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Cube Kathmandu Hybrid Deluxe EXC 800 Wave

bikeexchange:cube_kathmandu_hybrid_deluxe_exc_800_wave_2027 · source URL · confidence 0.58 · GTIN 4054571530547

Eligibility

Cannot win: confidence 0.58 below 0.75; e-bike bikes are not value-ranked yet (no e-bike-specific equipment model)

Size decisions

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

Identity

Canonical configuration: Cube | Kathmandu Hybrid Deluxe EXC 800 Wave | 2027
Confidence: medium

• brand exact (Cube)
• model normalized to "kathmandu hybrid deluxe exc 800 wave"
• groupset family unidentified on every listing
• model year 2027 stated by 1 of 7 listings; the rest name the same colourway (stealthgreyngrey, glintsandnblack) and no other model year of this build exists in the dataset
• GTIN match (4054571530530, 4054571530547, 4054571530554, +2 more)
• 7 listings across 6 retailers
• downgraded to medium: listings disagree on suspension: full vs front
• conflict: suspension: full vs front

Provenance — why we believe each fact

Warnings

• high groupset-unknown — Groupset could not be established.
• info wheel-material-unknown — Wheel material could not be established.

Score breakdown

{
  "frameScore": 11,
  "drivetrainScore": 0,
  "wheelScore": 5,
  "extrasScore": 0,
  "suspensionScore": 2,
  "weightAdjustment": 0,
  "equipmentValue": 18,
  "notes": [
    "Frame tier \"mid\" ignored: the tier keywords grade carbon layups, and this frame is aluminium.",
    "Groupset not identified: 0 drivetrain points.",
    "Wheels unknown: scored level with basic aluminium, which is neither a reward for omitting the wheelset nor a penalty for naming a cheap one.",
    "Brakes \"hydraulic-disc\" = 0, the baseline for mtb-hardtail.",
    "Weight not published: no weight adjustment either way.",
    "Fork \"basic\" +2 (100 mm travel, which is not scored).",
    "Brake series \"basic\" +0."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "groupsetFamily",
    "wheelMaterial",
    "wheelTier",
    "weightKg"
  ],
  "applied": [],
  "rejected": [
    {
      "field": "mixedGroupset",
      "reason": "evidence not found verbatim in source",
      "value": "false",
      "evidence": "Schaltung: Enviolo Trekking Automatiq, 380%\nSchalthebel: Enviolo Trekking Automatiq"
    }
  ],
  "notes": "The drivetrain is Enviolo, which is not included in the permitted groupsetFamily vocabulary. The wheel listings name hubs but do not establish wheel material or a recognizable complete wheelset model. No complete-bike weight or power meter is stated.",
  "raw": {
    "frameMaterial": {
      "value": "aluminium",
      "evidence": "Rahmenmaterial: Aluminium",
      "confidence": 1
    },
    "groupsetBrand": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "groupsetFamily": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "electronicShifting": {
      "value": "true",
      "evidence": "Schaltung: Enviolo Trekking Automatiq, 380%",
      "confidence": 0.9
    },
    "speeds": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "mixedGroupset": {
      "value": "false",
      "evidence": "Schaltung: Enviolo Trekking Automatiq, 380%\nSchalthebel: Enviolo Trekking Automatiq",
      "confidence": 0.9
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremse: Shimano BR-MT420 ABS, Hydraulic Disc Brake",
      "confidence": 1
    },
    "weightKg": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "notes": "The drivetrain is Enviolo, which is not included in the permitted groupsetFamily vocabulary. The wheel listings name hubs but do not establish wheel material or a recognizable complete wheelset model. No complete-bike weight or power meter is stated."
  }
}

Normalized record

{
  "id": "bikeexchange:cube_kathmandu_hybrid_deluxe_exc_800_wave_2027",
  "retailer": "bikeexchange",
  "retailerProductId": "cube_kathmandu_hybrid_deluxe_exc_800_wave_2027",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/cube_kathmandu_hybrid_deluxe_exc_800_wave_2027?sku=CUB_0000715430",
  "brand": "Cube",
  "model": "Kathmandu Hybrid Deluxe EXC 800 Wave",
  "modelYear": 2027,
  "category": "e-bike",
  "categoryBasis": "stated",
  "sourceCategory": "e-bike",
  "price": 4499,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "aluminium",
  "frameModel": "Aluminium Superlite, Gravity Casting Technology, Efficient Comfort Geometry, Fully Integrated Battery, IC 3.0, Advanced Internal Cable Routing, Integrated Seatc",
  "frameTier": "mid",
  "groupsetBrand": null,
  "groupsetFamily": null,
  "groupsetGeneration": null,
  "electronicShifting": null,
  "speeds": null,
  "mixedGroupset": null,
  "groupsetComponents": null,
  "groupsetTierSpread": 0,
  "crank": null,
  "cassette": null,
  "brakes": "hydraulic-disc",
  "brakePistons": 4,
  "brakeTier": "basic",
  "suspension": "full",
  "fork": {
    "make": "RockShox",
    "line": "Recon",
    "tier": "basic",
    "travelMm": 100
  },
  "rearShock": null,
  "dropperPost": false,
  "beltDrive": null,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": null,
  "wheelSize": null,
  "wheelset": "ACID SLX front hub, 15 mm, Boost, 6-Bolt; Enviolo Trekking Automatiq rear hub, 6-Bolt, 135 mm",
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "Schwalbe Marathon Efficiency, Performance, 55-622",
  "weightKg": null,
  "ebike": {
    "motor": {
      "text": "Bosch Drive Unit Performance Line CX, max. 120 Nm (BDU38), ABS | Bosch",
      "brand": "bosch",
      "model": null,
      "position": "unknown",
      "torqueNm": 120,
      "torqueSource": "retailer",
      "ratedPowerW": null,
      "peakPowerW": null
    },
    "battery": {
      "text": "800 Wh | Bosch PowerTube 800",
      "capacityWh": 800,
      "count": 1,
      "integration": "integrated",
      "removable": null
    },
    "speedClass": "unknown",
    "rangeExtender": "unknown",
    "display": "Bosch Kiox 500",
    "abs": true,
    "autoShift": true,
    "statedRangeKm": null,
    "eDiscipline": "e-trekking",
    "eDisciplineBasis": "leaf",
    "frameShape": "step-through",
    "cargoType": "unknown",
    "maxSystemWeightKg": null,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "50cm",
      "size": "50",
      "sizeCm": 50,
      "inStock": true,
      "stockCount": null,
      "price": 4499,
      "seller": "Fahrrad Grund GmbH",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    },
    {
      "rawSize": "54cm",
      "size": "54",
      "sizeCm": 54,
      "inStock": true,
      "stockCount": null,
      "price": 4499,
      "seller": null,
      "deliveryNote": null
    }
  ],
  "seller": "Fahrrad Grund GmbH",
  "availability": "in-stock",
  "gtins": [
    "4054571530547"
  ],
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/1d6e34f26e53a20322d6-vBGsbAPA.png",
  "rawTitle": "Cube Kathmandu Hybrid Deluxe EXC 800 Wave",
  "fetchedAt": "2026-09-26T06:25:02.880Z",
  "normalizationConfidence": 0.58,
  "warnings": [
    {
      "code": "groupset-unknown",
      "message": "Groupset could not be established.",
      "severity": "high"
    },
    {
      "code": "wheel-material-unknown",
      "message": "Wheel material could not be established.",
      "severity": "info"
    }
  ],
  "ebikeAi": {
    "requested": [
      "motorModel",
      "speedClass"
    ],
    "applied": [],
    "rejected": [],
    "notes": "The source identifies the motor as Bosch Drive Unit Performance Line CX (BDU38), but does not specify an exact motor model from the permitted vocabulary. Speed class is not stated.",
    "raw": {
      "motorBrand": {
        "value": "bosch",
        "evidence": "Motorhersteller: Bosch",
        "confidence": 1
      },
      "motorModel": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "batteryWh": {
        "value": "800",
        "evidence": "Akkukapazität: 800 Wh",
        "confidence": 1
      },
      "speedClass": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "batteryIntegration": {
        "value": "integrated",
        "evidence": "Fully Integrated Battery",
        "confidence": 1
      },
      "frameShape": {
        "value": "step-through",
        "evidence": "TITLE: Cube Kathmandu Hybrid Deluxe EXC 800 Wave",
        "confidence": 1
      },
      "notes": "The source identifies the motor as Bosch Drive Unit Performance Line CX (BDU38), but does not specify an exact motor model from the permitted vocabulary. Speed class is not stated."
    }
  }
}

Parsed specification table

{
  "Rahmenmaterial": "Aluminium",
  "Rahmen": "Aluminium Superlite, Gravity Casting Technology, Efficient Comfort Geometry, Fully Integrated Battery, IC 3.0, Advanced Internal Cable Routing, Integrated Seatclamp",
  "Bremse": "Shimano BR-MT420 ABS, Hydraulic Disc Brake",
  "Bremsscheiben": "203 mm front; 203 mm rear",
  "Bremshebel": "Shimano BR-MT420 ABS",
  "Laufräder": "ACID SLX front hub, 15 mm, Boost, 6-Bolt; Enviolo Trekking Automatiq rear hub, 6-Bolt, 135 mm",
  "Reifen": "Schwalbe Marathon Efficiency, Performance, 55-622",
  "Vorbau": "CUBE Comfort Stem Pro, 35 mm, Adjustable",
  "Display": "Bosch Kiox 500",
  "Akkukapazität": "800 Wh",
  "Motor": "Bosch Drive Unit Performance Line CX, max. 120 Nm (BDU38), ABS",
  "Motorhersteller": "Bosch",
  "Akku": "Bosch PowerTube 800",
  "Schaltung": "Enviolo Trekking Automatiq, 380%",
  "Pedale": "ACID PP Trekking",
  "Schalthebel": "Enviolo Trekking Automatiq",
  "Sattel": "ACID Sequence 180 Pro Plus Ultra Gel",
  "Sattelstütze": "SR Suntour NVX, 31.6 mm",
  "Gabelhersteller": "RockShox",
  "Gabel": "RockShox Recon Silver RL Air, Tapered, 15 × 110 mm, 100 mm",
  "Jahr": "2027"
}

Raw adapter output

{
  "retailer": "bikeexchange",
  "retailerProductId": "cube_kathmandu_hybrid_deluxe_exc_800_wave_2027",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/cube_kathmandu_hybrid_deluxe_exc_800_wave_2027?sku=CUB_0000715430",
  "extractionMethod": "embedded-json",
  "sourceCategory": "e-bike",
  "rawTitle": "Cube Kathmandu Hybrid Deluxe EXC 800 Wave",
  "rawBrand": "Cube",
  "price": 4499,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/1d6e34f26e53a20322d6-vBGsbAPA.png",
  "rawSpecifications": {
    "Rahmenmaterial": "Aluminium",
    "Rahmen": "Aluminium Superlite, Gravity Casting Technology, Efficient Comfort Geometry, Fully Integrated Battery, IC 3.0, Advanced Internal Cable Routing, Integrated Seatclamp",
    "Bremse": "Shimano BR-MT420 ABS, Hydraulic Disc Brake",
    "Bremsscheiben": "203 mm front; 203 mm rear",
    "Bremshebel": "Shimano BR-MT420 ABS",
    "Laufräder": "ACID SLX front hub, 15 mm, Boost, 6-Bolt; Enviolo Trekking Automatiq rear hub, 6-Bolt, 135 mm",
    "Reifen": "Schwalbe Marathon Efficiency, Performance, 55-622",
    "Vorbau": "CUBE Comfort Stem Pro, 35 mm, Adjustable",
    "Display": "Bosch Kiox 500",
    "Akkukapazität": "800 Wh",
    "Motor": "Bosch Drive Unit Performance Line CX, max. 120 Nm (BDU38), ABS",
    "Motorhersteller": "Bosch",
    "Akku": "Bosch PowerTube 800",
    "Schaltung": "Enviolo Trekking Automatiq, 380%",
    "Pedale": "ACID PP Trekking",
    "Schalthebel": "Enviolo Trekking Automatiq",
    "Sattel": "ACID Sequence 180 Pro Plus Ultra Gel",
    "Sattelstütze": "SR Suntour NVX, 31.6 mm",
    "Gabelhersteller": "RockShox",
    "Gabel": "RockShox Recon Silver RL Air, Tapered, 15 × 110 mm, 100 mm",
    "Jahr": "2027"
  },
  "rawFeatures": [
    "Bosch",
    "800wh",
    "Nabenschaltung",
    "Beschreibung"
  ],
  "rawSizes": [
    {
      "rawSize": "50cm",
      "size": "50",
      "sizeCm": 50,
      "inStock": true,
      "stockCount": null,
      "price": 4499,
      "seller": "Fahrrad Grund GmbH",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    },
    {
      "rawSize": "54cm",
      "size": "54",
      "sizeCm": 54,
      "inStock": true,
      "stockCount": null,
      "price": 4499,
      "seller": null,
      "deliveryNote": null
    }
  ],
  "availabilityText": "sizes 2: 2 stocked, 0 gone, 0 unread",
  "fetchedAt": "2026-09-26T06:25:02.880Z",
  "sourceMeta": {
    "skus": [
      "4054571530547"
    ],
    "shopSkus": [
      "CUB_0000715430",
      "CUB_0000715430",
      "CUB_0000715431"
    ],
    "seller": "Fahrrad Grund GmbH",
    "sellerOfSize": "50cm",
    "sellerId": "33ffb04d-2331-4942-a474-a439b2d6579b",
    "storeKey": "store_01KBX7XP68TNM8T92ZGKK29HXQ_eur",
    "storeCity": "Crailsheim",
    "storeCountry": "DE",
    "storeDelivers": true,
    "storeClickAndCollect": true,
    "storeReservation": true,
    "storeDeliveryTime": "P7D",
    "shippingPrice": 89,
    "hasMoreSellers": true,
    "condition": "NEW",
    "ctProductId": "b11b3a0b-9071-4e73-aff6-e93a694900dd",
    "shopCategory": "E-Trekking",
    "colourCount": 1,
    "fetchedSku": "CUB_0000715430"
  },
  "listingPath": [
    "E-Bikes",
    "E-Trekking"
  ]
}

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