{ "dataset": { "repo": "albertobarnabo/synthetic-receipts-ocr", "revision": "ed46e02b9b1136f6b54847c1d4bce9e94d11e55c", "split": "eval", "locale": "DE", "variant": "image_photo", "selection": "Erste passende Beispiele in ursprünglicher Split-Reihenfolge; keine Qualitätsauswahl" }, "benchmark_run": "azure-d1a40be654e0b2d5", "benchmark_sample_count": 100, "selection": "Die ersten zehn der 100 Benchmark-Bons in ursprünglicher Reihenfolge; keine Qualitätsauswahl.", "path_base": "Projektordner benchmarkbonlio; input_path und inference_image_path sind relativ dazu.", "source_metadata_path": "dataset_benchmark/input/.dataset.json", "accuracyDefinition": "OCR-Accuracy = max(0, 100 − 100 × Summe der Zeicheneditierfehler / Summe der Referenzzeichen). Alle ausgewerteten Bons zählen, auch Modellausfälle. Produkt-/Preis-/Mengenquoten = Summe exakt korrekter Felder / Summe max(Referenzartikel, Ausgabeartikel).", "method": "Referenz: fields.lines und full_text. Unicode casefold, Leerraum vereinheitlicht, Trennlinien entfernt. Primäre OCR-Prozentzahl: 100 minus über alle Referenzzeichen gewichtete CER, bei 0 begrenzt. Wortgenauigkeit entsprechend WER. Exakte Bons: kompletter normalisierter OCR-Text identisch. Artikel: globale eindeutige Namenszuordnung (Hungarian, SequenceMatcher mindestens 0,45), Namen danach exakt normalisiert, Zahlen mit Toleranz < 0,005. Micro-Feldquoten gewichten Artikel; zusätzlich vorhandene Macro-Quoten gewichten Bons gleich. Pflichtfelder Name/Menge/Zeilensumme. Fehlende Werte und Modellausfälle zählen 0; fehlgeschlagene OCR gilt als leerer Text. Ungültiges natives JSON zählt 0 beim nativen Score. Keine manuellen Häkchen gesetzt. Die Ergebnisse gelten für diese synthetische deutsche Stichprobe und die konfigurierte Pipeline.", "timingLimitations": "Während des PaddleOCR-VL-Laufs wurde das Netzteil angeschlossen. PP-OCRv6 und Paddle-Bons 1–3 liefen davor, Bon 4 im Übergang. Laufzeitmittelwerte stammen deshalb aus wechselnden Leistungszuständen; kein kontrollierter Geschwindigkeitsvergleich. OCR-Prozentwerte werden aus den tatsächlichen Ausgaben berechnet. Azure-Zeiten enthalten Netzwerk, Warteschlange und mögliche Retries; Cloud-VRAM unbekannt. GPT nutzt reasoning_effort=none; andere Anbieter verwenden ihre Standardeinstellung. Nur öffentliche synthetische Bilder wurden übertragen. Modellabhängige Reasoning-Ausnahmen: gpt-5-nano=minimal, gpt-6.1-sol=low. Mistral OCR nutzt die native OCR-API ohne Chat-Prompt, Detail-/Tokenlimit oder Annotation. Markdown wird in Text überführt; Textblöcke werden mit denselben BBox-Zeilenregeln wie lokale OCR verbunden, mehrzeilige Blockhöhen gleichmäßig aufgeteilt. Falls Block- und Markdown-Text nicht übereinstimmen, bleibt der vollständige Markdown-Text nach Entfernen der Formatierung erhalten. Native API meldet kein Abschneide-Flag. Abrechnung nach gemeldeten Seiten. Document Intelligence nutzt prebuilt-receipt, API 2024-11-30, ohne Chat-Prompt oder kostenpflichtige Add-ons. OCR-Zeilen werden nach den gemeinsamen BBox-Regeln verbunden; direkt gelieferte Artikelfelder werden separat bewertet. API-Zeit enthält Einreichen und Statusabfragen. Seitenzahl aus analyzeResult.pages; kein gesonderter Abrechnungszähler. Native API liefert kein Abschneide-Flag. Azure-Teiltests wurden ohne weitere Inferenz zusammengeführt. Die Parallelitätszahl ist die Summe ihrer konfigurierten Obergrenzen.", "costLimitations": "API-Kosten: lokale Modelle 0 USD, Cloud-Modelle als Referenzschätzung aus gemessenem Token-/Seitenverbrauch; keine Rechnung. Ohne Guthaben, F0-Kontingent, Rabatte, Steuern oder lokale Hardware-/Stromkosten. Warm-up und Vorabproben sind nicht in den 100 gewerteten Bons enthalten.", "models": [ { "id": "glm", "name": "GLM-OCR", "provider": "local", "reasoningEfforts": [], "resolvedModels": [] }, { "id": "azure-gpt-6-1-sol-dedfef", "name": "gpt-6.1-sol", "provider": "azure", "reasoningEfforts": [ "low" ], "resolvedModels": [ "gpt-6.1-sol-2026-09-29" ] }, { "id": "azure-gpt-5-6-sol-419255", "name": "gpt-5.6-sol", "provider": "azure", "reasoningEfforts": [ "none" ], "resolvedModels": [ "gpt-5.6-sol-2026-07-09" ] }, { "id": "azure-gpt-6-sol-7388db", "name": "gpt-6-sol", "provider": "azure", "reasoningEfforts": [ "none" ], "resolvedModels": [ "gpt-6-sol-2026-09-22" ] }, { "id": "azure-gpt-5-6-terra-deda3d", "name": "gpt-5.6-terra", "provider": "azure", "reasoningEfforts": [ "none" ], "resolvedModels": [ "gpt-5.6-terra-2026-07-09" ] }, { "id": "azure-mistral-ocr-4-0-effd55", "name": "mistral-ocr-4-0", "provider": "azure", "reasoningEfforts": [ "not_applicable" ], "resolvedModels": [ "mistral-ocr-4-0" ] }, { "id": "ppocr", "name": "PP-OCRv6 Medium", "provider": "local", "reasoningEfforts": [], "resolvedModels": [] }, { "id": "azure-document-intelligence-prebuilt-receipt-8d9a58", "name": "Azure Document Intelligence · Receipt", "provider": "azure", "reasoningEfforts": [ "not_applicable" ], "resolvedModels": [ "prebuilt-receipt" ] }, { "id": "azure-gpt-5-nano-6c1325", "name": "gpt-5-nano", "provider": "azure", "reasoningEfforts": [ "minimal" ], "resolvedModels": [ "gpt-5-nano-2025-08-07" ] }, { "id": "paddle-vl", "name": "PaddleOCR-VL-1.6", "provider": "local", "reasoningEfforts": [], "resolvedModels": [] }, { "id": "azure-phi-4-multimodal-instruct-e6c04d", "name": "Phi-4-multimodal-instruct", "provider": "azure", "reasoningEfforts": [ "provider_default" ], "resolvedModels": [ "vision" ] } ], "examples": [ { "number": 1, "dataset_id": "eval-000008", "benchmark_id": "bon-001-95fb8a8296-p1", "image": "images/eval-000008.png", "input_path": "dataset_benchmark/input/eval-000008.png", "inference_image_path": "azure_benchmark/runs/azure-d1a40be654e0b2d5/images/bon-001-95fb8a8296-p1.png", "input_sha256": "95fb8a82964beccfd503808e7b928599361aafdfa87d91df68d0d74944983a9d", "image_width": 798, "image_height": 837, "reference": { "id": "eval-000008", "full_text": "MARKT CREEPYPARTY\nBAHNHOFSTR. 189\nTEL +49 43 1999870\nUSt-IdNr DE564494683\n------------------------------------------\n26.01.2024 18:16\nBELEG 4-64134-354 S. 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MwSt 19% 11,40 EUR\n\nMASTERCARD 101,39 EUR\n\n VIELEN DANK FUER IHREN EINKAU", "parsed": { "store": null, "date": "23.09.2023", "currency": "EUR", "total": 101.39, "items": [ { "name": "TYLE PER MADEA", "quantity": null, "unit": null, "unit_price": null, "line_total": 12.99, "source_line": "TYLE PER MADEA 12,99 EUR" }, { "name": "NEW BALANCE 519 LACE-UP", "quantity": null, "unit": null, "unit_price": null, "line_total": 4.98, "source_line": "NEW BALANCE 519 LACE-UP 4,98 EUR" }, { "name": "GOOD EART SWT AND", "quantity": null, "unit": null, "unit_price": null, "line_total": 29.99, "source_line": "GOOD EART SWT AND 29,99 EUR" }, { "name": "UNDER ARMOU ADULT", "quantity": null, "unit": null, "unit_price": null, "line_total": 4.99, "source_line": "UNDER ARMOU ADULT 4,99 EUR" }, { "name": "UGG NML BOOT", "quantity": 2.0, "unit": "x", "unit_price": 19.99, "line_total": 39.98, "source_line": "UGG NML BOOT 39,98 EUR" }, { "name": "LE FLE SEL CMRG JMB", "quantity": null, "unit": null, "unit_price": null, "line_total": 1.99, "source_line": "LE FLE SEL CMRG JMB 1,99 EUR" }, { "name": "DAYDAY PRSNLZD CAT CLLR", "quantity": null, "unit": null, "unit_price": null, "line_total": 0.49, "source_line": "DAYDAY PRSNLZD CAT CLLR 0,49 EUR" }, { "name": "VONT BOOK LIGHT", "quantity": 2.0, "unit": "x", "unit_price": 2.99, "line_total": 5.98, "source_line": "VONT BOOK LIGHT 5,98 EUR" } ] }, "parser": "shared-receipt-rules-v1", "structured_source": "OCR + gemeinsamer Regelparser", "native_extraction": null, "reasoning_effort": "none", "resolved_model": "gpt-5.6-sol-2026-07-09", "ocr_details": { "truncated": false, "finish_reason": "stop", "image_detail": "high", "max_output_tokens": 3072 }, "metrics": { "model": "azure-gpt-5-6-sol-419255", "receipt_id": "bon-006-e17c2f8b04-p1", "status": "ok", "reference_chars": 462, "character_errors": 1, "exact_text": false, "pipeline": { "quality": { "name": 100.0, "quantity": 25.0, "line_total": 100.0, "unit_price": 25.0 }, "correct": { "name": 8, "quantity": 2, "line_total": 8, "unit_price": 2 }, "denominator": 8, "score": 75.0, "predicted_items": 8, "reference_items": 8, "alignment": [ { "predicted_index": 0, "reference_index": 0, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 1, "reference_index": 1, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 2, "reference_index": 2, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 3, "reference_index": 3, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 4, "reference_index": 4, "marks": { "name": true, "quantity": true, "line_total": true, "unit_price": true } }, { "predicted_index": 5, "reference_index": 5, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 6, "reference_index": 6, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 7, "reference_index": 7, "marks": { "name": true, "quantity": true, "line_total": true, "unit_price": true } } ] }, "seconds": 4.605812920999597, "costUsd": 0.008176000000000001, "tokens": { "input_tokens": 769, "uncached_input_tokens": 769, "cached_input_tokens": 0, "cache_write_tokens": 0, "output_tokens": 255, "reasoning_tokens": 0 }, "pages": null } }, "azure-gpt-6-sol-7388db": { "raw_text": "KAUFHAUS MORETTI\nGARTENWEG 216\nUSt-IdNr DE255856057\n--------------------------------------------------\n23.09.2023 14:44\nBELEG 8-34265-285 BED. 04\n--------------------------------------------------\nTYLE PER MADE 12,99 EUR\nNEW BALANCE 519 LACE-UP 4,98 EUR\nGOOD EART SWT AND 29,99 EUR\nUNDER ARMOU ADULT 4,99 EUR\nUGG NML BOOT 39,98 EUR\n 2 x 19,99 EUR\nLE FLE SEL CMRG JMB 1,99 EUR\nDAYDAY PRSNLZD CAT CLLR 0,49 EUR\nVONT BOOK LIGHT 5,98 EUR\n 2 x 2,99 EUR\n--------------------------------------------------\nSUMME 101,39 EUR\nENTH. MwSt 7% 1,96 EUR\nENTH. 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WEBER\nMILE DAV MLS\n2,98 EUR\n2 x 1,49 EUR\nKINYANCO 2-PCK ANLG\n7,99 EUR\nSUMME\n10,97 EUR\nENTH. MwSt 19%\n1,75 EUR\nKONTAKTLOS\n10,97 EUR\nPUNKTE +85", "parsed": { "store": null, "date": "09.04.2022", "currency": "EUR", "total": null, "items": [] }, "parser": "shared-receipt-rules-v1", "structured_source": "OCR + gemeinsamer Regelparser", "native_extraction": null, "reasoning_effort": "provider_default", "resolved_model": "vision", "ocr_details": { "truncated": false, "finish_reason": "stop", "image_detail": "high", "max_output_tokens": 3072 }, "metrics": { "model": "azure-phi-4-multimodal-instruct-e6c04d", "receipt_id": "bon-007-d532524db8-p1", "status": "ok", "reference_chars": 277, "character_errors": 32, "exact_text": false, "pipeline": { "quality": { "name": 0.0, "quantity": 0.0, "line_total": 0.0, "unit_price": 0.0 }, "correct": { "name": 0, "quantity": 0, "line_total": 0, "unit_price": 0 }, "denominator": 2, "score": 0.0, "predicted_items": 0, "reference_items": 2, "alignment": [] }, "seconds": 9.64651906799918, "costUsd": 0.00013576000000000001, "tokens": { "input_tokens": 1181, "uncached_input_tokens": 1181, "cached_input_tokens": 0, "cache_write_tokens": 0, "output_tokens": 129, "reasoning_tokens": 0 }, "pages": null } } } }, { "number": 8, "dataset_id": "eval-000038", "benchmark_id": "bon-008-4c90f49420-p1", "image": "images/eval-000038.png", "input_path": "dataset_benchmark/input/eval-000038.png", "inference_image_path": "azure_benchmark/runs/azure-d1a40be654e0b2d5/images/bon-008-4c90f49420-p1.png", "input_sha256": "4c90f494201a7bad13600d8dd1520c16fc61beb620e924d8e1b8da2ff5675a69", "image_width": 498, "image_height": 682, "reference": { "id": "eval-000038", "full_text": "HANDEL MORETTI\nMARKTPLATZ 271\nTEL +49 72 3571705\nUSt-IdNr DE352957254\n--------------------------------\n23.08.2020 11:58\nBELEG 1-70932-529 KASSE 2\n--------------------------------\nLIFESTRIDE WMNS DVRS 9,99 EUR\nHAS CHE BOARD 4,99 EUR\nSIGNATUR SIG LEVI STRSS 1,99 EUR\nCNWY CMPNG STOVE WOOD 4,99 EUR\n--------------------------------\nSUMME 21,96 EUR\nENTH. MwSt 19% 3,51 EUR\n \nBAR 23,96 EUR\nRUECKGELD 2,00 EUR\nPUNKTE +62\n \nAUF WIEDERSEHEN", "fields": { "locale": "DE", "merchant": "HANDEL MORETTI", "address": "MARKTPLATZ 271", "phone": "+49 72 3571705", "tax_id": "USt-IdNr DE352957254", "date": "23.08.2020", "time": "11:58", "receipt_no": "1-70932-529", "cashier": "KASSE 2", "currency": "EUR", "lines": [ { "name": "LIFESTRIDE WMNS DVRS", "qty": 1, "unit_price": 9.99, "total": 9.99, "tax_rate": 0.19, "source_title": "LifeStride womens Diverse Flat, Soft Gold, 9 Wide US" }, { "name": "HAS CHE BOARD", "qty": 1, "unit_price": 4.99, "total": 4.99, "tax_rate": 0.19, "source_title": "Hasbro Hi Ho! Cherry-O Board Game for 2 to 4 Players Kids Ages 3 and Up (Amazon Exclusive)" }, { "name": "SIGNATUR SIG LEVI STRSS", "qty": 1, "unit_price": 1.99, "total": 1.99, "tax_rate": 0.19, "source_title": "Signature by Levi Strauss & Co Women's Totally Shaping Bootcut Jeans, Rhapsody, 14 Short" }, { "name": "CNWY CMPNG STOVE WOOD", "qty": 1, "unit_price": 4.99, "total": 4.99, "tax_rate": 0.19, "source_title": "CANWAY Camping Stove, Wood Stove/Backpacking Stove,Portable Stainless Steel Wood Burning Stove with Nylon Carry Bag for" } ], "subtotal": null, "taxes": [ { "label": "MwSt 19%", "rate": 0.19, "amount": 3.51 } ], "tax_included": true, "total": 21.96, "payment": "BAR", "tendered": 23.96, "change": 2.0, "loyalty": "PUNKTE +62" }, "n_items": 4, "degradations": "perspective,thermal_fade,noise,blur,jpeg64" }, "outputs": { "glm": { "raw_text": "HANDEL MORETTI\nMARKTPLATZ 271\nTEL +49 72 3571705\nUSt-IdNr DE352957254\n\n23.08.2020 11:58\nBELEG 1-70932-529 KASSE 2\n\nLIFESTRIDE WMNS DVRS 9,99 EUR\nHAS CHE BOARD 4,99 EUR\nSIGNATUR SIG LEVI STRSS 1,99 EUR\nCNWY CMPNG STOVE WOOD 4,99 EUR\n\nSUMME 21,96 EUR\nENTH. MwSt 19% 3,51 EUR\n\nBAR 23,96 EUR\nRUECKGELD 2,00 EUR\nPUNKTE +62\n\nAUF WIEDERSEHEN", "parsed": { "store": null, "date": "23.08.2020", "currency": "EUR", "total": 21.96, "items": [ { "name": "LIFESTRIDE WMNS DVRS", "quantity": null, "unit": null, "unit_price": null, "line_total": 9.99, "source_line": "LIFESTRIDE WMNS DVRS 9,99 EUR" }, { "name": "HAS CHE BOARD", "quantity": null, "unit": null, "unit_price": null, "line_total": 4.99, "source_line": "HAS CHE BOARD 4,99 EUR" }, { "name": "SIGNATUR SIG LEVI STRSS", "quantity": null, "unit": null, "unit_price": null, "line_total": 1.99, "source_line": "SIGNATUR SIG LEVI STRSS 1,99 EUR" }, { "name": "CNWY CMPNG STOVE WOOD", "quantity": null, "unit": null, "unit_price": null, "line_total": 4.99, "source_line": "CNWY CMPNG STOVE WOOD 4,99 EUR" } ] }, "parser": "shared-receipt-rules-v1", "structured_source": "OCR + gemeinsamer Regelparser", "native_extraction": null, "reasoning_effort": null, "resolved_model": null, "ocr_details": { "generated_tokens": 226, "truncated": false, "prompt": "Text Recognition:" }, "metrics": { "model": "glm", "receipt_id": "bon-008-4c90f49420-p1", "status": "ok", "reference_chars": 329, "character_errors": 0, "exact_text": true, "pipeline": { "quality": { "name": 100.0, "quantity": 0.0, "line_total": 100.0, "unit_price": 0.0 }, "correct": { "name": 4, "quantity": 0, "line_total": 4, "unit_price": 0 }, "denominator": 4, "score": 66.66666666666667, "predicted_items": 4, "reference_items": 4, "alignment": [ { "predicted_index": 0, "reference_index": 0, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 1, "reference_index": 1, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 2, "reference_index": 2, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 3, "reference_index": 3, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } } ] }, "seconds": 5.095448870000837, "costUsd": 0, "tokens": null, "pages": null } }, "azure-gpt-6-1-sol-dedfef": { "raw_text": "HANDEL MORETTI\nMARKTPLATZ 7I\nTEL +49 72 3571705\nUSt-IdNr DE352957254\n-------------------------------\n23.08.2020 11:58\nBELEG 1-70932-529 KASSE 2\n-------------------------------\nLIFESTRIDE WMNS DVRS 9,99 EUR\nHAS CHE BOARD 4,99 EUR\nSIGNATUR SIG LEVI STRSS 1,99 EUR\nCNWY CMPNG STOVE WOOD 4,99 EUR\n-------------------------------\nSUMME 21,96 EUR\nENTH. MwSt 19% 3,51 EUR\n\nBAR 23,96 EUR\nRUECKGELD 2,00 EUR\nPUNKTE +62\n\nAUF WIEDERSEHEN", "parsed": { "store": null, "date": "23.08.2020", "currency": "EUR", "total": 21.96, "items": [ { "name": "LIFESTRIDE WMNS DVRS", "quantity": null, "unit": null, "unit_price": null, "line_total": 9.99, "source_line": "LIFESTRIDE WMNS DVRS 9,99 EUR" }, { "name": "HAS CHE BOARD", "quantity": null, "unit": null, "unit_price": null, "line_total": 4.99, "source_line": "HAS CHE BOARD 4,99 EUR" }, { "name": "SIGNATUR SIG LEVI STRSS", "quantity": null, "unit": null, "unit_price": null, "line_total": 1.99, "source_line": "SIGNATUR SIG LEVI STRSS 1,99 EUR" }, { "name": "CNWY CMPNG STOVE WOOD", "quantity": null, "unit": null, "unit_price": null, "line_total": 4.99, "source_line": "CNWY CMPNG STOVE WOOD 4,99 EUR" } ] }, "parser": "shared-receipt-rules-v1", "structured_source": "OCR + gemeinsamer Regelparser", "native_extraction": null, "reasoning_effort": "low", "resolved_model": "gpt-6.1-sol-2026-09-29", "ocr_details": { "truncated": false, "finish_reason": "stop", "image_detail": "high", "max_output_tokens": 3072 }, "metrics": { "model": "azure-gpt-6-1-sol-dedfef", "receipt_id": "bon-008-4c90f49420-p1", "status": "ok", "reference_chars": 329, "character_errors": 2, "exact_text": false, "pipeline": { "quality": { "name": 100.0, "quantity": 0.0, "line_total": 100.0, "unit_price": 0.0 }, "correct": { "name": 4, "quantity": 0, "line_total": 4, "unit_price": 0 }, "denominator": 4, "score": 66.66666666666667, "predicted_items": 4, "reference_items": 4, "alignment": [ { "predicted_index": 0, "reference_index": 0, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 1, "reference_index": 1, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 2, "reference_index": 2, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 3, "reference_index": 3, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } } ] }, "seconds": 7.17024513999786, "costUsd": 0.0028320000000000003, "tokens": { "input_tokens": 501, "uncached_input_tokens": 501, "cached_input_tokens": 0, "cache_write_tokens": 0, "output_tokens": 183, "reasoning_tokens": 0 }, "pages": null } }, "azure-gpt-5-6-sol-419255": { "raw_text": "HANDEL MORETTI\nMARKTPLATZ 271\nTEL +49 72 3571795\nUSt-IdNr DE352957254\n------------------------------\n23.08.2020 11:58\nBELEG 1-70932-529 KASSE 2\n------------------------------\nLIFESTRIDE WMNS DVRS 9,99 EUR\nHAS CHE BOARD 4,99 EUR\nSIGNATUR SIG LEVI STRSS 1,99 EUR\nCNWY CMPNG STOVE WOOD 4,99 EUR\n------------------------------\nSUMME 21,96 EUR\nENTH. MwSt 19% 3,51 EUR\n\nBAR 23,96 EUR\nRUECKGELD 2,00 EUR\nPUNKTE +62\n\nAUF WIEDERSEHEN", "parsed": { "store": null, "date": "23.08.2020", "currency": "EUR", "total": 21.96, "items": [ { "name": "LIFESTRIDE WMNS DVRS", "quantity": null, "unit": null, "unit_price": null, "line_total": 9.99, "source_line": "LIFESTRIDE WMNS DVRS 9,99 EUR" }, { "name": "HAS CHE BOARD", "quantity": null, "unit": null, "unit_price": null, "line_total": 4.99, "source_line": "HAS CHE BOARD 4,99 EUR" }, { "name": "SIGNATUR SIG LEVI STRSS", "quantity": null, "unit": null, "unit_price": null, "line_total": 1.99, "source_line": "SIGNATUR SIG LEVI STRSS 1,99 EUR" }, { "name": "CNWY CMPNG STOVE WOOD", "quantity": null, "unit": null, "unit_price": null, "line_total": 4.99, "source_line": "CNWY CMPNG STOVE WOOD 4,99 EUR" } ] }, "parser": "shared-receipt-rules-v1", "structured_source": "OCR + gemeinsamer Regelparser", "native_extraction": null, "reasoning_effort": "none", "resolved_model": "gpt-5.6-sol-2026-07-09", "ocr_details": { "truncated": false, "finish_reason": "stop", "image_detail": "high", "max_output_tokens": 3072 }, "metrics": { "model": "azure-gpt-5-6-sol-419255", "receipt_id": "bon-008-4c90f49420-p1", "status": "ok", "reference_chars": 329, "character_errors": 1, "exact_text": false, "pipeline": { "quality": { "name": 100.0, "quantity": 0.0, "line_total": 100.0, "unit_price": 0.0 }, "correct": { "name": 4, "quantity": 0, "line_total": 4, "unit_price": 0 }, "denominator": 4, "score": 66.66666666666667, "predicted_items": 4, "reference_items": 4, "alignment": [ { "predicted_index": 0, "reference_index": 0, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 1, "reference_index": 1, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 2, "reference_index": 2, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 3, "reference_index": 3, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } } ] }, "seconds": 2.9988907649967587, "costUsd": 0.005644, "tokens": { "input_tokens": 501, "uncached_input_tokens": 501, "cached_input_tokens": 0, "cache_write_tokens": 0, "output_tokens": 182, "reasoning_tokens": 0 }, "pages": null } }, "azure-gpt-6-sol-7388db": { "raw_text": "HANDEL MORETTI\nMARKTPLATZ 271\nTEL +49 72 3571705\nUSt-IdNr DE352957254\n-------------------------------\n23.08.2020 11:58\nBELEG 1-70932-529 KASSE 2\n-------------------------------\nLIFESTRIDE WMNS DVRS 9,99 EUR\nHAS CHE BOARD 4,99 EUR\nSIGNATUR SIG LEVI STRSS 1,99 EUR\nCNWY CMPNG STOVE WOOD 4,99 EUR\n-------------------------------\nSUMME 21,96 EUR\nENTH. MwSt 19% 3,51 EUR\nBAR 23,96 EUR\nRUECKGELD 2,00 EUR\nPUNKTE +62\nAUF WIEDERSEHEN", "parsed": { "store": null, "date": "23.08.2020", "currency": "EUR", "total": 21.96, "items": [ { "name": "LIFESTRIDE WMNS DVRS", "quantity": null, "unit": null, "unit_price": null, "line_total": 9.99, "source_line": "LIFESTRIDE WMNS DVRS 9,99 EUR" }, { "name": "HAS CHE BOARD", "quantity": null, "unit": null, "unit_price": null, "line_total": 4.99, "source_line": "HAS CHE BOARD 4,99 EUR" }, { "name": "SIGNATUR SIG LEVI STRSS", "quantity": null, "unit": null, "unit_price": null, "line_total": 1.99, "source_line": "SIGNATUR SIG LEVI STRSS 1,99 EUR" }, { "name": "CNWY CMPNG STOVE WOOD", "quantity": null, "unit": null, "unit_price": null, "line_total": 4.99, "source_line": "CNWY CMPNG STOVE WOOD 4,99 EUR" } ] }, "parser": "shared-receipt-rules-v1", "structured_source": "OCR + gemeinsamer Regelparser", "native_extraction": null, "reasoning_effort": "none", "resolved_model": "gpt-6-sol-2026-09-22", "ocr_details": { "truncated": false, "finish_reason": "stop", "image_detail": "high", "max_output_tokens": 3072 }, "metrics": { "model": "azure-gpt-6-sol-7388db", "receipt_id": "bon-008-4c90f49420-p1", "status": "ok", "reference_chars": 329, "character_errors": 0, "exact_text": true, "pipeline": { "quality": { "name": 100.0, "quantity": 0.0, "line_total": 100.0, "unit_price": 0.0 }, "correct": { "name": 4, "quantity": 0, "line_total": 4, "unit_price": 0 }, "denominator": 4, "score": 66.66666666666667, "predicted_items": 4, "reference_items": 4, "alignment": [ { "predicted_index": 0, "reference_index": 0, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 1, "reference_index": 1, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 2, "reference_index": 2, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } }, { "predicted_index": 3, "reference_index": 3, "marks": { "name": true, "quantity": false, "line_total": true, "unit_price": false } } ] }, "seconds": 2.6655680500043673, "costUsd": 0.002732, "tokens": { "input_tokens": 501, "uncached_input_tokens": 501, "cached_input_tokens": 0, "cache_write_tokens": 0, "output_tokens": 173, "reasoning_tokens": 0 }, "pages": null } }, "azure-gpt-5-6-terra-deda3d": { "raw_text": "HANDEL MORETTI\nMARKTPLATZ 271\nTEL +49 72 3571705\nUSt-IdNr. DE352957254\n--------------------------------\n23.08.2020 11:58\nBELEG 1-70932-529 KASSE 2\n--------------------------------\nLIFESTRIDE WMNS DVRS 9,99 EUR\nHAS CHE BOARD 4,99 EUR\nSIGNATUR SIG LEVI STRSS 1,99 EUR\nCNWY CMPNG STOVE WOOD 4,99 EUR\n--------------------------------\nSUMME 21,96 EUR\nENTH. 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MwSt 19% 21,85 EUR\n \nGIROCARD 136,87 EUR\nPUNKTE +44\n \nVIELEN DANK FUER IHREN EINKAUF", "fields": { "locale": "DE", "merchant": "MARKT GARCIA", "address": "BAHNHOFSTR. 195", "phone": null, "tax_id": null, "date": "10.06.2022", "time": "11:50", "receipt_no": "8-54470-552", "cashier": "KASSE 1", "currency": "EUR", "lines": [ { "name": "ENFAMIL 10/PK STANDA FLO", "qty": 1, "unit_price": 1.49, "total": 1.49, "tax_rate": 0.19, "source_title": "10/pk - Enfamil Standard Flow Soft Disposable Nipples" }, { "name": "WAIT FLY CUTE ELEPH", "qty": 1, "unit_price": 7.99, "total": 7.99, "tax_rate": 0.19, "source_title": "WAIT FLY Cute Elephant Shaped White Pink Resin Piggy Bank Coin Bank Money Bank Gifts for Lovers Children Home Decoration" }, { "name": "RADO MEN AUTO WATC R3202", "qty": 1, "unit_price": 2.99, "total": 2.99, "tax_rate": 0.19, "source_title": "Rado Men's Automatic Watch R32025115" }, { "name": "CLASSIC 2 GLLN DRINK", "qty": 1, "unit_price": 59.98, "total": 59.98, "tax_rate": 0.19, "source_title": "2 Gallon Drink Dispenser-BPA-Free, Shatter Proof, with Detachable Stand, Lid, Cooling Cylinder for Ice, and Infusion Bow" }, { "name": "AHA SHOWER CRTN SET", "qty": 1, "unit_price": 4.99, "total": 4.99, "tax_rate": 0.19, "source_title": "Ahawoso Shower Curtain Set with Hooks 72x78 Square Template Silver Cubes Gray Sequins Disco Metallic Box Vintage Glamour" }, { "name": "LIAMTU COPPE ALUMIN", "qty": 1, "unit_price": 3.49, "total": 3.49, "tax_rate": 0.19, "source_title": "LIAMTU Copper Aluminum Tubing Bender Kit with Tube Cutter for HVAC Refrigeration System Maintenance" }, { "name": "REMINGTO PTMT RUFF", "qty": 1, "unit_price": 15.98, "total": 15.98, "tax_rate": 0.19, "source_title": "Petmate Ruff Maxx Kennel 28\" 25-30Lbs" }, { "name": "YELLOW JACKET PREMI SKA", "qty": 1, "unit_price": 4.99, "total": 4.99, "tax_rate": 0.19, "source_title": "Yellow Jacket Premium Skateboard Bearings, Pro Longboard Bearings, 608, ABEC 11, Washers and Spacers, Tropical Orange (P" }, { "name": "STREAMLI STRE TLR-3 UPS", "qty": 1, "unit_price": 29.99, "total": 29.99, "tax_rate": 0.19, "source_title": "STREAMLIGHT TLR-3 Ups Conversion Kit" }, { "name": "SKECHERS WOMEN SNKSSD CR", "qty": 2, "unit_price": 2.49, "total": 4.98, "tax_rate": 0.19, "source_title": "Skechers Women's Sunkissed Crop Muscle Athletic Fit Tank Top, Pink Lemonade, M" } ], "subtotal": null, "taxes": [ { "label": "MwSt 19%", "rate": 0.19, "amount": 21.85 } ], "tax_included": true, "total": 136.87, "payment": "GIROCARD", "tendered": null, "change": null, "loyalty": "PUNKTE +44" }, "n_items": 10, "degradations": "perspective,lighting,noise,jpeg58" }, "outputs": { "glm": { "raw_text": "MARKT GARCIA\nBAHNHOFSTR. 195\n\n10.06.2022 11:50\nBELEG 8-54470-552 KASSE 1\n\nENFAMIL 10/PK STANDA FLO 1,49 EUR\nWAIT FLY CUTE ELEPH 7,99 EUR\nRADO MEN AUTO WATC R3202 2,99 EUR\nCLASSIC 2 GLLN DRINK 59,98 EUR\nAHA SHOWER CRTN SET 4,99 EUR\nLIAMTU COPPE ALUMIN 3,49 EUR\nREMINGTO PTMT RUFF 15,98 EUR\nYELLOW JACKET PREMI SKA 4,99 EUR\nSTREAMLI STRE TLR-3 UPS 29,99 EUR\nSKECHERS WOMEN SNKSSD CR 4,98 EUR\n2 x 2,49 EUR\n\nSUMME 136,87 EUR\nENTH. 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