{"observation":{"id":"1961fa7a-2d5a-4ece-83fe-23b4c0399568","tool":"reducto","tool_name":"Reducto","criterion":"complex-document-handling","criterion_name":"Complex Document Handling","criterion_definition":"Maintains quality across long, multi-section, and mixed-content documents without degradation.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"The subject explicitly says complex PDF, so sustained quality across long, mixed-content documents is central to the tool’s ability to do the job. (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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file.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/research-media-reducto-input1-hybridearnings-output-2e5bed5d1e5a.md","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/41bc5598bb7b435183db3276504f8a16.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/f8b0606a62bc48e88b158aff7d49f612.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/72b44dc073b141fe97a33fa9c85fe6f5.png?v=1","role":"input","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/727297227d5f4e678e5c7b3fa5333948.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/56567a516ff04122893708b10c7f20fe.png?v=1","role":"input","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/e2c054f78da0410dbeb6080e4f643617.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/0c833d8fd0e64742b11b4395accde1c9.png?v=1","role":"input","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/1143a704247c4ef28a90702e1c17b0b2.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/1961fa7a-2d5a-4ece-83fe-23b4c0399568","api_url":"https://ai.aidemos.com/v1/observations/1961fa7a-2d5a-4ece-83fe-23b4c0399568"},"peers":[{"id":"b6400536-c5b3-4232-860e-82a4570ba4fb","tool":"adobe-api","tool_name":"Adobe 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cleanup.","artifact_count":3,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/07829e6dcb414445886e618cd047efb2.pdf?v=1","evidence_url":"https://aidemos.com/evidence/6cfee092-61f2-4247-aaff-49291fa4a600"},{"id":"067d4ba1-ae97-4111-b551-af220e9d5046","tool":"llamaparse","tool_name":"LlamaParse","verdict":"worked","score":null,"score_total":null,"note":"Handles an 84-page mixed-content annual report end-to-end and reaches SUCCESS in the Results view without manual correction.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/df693717929743e88e88420c4dca7ef2.mp4?v=1","evidence_url":"https://aidemos.com/evidence/067d4ba1-ae97-4111-b551-af220e9d5046"},{"id":"8217f0a1-861e-4d16-9d7a-f644f646e9c2","tool":"mistral-ai","tool_name":"Mistral AI","verdict":"worked","score":null,"score_total":null,"note":"The tool handles an 84-page mixed-content annual report end-to-end, including tables, charts, and scanned signature/stamp regions, and returns usable markdown output without manual correction.","artifact_count":5,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/5b75fe2928234e9eb83c5d154f00d4eb.mp4?v=1","evidence_url":"https://aidemos.com/evidence/8217f0a1-861e-4d16-9d7a-f644f646e9c2"},{"id":"b8766f4f-a4c2-4305-a922-cf1617bc9713","tool":"nutrient-io","tool_name":"Nutrient.io","verdict":"worked","score":null,"score_total":null,"note":"Handles an 84-page mixed-content annual report end to end, including native text, tables, charts, and scanned signature pages, and returns a markdown export.","artifact_count":3,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/07829e6dcb414445886e618cd047efb2.pdf?v=1","evidence_url":"https://aidemos.com/evidence/b8766f4f-a4c2-4305-a922-cf1617bc9713"},{"id":"cc063370-eea8-45f8-aabb-b5ba6830abae","tool":"pdfvector","tool_name":"PDFVector","verdict":"worked","score":null,"score_total":null,"note":"Handled an 84-page hybrid annual report without errors.","artifact_count":4,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/07829e6dcb414445886e618cd047efb2.pdf?v=1","evidence_url":"https://aidemos.com/evidence/cc063370-eea8-45f8-aabb-b5ba6830abae"},{"id":"b119f634-824d-42b8-8ece-5462ea6b4f0c","tool":"tensorlake","tool_name":"Tensorlake","verdict":"worked","score":null,"score_total":null,"note":"Processes an 84-page mixed-content annual report without collapsing the hierarchy, keeping text, tables, charts, and scanned signatures usable within the extracted workflow.","artifact_count":7,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/b5fe76bd1e0a4c67a7f552a313dd5116.png?v=1","evidence_url":"https://aidemos.com/evidence/b119f634-824d-42b8-8ece-5462ea6b4f0c"},{"id":"4f68e405-a4c7-4191-b4bc-3c3a430b14b4","tool":"upstage-ai","tool_name":"Upstage AI","verdict":"mixed","score":null,"score_total":null,"note":"Handles an 84-page hybrid report end to end, but quality degrades on signatures and multicolumn pages rather than staying uniform across the document.","artifact_count":4,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/07829e6dcb414445886e618cd047efb2.pdf?v=1","evidence_url":"https://aidemos.com/evidence/4f68e405-a4c7-4191-b4bc-3c3a430b14b4"}],"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":"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":"88babab8-a43b-4c7e-9f67-8dd32e3984bd","criterion":"reading-order-structure","criterion_name":"Reading Order & Structure","rank_role":"decisive","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.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/88babab8-a43b-4c7e-9f67-8dd32e3984bd"},{"id":"77c69713-eb97-47e0-8b45-b4d8c8902bc2","criterion":"reading-order-structure","criterion_name":"Reading Order & Structure","rank_role":"decisive","verdict":"struggled","score":null,"score_total":null,"note":"Drops heading structure on most of the filing: the FORM 10-K opening area receives no # or ## markup, and the report says 80 of 84 pages stay as plain paragraphs rather than navigable section headings.","artifact_count":4,"evidence_url":"https://aidemos.com/evidence/77c69713-eb97-47e0-8b45-b4d8c8902bc2"},{"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":"b6400536-c5b3-4232-860e-82a4570ba4fb","tool":"adobe-api","tool_name":"Adobe API","verdict":"worked","score":null,"score_total":null,"note":"Processes a long mixed-content annual report in one automated run, keeping tables, charts, and scanned signature pages in the extracted output."},{"id":"6cfee092-61f2-4247-aaff-49291fa4a600","tool":"extend-ai","tool_name":"Extend AI","verdict":"worked","score":null,"score_total":null,"note":"Processes an 84-page hybrid annual report end-to-end across native text, tables, charts, and scan-only signature regions without manual cleanup."},{"id":"067d4ba1-ae97-4111-b551-af220e9d5046","tool":"llamaparse","tool_name":"LlamaParse","verdict":"worked","score":null,"score_total":null,"note":"Handles an 84-page mixed-content annual report end-to-end and reaches SUCCESS in the Results view without manual correction."},{"id":"8217f0a1-861e-4d16-9d7a-f644f646e9c2","tool":"mistral-ai","tool_name":"Mistral AI","verdict":"worked","score":null,"score_total":null,"note":"The tool handles an 84-page mixed-content annual report end-to-end, including tables, charts, and scanned signature/stamp regions, and returns usable markdown output without manual correction."},{"id":"b8766f4f-a4c2-4305-a922-cf1617bc9713","tool":"nutrient-io","tool_name":"Nutrient.io","verdict":"worked","score":null,"score_total":null,"note":"Handles an 84-page mixed-content annual report end to end, including native text, tables, charts, and scanned signature pages, and returns a markdown export."},{"id":"cc063370-eea8-45f8-aabb-b5ba6830abae","tool":"pdfvector","tool_name":"PDFVector","verdict":"worked","score":null,"score_total":null,"note":"Handled an 84-page hybrid annual report without errors."},{"id":"b119f634-824d-42b8-8ece-5462ea6b4f0c","tool":"tensorlake","tool_name":"Tensorlake","verdict":"worked","score":null,"score_total":null,"note":"Processes an 84-page mixed-content annual report without collapsing the hierarchy, keeping text, tables, charts, and scanned signatures usable within the extracted workflow."},{"id":"4f68e405-a4c7-4191-b4bc-3c3a430b14b4","tool":"upstage-ai","tool_name":"Upstage AI","verdict":"mixed","score":null,"score_total":null,"note":"Handles an 84-page hybrid report end to end, but quality degrades on signatures and multicolumn pages rather than staying uniform across the document."}]}