{"observation":{"id":"5b164bff-8ffe-46e2-b493-883b4ed9fed4","tool":"reducto","tool_name":"Reducto","criterion":"advanced-features","criterion_name":"Advanced Features","criterion_definition":"Provides separate table/chart extraction and flags low-confidence OCR or ambiguous regions.","criterion_evidence_type":"transformation","criterion_rank_role":"context","criterion_rank_role_reason":"Separate extraction modes and OCR confidence flags are useful workflow features, but they do not by themselves determine whether the Markdown conversion is good. (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":"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.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://cdn.futuresmart.ai/public/aidemos/27079c195497426b998691e2f7749eea.png?v=1","role":"input","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/abef8436f75943e78e44d514a4a19bdf.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/aed244578d8f4485a12793fca0ef87c6.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/dfec6357199c4ceeb1a15548cde73ae8.png?v=1","role":"input","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/5b164bff-8ffe-46e2-b493-883b4ed9fed4","api_url":"https://ai.aidemos.com/v1/observations/5b164bff-8ffe-46e2-b493-883b4ed9fed4"},"peers":[{"id":"51f08c65-3c19-4c23-8666-87b5d8a58831","tool":"landing-ai","tool_name":"Landing AI","verdict":"worked","score":null,"score_total":null,"note":"Emits semantic attestation blocks for handwritten-signature regions and a blurry signature stamp, distinguishing the signer/company name and the signature legibility instead of leaving those regions unannotated.","artifact_count":5,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/1f45fe222ffc4719ad527014bd6fabbf.png?v=1","evidence_url":"https://aidemos.com/evidence/51f08c65-3c19-4c23-8666-87b5d8a58831"},{"id":"324c753c-f3ab-4165-8bd1-eda961278d78","tool":"tensorlake","tool_name":"Tensorlake","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,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/bb341a5637d24cd7b0d5b4c5bb9effb5.png?v=1","evidence_url":"https://aidemos.com/evidence/324c753c-f3ab-4165-8bd1-eda961278d78"},{"id":"e260a099-6895-499f-ab5d-82e11a0cf513","tool":"upstage-ai","tool_name":"Upstage AI","verdict":"worked","score":null,"score_total":null,"note":"Separately extracts chart content into textual summaries and value tables, including a waterfall chart and bar charts with year/value pairs and growth statistics.","artifact_count":4,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/bb341a5637d24cd7b0d5b4c5bb9effb5.png?v=1","evidence_url":"https://aidemos.com/evidence/e260a099-6895-499f-ab5d-82e11a0cf513"}],"other_criteria":[{"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":"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":"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":"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":"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":"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":"51f08c65-3c19-4c23-8666-87b5d8a58831","tool":"landing-ai","tool_name":"Landing AI","verdict":"worked","score":null,"score_total":null,"note":"Emits semantic attestation blocks for handwritten-signature regions and a blurry signature stamp, distinguishing the signer/company name and the signature legibility instead of leaving those regions unannotated."},{"id":"324c753c-f3ab-4165-8bd1-eda961278d78","tool":"tensorlake","tool_name":"Tensorlake","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."},{"id":"e260a099-6895-499f-ab5d-82e11a0cf513","tool":"upstage-ai","tool_name":"Upstage AI","verdict":"worked","score":null,"score_total":null,"note":"Separately extracts chart content into textual summaries and value tables, including a waterfall chart and bar charts with year/value pairs and growth statistics."}]}