{"observation":{"id":"88babab8-a43b-4c7e-9f67-8dd32e3984bd","tool":"reducto","tool_name":"Reducto","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. It combines native text, financial tables, charts/graphics, and scanned signature/stamp regions, stressing preservation of document structure, reading order, and embedded visual content across a multi-section report.","modality":"pdf","input_text":null,"input_artifact_refs":[{"alt":null,"url":"https://cdn.futuresmart.ai/public/aidemos/f63a44b441704753b65d1b89dc9b4bbb.pdf?v=1","role":"input","filename":"Target-2015-Annual-Report.pdf"}],"stresses":["Native digital text extraction","Complex financial table preservation","Chart and graphic retention","Image-based signatures and stamps","Reading order across a long multi-section report","Markdown quality and consistency"],"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.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://cdn.futuresmart.ai/public/aidemos/441b33e679ef4e378f0307c176f81a54.png?v=1","role":"input","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/1990537e055540e882271e3ad63c4804.png?v=1","role":"output","alt":null}],"run_id":"6e3160de-fe46-4b45-b071-72560b5c5d0e","study_title":"Convert a Complex PDF into Clean Markdown with an API","study_kind":"generation","research_task":"86b9h7t37","tested_at":null,"completeness":"input-and-output","input":{"state":"files","text":null,"files":[{"url":"https://cdn.futuresmart.ai/public/aidemos/f63a44b441704753b65d1b89dc9b4bbb.pdf?v=1","filename":"Target-2015-Annual-Report.pdf","alt":"Hybrid Earnings Report","role":"input"}],"modality":"pdf","stresses":["Native digital text extraction","Complex financial table preservation","Chart and graphic retention","Image-based signatures and stamps","Reading order across a long multi-section report","Markdown quality and consistency"]},"tool_page_slug":"reducto","tool_url":"https://aidemos.com/tools/reducto","permalink":"https://aidemos.com/evidence/88babab8-a43b-4c7e-9f67-8dd32e3984bd","api_url":"https://ai.aidemos.com/v1/observations/88babab8-a43b-4c7e-9f67-8dd32e3984bd"},"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 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.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/873484510a8043f4aab79218961e3792.png?v=1","evidence_url":"https://aidemos.com/evidence/19fac25a-166f-48fe-b7a1-bade87256c87"},{"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.","artifact_count":3,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/ffa3c24e43fe4b0e94575a7850ae516c.png?v=1","evidence_url":"https://aidemos.com/evidence/b215b483-82ab-4eea-b284-224d015ee6d9"},{"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.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/411cb53c330248cba2239903a6ff3d16.png?v=1","evidence_url":"https://aidemos.com/evidence/ca7155cc-ae34-4e12-aa47-954393f05576"},{"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.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/873484510a8043f4aab79218961e3792.png?v=1","evidence_url":"https://aidemos.com/evidence/06972bd3-507c-482f-b7a4-54f4d73c730e"},{"id":"78afa8fc-60fb-4141-ac60-95e3c6e00369","tool":"tensorlake","tool_name":"Tensorlake","verdict":"worked","score":null,"score_total":null,"note":"Preserves heading order and section relationships in an 84-page hybrid annual report, keeping the narrative, bullets, and figure placement aligned with the source flow.","artifact_count":3,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/873484510a8043f4aab79218961e3792.png?v=1","evidence_url":"https://aidemos.com/evidence/78afa8fc-60fb-4141-ac60-95e3c6e00369"},{"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.","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":"55895767-e0f8-4be6-9d07-f0998a55a02d","criterion":"advanced-features","criterion_name":"Advanced Features","rank_role":"context","verdict":"failed","score":null,"score_total":null,"note":"On the bar-chart schema, extract.run gets only 3 of 5 Sales values right: 2011 and 2012 are silently pulled from a different table ($69.9B and $73.3B), with no confidence or warning signal.","artifact_count":3,"evidence_url":"https://aidemos.com/evidence/55895767-e0f8-4be6-9d07-f0998a55a02d"},{"id":"7fb155c1-7886-4bd4-9e2d-1fec0f47b677","criterion":"advanced-features","criterion_name":"Advanced Features","rank_role":"context","verdict":"mixed","score":null,"score_total":null,"note":"The parse pipeline’s confidence field catches all 10 footer-number corruptions and also produces one false alarm on a correct securities table, so the signal is real but not perfectly calibrated.","artifact_count":6,"evidence_url":"https://aidemos.com/evidence/7fb155c1-7886-4bd4-9e2d-1fec0f47b677"},{"id":"5b164bff-8ffe-46e2-b493-883b4ed9fed4","criterion":"advanced-features","criterion_name":"Advanced Features","rank_role":"context","verdict":"worked","score":null,"score_total":null,"note":"The separate schema-driven extract.run endpoint cleanly recovers both a financial table and a donut chart: all requested table rows and all five donut percentages come back exactly.","artifact_count":4,"evidence_url":"https://aidemos.com/evidence/5b164bff-8ffe-46e2-b493-883b4ed9fed4"},{"id":"1961fa7a-2d5a-4ece-83fe-23b4c0399568","criterion":"complex-document-handling","criterion_name":"Complex Document Handling","rank_role":"decisive","verdict":"mixed","score":null,"score_total":null,"note":"Processes the full 84-page mixed-content report in 25.5 seconds with no truncation and keeps the hardest nested table’s 27 values exact, but 10 footer numbers are corrupted in the back two-thirds of the file.","artifact_count":9,"evidence_url":"https://aidemos.com/evidence/1961fa7a-2d5a-4ece-83fe-23b4c0399568"},{"id":"277d3d32-8789-468a-b996-53077b678a24","criterion":"markdown-quality","criterion_name":"Markdown Quality","rank_role":"decisive","verdict":"struggled","score":null,"score_total":null,"note":"Produces usable but not clean markdown: the output contains 12 <signature> tags, 2 <empty> placeholders, and literal HTML tags such as <b>, <i>, and <u> instead of pure CommonMark.","artifact_count":3,"evidence_url":"https://aidemos.com/evidence/277d3d32-8789-468a-b996-53077b678a24"},{"id":"95351b6f-5f39-4442-81c6-7e668e79d68f","criterion":"table-preservation","criterion_name":"Table Preservation","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Preserves a genuinely row-paired 52-row state table as a clean grid, keeping the 1,792 stores total and 239,539 retail-square-footage total intact.","artifact_count":4,"evidence_url":"https://aidemos.com/evidence/95351b6f-5f39-4442-81c6-7e668e79d68f"},{"id":"0521f27e-23a0-457d-a653-8d443d84ee9b","criterion":"table-preservation","criterion_name":"Table Preservation","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Mis-merges two independent side-by-side lists into one table, forcing unrelated cost-of-sales and SG&A bullets into fake row pairs where no row correspondence exists in the source.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/0521f27e-23a0-457d-a653-8d443d84ee9b"},{"id":"4171c2f8-81c8-472e-abf5-a809333282b6","criterion":"text-ocr-completeness","criterion_name":"Text & OCR Completeness","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Converts the full 84-page native-digital annual report with no skipped pages; the output contains all 84 page-marker pairs, and checked high-risk numbers survive exactly, including the $51,550,988,273 market-value figure and 599,982,121 shares outstanding.","artifact_count":7,"evidence_url":"https://aidemos.com/evidence/4171c2f8-81c8-472e-abf5-a809333282b6"},{"id":"d44d1388-5a3e-4021-94ac-d7281d773533","criterion":"visual-content-retention","criterion_name":"Visual Content Retention","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Retains visual content as real image outputs when requested: the portrait, donut chart, and bar chart are all returned as preserved figure/image crops rather than being dropped.","artifact_count":10,"evidence_url":"https://aidemos.com/evidence/d44d1388-5a3e-4021-94ac-d7281d773533"},{"id":"d6a44781-5816-4bba-9774-fad1fe0cbd76","criterion":"visual-content-retention","criterion_name":"Visual Content Retention","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Does not retain handwritten signature graphics as images: a signature crop returns only the <signature> placeholder plus the printed name/title, omitting the cursive mark itself.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/d6a44781-5816-4bba-9774-fad1fe0cbd76"}],"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":"78afa8fc-60fb-4141-ac60-95e3c6e00369","tool":"tensorlake","tool_name":"Tensorlake","verdict":"worked","score":null,"score_total":null,"note":"Preserves heading order and section relationships in an 84-page hybrid annual report, keeping the narrative, bullets, and figure placement aligned with the source flow."},{"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."}]}