{"observation":{"id":"6d402ad0-3be9-4daf-ba1b-50420c603ead","tool":"nutrient-io","tool_name":"Nutrient.io","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":"financial-report-table-heavy","scenario_name":"Financial Report - Table Heavy","group_tag":"financial-report-table-heavy","scenario_description":"A table-heavy corporate financial report used to test extraction of dense, hierarchical financial statements with grouped columns, multi-row headers, segment-reporting tables, and narrative disclosures.","modality":"pdf","input_text":null,"input_artifact_refs":[{"alt":null,"url":"https://cdn.futuresmart.ai/public/aidemos/fba42ade5adb4814a3381dd4487a3910.pdf?v=1","role":"input","filename":"doc.pdf"}],"stresses":["Multi-page financial statement extraction","Hierarchical table reconstruction","Grouped columns and multi-row headers","Reading order in a report with mixed narrative and tables","Document structure retention","Markdown usability"],"verdict":"worked","score":null,"score_total":null,"note":"The tool preserves a long narrative operating-performance section with headings and paragraph flow in a quarterly financial report page.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://cdn.futuresmart.ai/public/aidemos/b6aeec75b8d843cd92c330c8ed7e32f7.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/fba42ade5adb4814a3381dd4487a3910.pdf?v=1","filename":"doc.pdf","alt":"Financial Report - Table Heavy","role":"input"}],"modality":"pdf","stresses":["Multi-page financial statement extraction","Hierarchical table reconstruction","Grouped columns and multi-row headers","Reading order in a report with mixed narrative and tables","Document structure retention","Markdown usability"]},"tool_page_slug":"nutrient-io","tool_url":"https://aidemos.com/tools/nutrient-io","permalink":"https://aidemos.com/evidence/6d402ad0-3be9-4daf-ba1b-50420c603ead","api_url":"https://ai.aidemos.com/v1/observations/6d402ad0-3be9-4daf-ba1b-50420c603ead"},"peers":[{"id":"1d364c7d-b237-4aab-83e8-71f460eb2f3f","tool":"adobe-api","tool_name":"Adobe API","verdict":"failed","score":null,"score_total":null,"note":"Collapses a nested table-of-contents page into a flat list, so the indentation-based section hierarchy is no longer represented.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/b12d5cd772a647818ad1833789b090d6.pdf?v=1","evidence_url":"https://aidemos.com/evidence/1d364c7d-b237-4aab-83e8-71f460eb2f3f"},{"id":"bc4b6065-ad76-4715-a558-d76e3cfb1103","tool":"extend-ai","tool_name":"Extend AI","verdict":"worked","score":null,"score_total":null,"note":"Keeps section hierarchy and narrative flow intact in the table-heavy quarterly financial report, preserving headings and explanatory notes instead of collapsing them into one text block.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/1967e1c5f9944428a4dbc41122a50e81.png?v=1","evidence_url":"https://aidemos.com/evidence/bc4b6065-ad76-4715-a558-d76e3cfb1103"},{"id":"b9c70af6-5ade-4248-96e3-f6a02e23da6f","tool":"landing-ai","tool_name":"Landing AI","verdict":"failed","score":null,"score_total":null,"note":"Flattens major headings on the report title/abstract page, reducing structural clarity in the opening pages.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/1036a7a2e37f4e41a92554b56a4d59ee.png?v=1","evidence_url":"https://aidemos.com/evidence/b9c70af6-5ade-4248-96e3-f6a02e23da6f"},{"id":"06f3e900-c9d1-4767-bae7-efa3ac0e9779","tool":"llamaparse","tool_name":"LlamaParse","verdict":"worked","score":null,"score_total":null,"note":"Preserves the document title, disclaimer, and section headings in a readable hierarchy for the Sumitomo Heavy Industries financial report.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/3d0164220e144971802b39f1400c7d9c.png?v=1","evidence_url":"https://aidemos.com/evidence/06f3e900-c9d1-4767-bae7-efa3ac0e9779"},{"id":"16adbd4c-8e66-485d-9c8a-4c463d4aa966","tool":"mistral-ai","tool_name":"Mistral AI","verdict":"failed","score":null,"score_total":null,"note":"The table of contents is flattened into raw text, so the original navigational hierarchy is not preserved.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/b12d5cd772a647818ad1833789b090d6.pdf?v=1","evidence_url":"https://aidemos.com/evidence/16adbd4c-8e66-485d-9c8a-4c463d4aa966"},{"id":"cb41b326-14c7-4854-ae36-24b1588cda74","tool":"reducto","tool_name":"Reducto","verdict":"failed","score":null,"score_total":null,"note":"Provides zero markdown heading markup across all 18 pages; the Roman-numeral sections and numbered subsections are flattened into plain text despite the source’s visible section hierarchy.","artifact_count":4,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/1b4327d7397e412589707a3e40e2ad25.png?v=1","evidence_url":"https://aidemos.com/evidence/cb41b326-14c7-4854-ae36-24b1588cda74"},{"id":"9bb6f16e-5cab-4c4b-86e7-adcc09d97654","tool":"tensorlake","tool_name":"Tensorlake","verdict":"worked","score":null,"score_total":null,"note":"Keeps section ordering and narrative flow in an 18-page table-heavy financial report, preserving the operating-performance section before the tabular disclosures.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/4a1b21a5855f4064b049eaf39823a417.png?v=1","evidence_url":"https://aidemos.com/evidence/9bb6f16e-5cab-4c4b-86e7-adcc09d97654"},{"id":"a3d4e38d-a868-41ef-97ba-4e95ab890a76","tool":"upstage-ai","tool_name":"Upstage AI","verdict":"failed","score":null,"score_total":null,"note":"Flattens the Summary of Operating Performance page so the section heading is no longer visually or structurally distinguished from the running text.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/91e20565ff53454384aa492ae0c1eaee.png?v=1","evidence_url":"https://aidemos.com/evidence/a3d4e38d-a868-41ef-97ba-4e95ab890a76"}],"other_criteria":[{"id":"e6305cde-5b3c-4eda-bdc9-83b05fbcfb79","criterion":"complex-document-handling","criterion_name":"Complex Document Handling","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Handles an 18-page table-heavy financial report and returns a parsed markdown output plus preview, showing end-to-end extraction on a dense corporate document.","artifact_count":6,"evidence_url":"https://aidemos.com/evidence/e6305cde-5b3c-4eda-bdc9-83b05fbcfb79"},{"id":"a86ffd95-175a-40ec-8670-6791368379df","criterion":"table-preservation","criterion_name":"Table Preservation","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Loses multi-level header organization in hierarchical tables, so parent-child column relationships are not reconstructed in the markdown output.","artifact_count":4,"evidence_url":"https://aidemos.com/evidence/a86ffd95-175a-40ec-8670-6791368379df"},{"id":"df79f428-906a-474d-a081-7c35b9d43549","criterion":"text-ocr-completeness","criterion_name":"Text & OCR Completeness","rank_role":"decisive","verdict":"struggled","score":null,"score_total":null,"note":"Partially truncates OCR on the scanned disclaimer page, dropping the right edge of several sentences in the GAAP, translation, forward-looking statements, and rounding notice.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/df79f428-906a-474d-a081-7c35b9d43549"}],"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":"1d364c7d-b237-4aab-83e8-71f460eb2f3f","tool":"adobe-api","tool_name":"Adobe API","verdict":"failed","score":null,"score_total":null,"note":"Collapses a nested table-of-contents page into a flat list, so the indentation-based section hierarchy is no longer represented."},{"id":"bc4b6065-ad76-4715-a558-d76e3cfb1103","tool":"extend-ai","tool_name":"Extend AI","verdict":"worked","score":null,"score_total":null,"note":"Keeps section hierarchy and narrative flow intact in the table-heavy quarterly financial report, preserving headings and explanatory notes instead of collapsing them into one text block."},{"id":"b9c70af6-5ade-4248-96e3-f6a02e23da6f","tool":"landing-ai","tool_name":"Landing AI","verdict":"failed","score":null,"score_total":null,"note":"Flattens major headings on the report title/abstract page, reducing structural clarity in the opening pages."},{"id":"06f3e900-c9d1-4767-bae7-efa3ac0e9779","tool":"llamaparse","tool_name":"LlamaParse","verdict":"worked","score":null,"score_total":null,"note":"Preserves the document title, disclaimer, and section headings in a readable hierarchy for the Sumitomo Heavy Industries financial report."},{"id":"16adbd4c-8e66-485d-9c8a-4c463d4aa966","tool":"mistral-ai","tool_name":"Mistral AI","verdict":"failed","score":null,"score_total":null,"note":"The table of contents is flattened into raw text, so the original navigational hierarchy is not preserved."},{"id":"cb41b326-14c7-4854-ae36-24b1588cda74","tool":"reducto","tool_name":"Reducto","verdict":"failed","score":null,"score_total":null,"note":"Provides zero markdown heading markup across all 18 pages; the Roman-numeral sections and numbered subsections are flattened into plain text despite the source’s visible section hierarchy."},{"id":"9bb6f16e-5cab-4c4b-86e7-adcc09d97654","tool":"tensorlake","tool_name":"Tensorlake","verdict":"worked","score":null,"score_total":null,"note":"Keeps section ordering and narrative flow in an 18-page table-heavy financial report, preserving the operating-performance section before the tabular disclosures."},{"id":"a3d4e38d-a868-41ef-97ba-4e95ab890a76","tool":"upstage-ai","tool_name":"Upstage AI","verdict":"failed","score":null,"score_total":null,"note":"Flattens the Summary of Operating Performance page so the section heading is no longer visually or structurally distinguished from the running text."}]}