{"observation":{"id":"3c7b525c-4c85-4bab-9ff6-9033a037e77c","tool":"extend-ai","tool_name":"Extend AI","criterion":"visual-content-retention","criterion_name":"Visual Content Retention","criterion_definition":"Retains charts, figures, diagrams, and images in the output and places them in the correct reading position.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"For complex PDFs, figures, charts, and images are part of the document content, so preserving them in the right place is part of the core 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. 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":"mixed","score":null,"score_total":null,"note":"Retains charts and logos as standalone figure blocks with captions, but they are extracted out of page position rather than embedded inline.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://cdn.futuresmart.ai/public/aidemos/ab0bf9cefafd4414a8fbc135950b69e8.png?v=1","role":"input","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/ce3f564ec2ac4d55860b9532a000de7b.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/58cf5b9aab7340beb34232cc81701a15.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/4e028d3da5484d129b3cfe6199c6c2e4.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/3c2a82256b3442c5b82d767ed5980b97.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":"extend-ai","tool_url":"https://aidemos.com/tools/extend-ai","permalink":"https://aidemos.com/evidence/3c7b525c-4c85-4bab-9ff6-9033a037e77c","api_url":"https://ai.aidemos.com/v1/observations/3c7b525c-4c85-4bab-9ff6-9033a037e77c"},"peers":[{"id":"f9dd710a-724a-40da-a8b5-56464ee25af3","tool":"adobe-api","tool_name":"Adobe API","verdict":"worked","score":null,"score_total":null,"note":"Keeps embedded charts and segment graphics inside the report page rather than dropping them, so the extracted page still shows the financial-highlights block and segment-sales graphics.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/07829e6dcb414445886e618cd047efb2.pdf?v=1","evidence_url":"https://aidemos.com/evidence/f9dd710a-724a-40da-a8b5-56464ee25af3"},{"id":"97bf4c42-ab87-4b0a-913c-2823e833dd10","tool":"landing-ai","tool_name":"Landing AI","verdict":"failed","score":null,"score_total":null,"note":"Replaces a waterfall chart with text, preserving the SG&A rate values and year-to-year change labels but not the chart as a visual asset in the output.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/d6cecafea14044a1800a5809e34963a2.png?v=1","evidence_url":"https://aidemos.com/evidence/97bf4c42-ab87-4b0a-913c-2823e833dd10"},{"id":"d43040d7-f125-4699-883b-439cb5b46154","tool":"llamaparse","tool_name":"LlamaParse","verdict":"mixed","score":null,"score_total":null,"note":"Represents logos and signatures as textual placeholders or descriptions rather than retaining them as image assets in the output.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/dda8055aeb4747c3885d30a81a2b993c.png?v=1","evidence_url":"https://aidemos.com/evidence/d43040d7-f125-4699-883b-439cb5b46154"},{"id":"457e867a-acde-40fc-ad65-8f9b5f51378d","tool":"mistral-ai","tool_name":"Mistral AI","verdict":"worked","score":null,"score_total":null,"note":"Visual assets are extracted into page-specific folders, keeping charts, signatures, and other document elements tied to their source pages instead of collapsing them into one consolidated output.","artifact_count":3,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/07829e6dcb414445886e618cd047efb2.pdf?v=1","evidence_url":"https://aidemos.com/evidence/457e867a-acde-40fc-ad65-8f9b5f51378d"},{"id":"83d4d64b-462a-467d-bbd9-d67ac9da8675","tool":"nutrient-io","tool_name":"Nutrient.io","verdict":"mixed","score":null,"score_total":null,"note":"Keeps the surrounding 3-signatory signature-page text, but does not extract the handwritten signatures themselves.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/1f45fe222ffc4719ad527014bd6fabbf.png?v=1","evidence_url":"https://aidemos.com/evidence/83d4d64b-462a-467d-bbd9-d67ac9da8675"},{"id":"d6a44781-5816-4bba-9774-fad1fe0cbd76","tool":"reducto","tool_name":"Reducto","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,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/415a2411bd9f4557a37c7c11b13ff186.png?v=1","evidence_url":"https://aidemos.com/evidence/d6a44781-5816-4bba-9774-fad1fe0cbd76"},{"id":"e528b05b-ad28-4fda-a633-eda580b60c6f","tool":"tensorlake","tool_name":"Tensorlake","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,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/1f45fe222ffc4719ad527014bd6fabbf.png?v=1","evidence_url":"https://aidemos.com/evidence/e528b05b-ad28-4fda-a633-eda580b60c6f"},{"id":"417a2325-3f7b-4e6f-a06f-e7653967e43e","tool":"upstage-ai","tool_name":"Upstage AI","verdict":"failed","score":null,"score_total":null,"note":"Does not retain handwritten signature content as visual output on the signatures page, leaving only partial surrounding legal text and no clearly identifiable signatures.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/1f45fe222ffc4719ad527014bd6fabbf.png?v=1","evidence_url":"https://aidemos.com/evidence/417a2325-3f7b-4e6f-a06f-e7653967e43e"}],"other_criteria":[{"id":"6cfee092-61f2-4247-aaff-49291fa4a600","criterion":"complex-document-handling","criterion_name":"Complex Document Handling","rank_role":"decisive","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.","artifact_count":3,"evidence_url":"https://aidemos.com/evidence/6cfee092-61f2-4247-aaff-49291fa4a600"},{"id":"b69aa8f8-8162-47d0-9487-6b903f8ffe84","criterion":"reading-order-structure","criterion_name":"Reading Order & Structure","rank_role":"decisive","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,"evidence_url":"https://aidemos.com/evidence/b69aa8f8-8162-47d0-9487-6b903f8ffe84"},{"id":"f09929e3-569b-4cc1-8a0e-f0dff9b4279c","criterion":"table-preservation","criterion_name":"Table Preservation","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Preserves a 5-year financial summary table with row labels and year columns aligned, keeping the annual financial grid intact in markdown.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/f09929e3-569b-4cc1-8a0e-f0dff9b4279c"},{"id":"dd1db974-fbae-43d1-8a89-bbbd8cf1255d","criterion":"text-ocr-completeness","criterion_name":"Text & OCR Completeness","rank_role":"decisive","verdict":"mixed","score":null,"score_total":null,"note":"Reads low-clarity signer and auditor markings, but the stamp OCR is not perfect: 'LLP' is misread as '1LP'.","artifact_count":5,"evidence_url":"https://aidemos.com/evidence/dd1db974-fbae-43d1-8a89-bbbd8cf1255d"}],"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":"f9dd710a-724a-40da-a8b5-56464ee25af3","tool":"adobe-api","tool_name":"Adobe API","verdict":"worked","score":null,"score_total":null,"note":"Keeps embedded charts and segment graphics inside the report page rather than dropping them, so the extracted page still shows the financial-highlights block and segment-sales graphics."},{"id":"97bf4c42-ab87-4b0a-913c-2823e833dd10","tool":"landing-ai","tool_name":"Landing AI","verdict":"failed","score":null,"score_total":null,"note":"Replaces a waterfall chart with text, preserving the SG&A rate values and year-to-year change labels but not the chart as a visual asset in the output."},{"id":"d43040d7-f125-4699-883b-439cb5b46154","tool":"llamaparse","tool_name":"LlamaParse","verdict":"mixed","score":null,"score_total":null,"note":"Represents logos and signatures as textual placeholders or descriptions rather than retaining them as image assets in the output."},{"id":"457e867a-acde-40fc-ad65-8f9b5f51378d","tool":"mistral-ai","tool_name":"Mistral AI","verdict":"worked","score":null,"score_total":null,"note":"Visual assets are extracted into page-specific folders, keeping charts, signatures, and other document elements tied to their source pages instead of collapsing them into one consolidated output."},{"id":"83d4d64b-462a-467d-bbd9-d67ac9da8675","tool":"nutrient-io","tool_name":"Nutrient.io","verdict":"mixed","score":null,"score_total":null,"note":"Keeps the surrounding 3-signatory signature-page text, but does not extract the handwritten signatures themselves."},{"id":"d6a44781-5816-4bba-9774-fad1fe0cbd76","tool":"reducto","tool_name":"Reducto","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."},{"id":"e528b05b-ad28-4fda-a633-eda580b60c6f","tool":"tensorlake","tool_name":"Tensorlake","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."},{"id":"417a2325-3f7b-4e6f-a06f-e7653967e43e","tool":"upstage-ai","tool_name":"Upstage AI","verdict":"failed","score":null,"score_total":null,"note":"Does not retain handwritten signature content as visual output on the signatures page, leaving only partial surrounding legal text and no clearly identifiable signatures."}]}