← Review table (e-bike) · shopper page

Babboe Flow-E 450 Wh

boc:7994361708809 · source URL · confidence 0.73

Eligibility

Cannot win: availability is out-of-stock; no size confirmed in stock; e-bike bikes are not value-ranked yet (no e-bike-specific equipment model)

Size decisions

retailer labelalphacomparable cmmatchmappingin stockvariant priceevidence
ONE SIZE——unknownunsupportedno€2.299,99—
mappingunsupported
reason"ONE SIZE" could not be read as a frame size.

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

Identity

Only listing of this configuration — nothing to merge.

Provenance — why we believe each fact

fieldsourceevidence
brandretailer:boc / parseBABBOE
modelretailer:boc / derivedBabboe Flow-E 450 Wh
categoryretailer:boc / parse450 Wh
frameMaterialretailer:boc / parseAluminium
suspensionretailer:boc / derivedno suspension fork and no rear shock on a drop-bar listing
lightingretailer:boc / parseAXA LED-Beleuchtung über Akku (vorne und hinten)
wheelSizeretailer:boc / parse26
powerMeterretailer:boc / derivedabsent from a 21-field spec table
availabilityretailer:boc / derivedall variants sold out
ebike.motorretailer:boc / parseHinterradnabenmotor | GWA
ebike.motor.positionretailer:boc / parseHinterradmotor
ebike.battery.capacityWhretailer:boc / parse450 Wh
ebike.eDisciplineretailer:boc / parseshelf: Lastenrad E-Bikes
ebike.displayretailer:boc / parseBedieneinheit: GWA LED Mitteldisplay
groupsetFamilyai / ai (1)Schaltung: Shimano Nexus
ebike.battery.integrationai / ai (1)Akkumontage: Unter dem Gepäckträger

Warnings

Score breakdown

{
  "frameScore": 11,
  "drivetrainScore": 0,
  "wheelScore": 5,
  "extrasScore": 0,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 16,
  "notes": [
    "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.",
    "Weight not published: no weight adjustment either way.",
    "Fork series not stated: scored at the bottom of the fork ladder rather than assumed."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "groupsetFamily",
    "wheelMaterial",
    "wheelTier",
    "brakes",
    "weightKg"
  ],
  "applied": [
    "groupsetFamily"
  ],
  "rejected": [
    {
      "field": "weightKg",
      "reason": "not a plausible complete-bike weight",
      "value": "72",
      "evidence": "Gewicht Kg. ca.: 72 kg"
    }
  ],
  "notes": "The source identifies only double-wall rims, not their material or a recognized wheelset model, so wheelMaterial and wheelTier cannot be established. “Scheibenbremsen” does not establish hydraulic versus mechanical. The stated weight is approximate (“ca.”). The source names Shimano Nexus while also describing the system as a “Kettenschaltung,” which is potentially inconsistent.",
  "raw": {
    "frameMaterial": {
      "value": "aluminium",
      "evidence": "Rahmenmaterial: Aluminium",
      "confidence": 1
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Strapazierfähige Shimano 7-Gang Kettenschaltung",
      "confidence": 1
    },
    "groupsetFamily": {
      "value": "Nexus",
      "evidence": "Schaltung: Shimano Nexus",
      "confidence": 1
    },
    "electronicShifting": {
      "value": "false",
      "evidence": "Schaltungstyp: Kettenschaltung",
      "confidence": 0.99
    },
    "speeds": {
      "value": "7",
      "evidence": "Anzahl Gänge: 7",
      "confidence": 1
    },
    "mixedGroupset": {
      "value": "false",
      "evidence": "Schaltung: Shimano Nexus",
      "confidence": 0.7
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "brakes": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "weightKg": {
      "value": "72",
      "evidence": "Gewicht Kg. ca.: 72 kg",
      "confidence": 1
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "notes": "The source identifies only double-wall rims, not their material or a recognized wheelset model, so wheelMaterial and wheelTier cannot be established. “Scheibenbremsen” does not establish hydraulic versus mechanical. The stated weight is approximate (“ca.”). The source names Shimano Nexus while also describing the system as a “Kettenschaltung,” which is potentially inconsistent."
  }
}

Normalized record

{
  "id": "boc:7994361708809",
  "retailer": "boc",
  "retailerProductId": "7994361708809",
  "productUrl": "https://boc24.de/products/babboe-flow-e-450-wh",
  "brand": "Babboe",
  "model": "Flow-E 450 Wh",
  "modelYear": null,
  "category": "e-bike",
  "categoryBasis": "stated",
  "sourceCategory": "e-bike",
  "price": 2299.99,
  "originalPrice": 4549,
  "currency": "EUR",
  "discountPercent": 49,
  "frameMaterial": "aluminium",
  "frameModel": "Besonders stabiler Rahmen mit stoßfester Pulverlackierung, Innenseite mit Rostschutz",
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "Nexus",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": null,
  "mixedGroupset": false,
  "groupsetComponents": null,
  "groupsetTierSpread": 0,
  "crank": null,
  "cassette": null,
  "brakes": "unknown",
  "brakePistons": null,
  "brakeTier": "unknown",
  "suspension": "none",
  "fork": null,
  "rearShock": null,
  "dropperPost": null,
  "beltDrive": null,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": true,
  "wheelSize": "26",
  "wheelset": "Doppelwandige Felgen Vorder- und Hinterrad",
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "Schwalbe Big Apple",
  "weightKg": null,
  "ebike": {
    "motor": {
      "text": "Hinterradnabenmotor | GWA",
      "brand": null,
      "model": null,
      "position": "rear-hub",
      "torqueNm": null,
      "torqueSource": null,
      "ratedPowerW": null,
      "peakPowerW": null
    },
    "battery": {
      "text": "450 Wh",
      "capacityWh": 450,
      "count": 1,
      "integration": "external",
      "removable": null
    },
    "speedClass": "unknown",
    "rangeExtender": "unknown",
    "display": "GWA LED Mitteldisplay",
    "abs": null,
    "autoShift": null,
    "statedRangeKm": null,
    "eDiscipline": "e-cargo",
    "eDisciplineBasis": "leaf",
    "frameShape": "unknown",
    "cargoType": "unknown",
    "maxSystemWeightKg": null,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "ONE SIZE",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2299.99,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "out-of-stock",
  "gtins": [],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0582/1677/5854/files/az_Babboe-Flow-E-450-Wh-0-schwarz-221073.jpg?v=1777987110",
  "rawTitle": "Babboe Flow-E 450 Wh",
  "fetchedAt": "2026-09-26T06:10:18.767Z",
  "normalizationConfidence": 0.73,
  "warnings": [
    {
      "code": "suspicious-discount",
      "message": "Claimed 49% off. Treated as context only; it does not affect the ranking.",
      "severity": "info"
    },
    {
      "code": "wheel-material-unknown",
      "message": "Wheel material could not be established.",
      "severity": "info"
    }
  ],
  "ebikeAi": {
    "requested": [
      "motorBrand",
      "motorModel",
      "speedClass",
      "batteryIntegration",
      "frameShape"
    ],
    "applied": [
      "batteryIntegration"
    ],
    "rejected": [],
    "notes": "The source names the motor brand as GWA, which is not an allowed motorBrand value. The frame form is listed as \"Cargo\", which does not map deterministically to the permitted frameShape values.",
    "raw": {
      "motorBrand": {
        "value": null,
        "evidence": null,
        "confidence": 1
      },
      "motorModel": {
        "value": null,
        "evidence": null,
        "confidence": 1
      },
      "batteryWh": {
        "value": "450",
        "evidence": "Akkukapazität: 450 Wh",
        "confidence": 1
      },
      "speedClass": {
        "value": null,
        "evidence": null,
        "confidence": 1
      },
      "batteryIntegration": {
        "value": "external",
        "evidence": "Akkumontage: Unter dem Gepäckträger",
        "confidence": 1
      },
      "frameShape": {
        "value": null,
        "evidence": null,
        "confidence": 1
      },
      "notes": "The source names the motor brand as GWA, which is not an allowed motorBrand value. The frame form is listed as \"Cargo\", which does not map deterministically to the permitted frameShape values."
    }
  }
}

Parsed specification table

{
  "Ausstattung": "Kraftvoller GWA-Hinterradnabenmotor Leistungsstarker 450Wh Akku Zuverlässige Scheibenbremsen Strapazierfähige Shimano 7-Gang Kettenschaltung",
  "Akkukapazität": "450 Wh",
  "Akkumontage": "Unter dem Gepäckträger",
  "Anzahl Gänge": "7",
  "Artikelmarke": "Babboe",
  "Bedieneinheit": "GWA LED Mitteldisplay",
  "Beleuchtung": "AXA LED-Beleuchtung über Akku (vorne und hinten)",
  "Bereifung": "Schwalbe Big Apple",
  "Felgen": "Doppelwandige Felgen Vorder- und Hinterrad",
  "Geschlecht": "Unisex",
  "Gewicht Kg. ca.": "72 kg",
  "Laufradgröße": "26 Zoll",
  "Motor": "Hinterradnabenmotor",
  "Motormarke": "GWA",
  "Motorposition": "Hinterradmotor",
  "Rahmen": "Besonders stabiler Rahmen mit stoßfester Pulverlackierung, Innenseite mit Rostschutz",
  "Rahmenform": "Cargo",
  "Rahmenmaterial": "Aluminium",
  "Schaltung": "Shimano Nexus",
  "Schaltungstyp": "Kettenschaltung",
  "Speichen": "Extra robuste Speichen"
}

Raw adapter output

{
  "retailer": "boc",
  "retailerProductId": "7994361708809",
  "productUrl": "https://boc24.de/products/babboe-flow-e-450-wh",
  "extractionMethod": "public-json-api",
  "sourceCategory": "e-bike",
  "rawTitle": "Babboe Flow-E 450 Wh",
  "rawBrand": "BABBOE",
  "price": 2299.99,
  "originalPrice": 4549,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0582/1677/5854/files/az_Babboe-Flow-E-450-Wh-0-schwarz-221073.jpg?v=1777987110",
  "rawSpecifications": {
    "Ausstattung": "Kraftvoller GWA-Hinterradnabenmotor Leistungsstarker 450Wh Akku Zuverlässige Scheibenbremsen Strapazierfähige Shimano 7-Gang Kettenschaltung",
    "Akkukapazität": "450 Wh",
    "Akkumontage": "Unter dem Gepäckträger",
    "Anzahl Gänge": "7",
    "Artikelmarke": "Babboe",
    "Bedieneinheit": "GWA LED Mitteldisplay",
    "Beleuchtung": "AXA LED-Beleuchtung über Akku (vorne und hinten)",
    "Bereifung": "Schwalbe Big Apple",
    "Felgen": "Doppelwandige Felgen Vorder- und Hinterrad",
    "Geschlecht": "Unisex",
    "Gewicht Kg. ca.": "72 kg",
    "Laufradgröße": "26 Zoll",
    "Motor": "Hinterradnabenmotor",
    "Motormarke": "GWA",
    "Motorposition": "Hinterradmotor",
    "Rahmen": "Besonders stabiler Rahmen mit stoßfester Pulverlackierung, Innenseite mit Rostschutz",
    "Rahmenform": "Cargo",
    "Rahmenmaterial": "Aluminium",
    "Schaltung": "Shimano Nexus",
    "Schaltungstyp": "Kettenschaltung",
    "Speichen": "Extra robuste Speichen"
  },
  "rawFeatures": [
    "Ein Dreirad-Lastenfahrrad mit den Lenkeigenschaften eines normalen Fahrrads. Das Babboe Flow-E ist ein elektrisches Lastenfahrrad, bei dem man den Lenker und damit die Vorderräder unabhängig von der Transportbox bewegt. Ein vertrautes Fahrraderlebnis. Durch die Konstruktion des elektrischen Babboe Flow Lastenrads bewegt man beim Lenken nur den Lenker und nicht die Transportbox. Das Lenkgefühl ist wie das Lenken eines normalen Fahrrads. Dieses Lastenrad hat die Stabilität eines Dreirad-Lastenfahrrads kombiniert mit den bekannten Lenkeigenschaften eines normalen Fahrrads."
  ],
  "rawSizes": [
    {
      "rawSize": "ONE SIZE",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2299.99,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "all variants sold out",
  "fetchedAt": "2026-09-26T06:10:18.767Z",
  "sourceMeta": {
    "shopifyProductId": 7994361708809,
    "handle": "babboe-flow-e-450-wh",
    "productType": "WG1",
    "variantSkus": [
      "221073-1"
    ]
  },
  "listingPath": [
    "E-Bikes",
    "Lastenrad E-Bikes"
  ]
}

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