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Giant Stance E+ 1

bikeexchange:giant_stance_eplus_1_2027 · source URL · confidence 0.64 · GTIN 4711291252820

Eligibility

Cannot win: confidence 0.64 below 0.75; e-bike bikes are not value-ranked yet (no e-bike-specific equipment model)

Size decisions

A shopper asking for: 54 → nothing compatible · 56 → nothing compatible · 58 → nothing compatible · 60 → nothing compatible

Identity

Canonical configuration: Giant | STANCE E+ 1 | CUES | 2027
Confidence: medium

• brand exact (Giant)
• model normalized to "stance e 1"
• groupset family exact (CUES)
• model year 2027 on 5 of 8 listings, unstated on the rest
• GTIN match (4711291252769, 4711291252776, 4711291252783, +5 more)
• 8 listings across 6 retailers
• downgraded to medium: listings disagree on suspension: none vs front vs full
• conflict: suspension: none vs front vs full

Provenance — why we believe each fact

Warnings

• high frame-material-unknown — Frame material could not be established.
• info wheel-material-unknown — Wheel material could not be established.

Score breakdown

{
  "frameScore": 8,
  "drivetrainScore": 8,
  "wheelScore": 5,
  "extrasScore": 3,
  "suspensionScore": 0,
  "weightAdjustment": -3,
  "equipmentValue": 21,
  "notes": [
    "Frame material unknown: scored below aluminium rather than assumed.",
    "Shimano CUES = 11.",
    "10-speed -3.",
    "Wheels unknown: scored level with basic aluminium, which is neither a reward for omitting the wheelset nor a penalty for naming a cheap one.",
    "25.7 kg vs 14.4 kg mtb-hardtail reference = -3.",
    "Fork series not stated: scored at the bottom of the fork ladder rather than assumed.",
    "Brake series \"basic\" +0.",
    "Dropper post +3."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "frameMaterial",
    "wheelMaterial",
    "wheelTier",
    "brakes",
    "weightKg"
  ],
  "applied": [
    "weightKg"
  ],
  "rejected": [],
  "notes": "Frame material is not stated explicitly; “AluxX SL” alone is insufficient under the source-only rule. The wheelset is identified as Giant AM30 rims, but wheel material and tier are not established. Brake model and disc terminology are present, but hydraulic versus mechanical is not stated explicitly. The crank is Giant while the shifter and derailleur are Shimano CUES, so the groupset is treated as mixed.",
  "raw": {
    "frameMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.2
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
      "confidence": 0.99
    },
    "groupsetFamily": {
      "value": "CUES",
      "evidence": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
      "confidence": 0.99
    },
    "electronicShifting": {
      "value": "false",
      "evidence": "Schalthebel: Shimano Cues LinkGlide",
      "confidence": 0.8
    },
    "speeds": {
      "value": "10",
      "evidence": "10-fach",
      "confidence": 0.99
    },
    "mixedGroupset": {
      "value": "true",
      "evidence": "Kurbelgarnitur: Giant Forged Alloy, 36 Zähne",
      "confidence": 0.85
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.2
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0.1
    },
    "brakes": {
      "value": null,
      "evidence": null,
      "confidence": 0.3
    },
    "weightKg": {
      "value": "25.7",
      "evidence": "Gewicht*: 25.7",
      "confidence": 0.99
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0.2
    },
    "notes": "Frame material is not stated explicitly; “AluxX SL” alone is insufficient under the source-only rule. The wheelset is identified as Giant AM30 rims, but wheel material and tier are not established. Brake model and disc terminology are present, but hydraulic versus mechanical is not stated explicitly. The crank is Giant while the shifter and derailleur are Shimano CUES, so the groupset is treated as mixed."
  }
}

Normalized record

{
  "id": "bikeexchange:giant_stance_eplus_1_2027",
  "retailer": "bikeexchange",
  "retailerProductId": "giant_stance_eplus_1_2027",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/giant_stance_eplus_1_2027?sku=GIA_0000694201",
  "brand": "Giant",
  "model": "Stance E+ 1",
  "modelYear": 2027,
  "category": "e-bike",
  "categoryBasis": "stated",
  "sourceCategory": "e-bike",
  "price": 3799,
  "originalPrice": 4499,
  "currency": "EUR",
  "discountPercent": 16,
  "frameMaterial": "unknown",
  "frameModel": "AluxX SL, FlexPoint Hinterbau, Federweg: 140mm, 12x148 mm, UDH kompatibel",
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "CUES",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 10,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "CUES"
  },
  "groupsetTierSpread": 0,
  "crank": "Giant Forged Alloy, 36 Zähne",
  "cassette": null,
  "brakes": "unknown",
  "brakePistons": 4,
  "brakeTier": "basic",
  "suspension": "front",
  "fork": {
    "make": null,
    "line": "36",
    "tier": "unknown",
    "travelMm": 150
  },
  "rearShock": null,
  "dropperPost": true,
  "beltDrive": null,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": null,
  "wheelSize": "29",
  "wheelset": "Giant AM30 rims; tubeless ready; 30mm inner width; Shimano TC500 Boost hubs; Center-Lock; 15x110mm (F); 12x148mm (R); stainless steel spokes",
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "Maxxis Dissector 29x2.4, Pannenschutz",
  "weightKg": 25.7,
  "ebike": {
    "motor": {
      "text": "Shimano CN-LG500 | Giant SyncDrive Pro 3X, 100 Nm",
      "brand": "giant",
      "model": "giant-syncdrive-pro-3x",
      "position": "mid",
      "torqueNm": 100,
      "torqueSource": "retailer",
      "ratedPowerW": null,
      "peakPowerW": null
    },
    "battery": {
      "text": "800.0 | Giant EnergyPak Smart",
      "capacityWh": 800,
      "count": 1,
      "integration": "unknown",
      "removable": null
    },
    "speedClass": "unknown",
    "rangeExtender": "unknown",
    "display": "Giant RideControl Dash 2",
    "abs": null,
    "autoShift": null,
    "statedRangeKm": null,
    "eDiscipline": "e-mtb",
    "eDisciplineBasis": "leaf",
    "frameShape": "unknown",
    "cargoType": "unknown",
    "maxSystemWeightKg": 156,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3799,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3799,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3799,
      "seller": "radhaus rödel GmbH",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3799,
      "seller": null,
      "deliveryNote": null
    }
  ],
  "seller": "radhaus rödel GmbH",
  "availability": "in-stock",
  "gtins": [
    "4711291252820"
  ],
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/ebb2408bc2c1f42f1400-m6nY5pjP.png",
  "rawTitle": "Giant Stance E+ 1",
  "fetchedAt": "2026-09-26T05:53:49.369Z",
  "normalizationConfidence": 0.64,
  "warnings": [
    {
      "code": "frame-material-unknown",
      "message": "Frame material could not be established.",
      "severity": "high"
    },
    {
      "code": "wheel-material-unknown",
      "message": "Wheel material could not be established.",
      "severity": "info"
    }
  ],
  "ebikeAi": {
    "requested": [
      "speedClass",
      "batteryIntegration",
      "frameShape"
    ],
    "applied": [],
    "rejected": [],
    "notes": "The source lists “800wh” and “Akkukapazität: 800.0”, but does not provide an exact capacity value with “Wh” as required. Speed class, battery integration, and frame shape are not established.",
    "raw": {
      "motorBrand": {
        "value": "giant",
        "evidence": "Motor: Shimano CN-LG500 | Giant SyncDrive Pro 3X, 100 Nm",
        "confidence": 1
      },
      "motorModel": {
        "value": "giant-syncdrive-pro-3x",
        "evidence": "Motor: Shimano CN-LG500 | Giant SyncDrive Pro 3X, 100 Nm",
        "confidence": 1
      },
      "batteryWh": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "speedClass": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "batteryIntegration": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "frameShape": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "notes": "The source lists “800wh” and “Akkukapazität: 800.0”, but does not provide an exact capacity value with “Wh” as required. Speed class, battery integration, and frame shape are not established."
    }
  }
}

Parsed specification table

{
  "Gewicht*": "25.7",
  "Rahmen": "AluxX SL, FlexPoint Hinterbau, Federweg: 140mm, 12x148 mm, UDH kompatibel",
  "Zulässiges Gesamtgewicht": "156.0",
  "Bremse vorne": "Shimano BR-MT420",
  "Bremse": "Shimano BR-MT420",
  "Bremsscheibe vorne": "220 mm",
  "Bremsscheiben": "220 mm, 203 mm",
  "Bremsscheibe hinten": "203 mm",
  "Bremshebel": "Shimano BL-MT401",
  "Laufrad vorne": "Giant [object Object]",
  "Reifen hinten": "Maxxis Dissector 29x2.4, Pannenschutz",
  "Laufräder": "Giant AM30 rims; tubeless ready; 30mm inner width; Shimano TC500 Boost hubs; Center-Lock; 15x110mm (F); 12x148mm (R); stainless steel spokes",
  "Laufradgröße": "29",
  "Reifen vorne": "Maxxis Minion DHF 29x2.5, Pannenschutz",
  "Reifen": "Maxxis Minion DHF 29x2.5, Pannenschutz, Maxxis Dissector 29x2.4, Pannenschutz",
  "Bedieneinheit": "Giant RideControl Dash 2",
  "Vorbau": "Giant Contact SL 35",
  "Lenker": "Giant Contact 35 Trail",
  "Griffe": "Giant Sole-O",
  "Display": "Giant RideControl Dash 2",
  "Akkukapazität": "800.0",
  "Motor": "Shimano CN-LG500 | Giant SyncDrive Pro 3X, 100 Nm",
  "Ladegerät": "Giant EnergyPak Smart Charger 4A",
  "Akku": "Giant EnergyPak Smart",
  "Schaltung": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
  "Kurbelgarnitur": "Giant Forged Alloy, 36 Zähne",
  "Schalthebel": "Shimano Cues LinkGlide",
  "Sattel": "Giant Ergo Contact Trail",
  "Sattelstütze": "Giant Contact Switch AT Vario Stütze",
  "Federweg vorne": "150.0",
  "Dämpfer": "Giant Crest FloTrac, Luft",
  "Gabel": "Giant STL 36 Air, Luft, Federweg: 150mm",
  "Federweg hinten": "140.0",
  "Jahr": "2027"
}

Raw adapter output

{
  "retailer": "bikeexchange",
  "retailerProductId": "giant_stance_eplus_1_2027",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/giant_stance_eplus_1_2027?sku=GIA_0000694201",
  "extractionMethod": "embedded-json",
  "sourceCategory": "e-bike",
  "rawTitle": "Giant Stance E+ 1",
  "rawBrand": "Giant",
  "price": 3799,
  "originalPrice": 4499,
  "currency": "EUR",
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/ebb2408bc2c1f42f1400-m6nY5pjP.png",
  "rawSpecifications": {
    "Gewicht*": "25.7",
    "Rahmen": "AluxX SL, FlexPoint Hinterbau, Federweg: 140mm, 12x148 mm, UDH kompatibel",
    "Zulässiges Gesamtgewicht": "156.0",
    "Bremse vorne": "Shimano BR-MT420",
    "Bremse": "Shimano BR-MT420",
    "Bremsscheibe vorne": "220 mm",
    "Bremsscheiben": "220 mm, 203 mm",
    "Bremsscheibe hinten": "203 mm",
    "Bremshebel": "Shimano BL-MT401",
    "Laufrad vorne": "Giant [object Object]",
    "Reifen hinten": "Maxxis Dissector 29x2.4, Pannenschutz",
    "Laufräder": "Giant AM30 rims; tubeless ready; 30mm inner width; Shimano TC500 Boost hubs; Center-Lock; 15x110mm (F); 12x148mm (R); stainless steel spokes",
    "Laufradgröße": "29",
    "Reifen vorne": "Maxxis Minion DHF 29x2.5, Pannenschutz",
    "Reifen": "Maxxis Minion DHF 29x2.5, Pannenschutz, Maxxis Dissector 29x2.4, Pannenschutz",
    "Bedieneinheit": "Giant RideControl Dash 2",
    "Vorbau": "Giant Contact SL 35",
    "Lenker": "Giant Contact 35 Trail",
    "Griffe": "Giant Sole-O",
    "Display": "Giant RideControl Dash 2",
    "Akkukapazität": "800.0",
    "Motor": "Shimano CN-LG500 | Giant SyncDrive Pro 3X, 100 Nm",
    "Ladegerät": "Giant EnergyPak Smart Charger 4A",
    "Akku": "Giant EnergyPak Smart",
    "Schaltung": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
    "Kurbelgarnitur": "Giant Forged Alloy, 36 Zähne",
    "Schalthebel": "Shimano Cues LinkGlide",
    "Sattel": "Giant Ergo Contact Trail",
    "Sattelstütze": "Giant Contact Switch AT Vario Stütze",
    "Federweg vorne": "150.0",
    "Dämpfer": "Giant Crest FloTrac, Luft",
    "Gabel": "Giant STL 36 Air, Luft, Federweg: 150mm",
    "Federweg hinten": "140.0",
    "Jahr": "2027"
  },
  "rawFeatures": [
    "GIANT",
    "800wh",
    "Shimano Cues",
    "Beschreibung"
  ],
  "rawSizes": [
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3799,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3799,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3799,
      "seller": "radhaus rödel GmbH",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3799,
      "seller": null,
      "deliveryNote": null
    }
  ],
  "availabilityText": "sizes 4: 4 stocked, 0 gone, 0 unread",
  "fetchedAt": "2026-09-26T05:53:49.369Z",
  "sourceMeta": {
    "skus": [
      "4711291252820"
    ],
    "shopSkus": [
      "GIA_0000694201",
      "GIA_0000694195",
      "GIA_0000694196",
      "GIA_0000694201",
      "GIA_0000694202"
    ],
    "seller": "radhaus rödel GmbH",
    "sellerOfSize": "L",
    "sellerId": "647a4e46-f7f0-4d45-b457-3b4a969ce521",
    "storeKey": "store_01KCRJSKHNN0SVV1W304FGXA6R_eur",
    "storeCity": "Kandel",
    "storeCountry": "DE",
    "storeDelivers": true,
    "storeClickAndCollect": true,
    "storeReservation": true,
    "storeDeliveryTime": "P7D",
    "shippingPrice": 95,
    "hasMoreSellers": true,
    "condition": "NEW",
    "ctProductId": "7f5a9f73-e2c1-45ae-ba94-6f07aba6e18b",
    "shopCategory": "E-Fully",
    "colourCount": 2,
    "fetchedSku": "GIA_0000694201"
  },
  "listingPath": [
    "E-Bikes",
    "E-MTB",
    "E-Fully"
  ]
}

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