrient-io","tool_name":"Nutrient.io","verdict":"worked","score":null,"score_total":null,"note":"Preserves the section hierarchy and bullet-point reading order on the sample page, keeping the 'A Growth Story Again' heading tied to its paragraph and 4 bullets in sequence."},{"id":"88babab8-a43b-4c7e-9f67-8dd32e3984bd","tool":"reducto","tool_name":"Reducto","verdict":"worked","score":null,"score_total":null,"note":"Linearizes a two-column page correctly, reading the full left column, including all four bullets, before the right-column continuation appears, with no interleaving or sequence inversion."},{"id":"07e93c54-d160-40c0-b3ba-519704752930","tool":"upstage-ai","tool_name":"Upstage AI","verdict":"failed","score":null,"score_total":null,"note":"Breaks the two-column reading order on the annual-report page, so headings and body text no longer follow the source navigation cleanly."}]}