Stevens E-Livenza 7.4.1

bikeexchange:stevens_e_livenza_7_4_1_2026 · source URL · confidence 0.95 · GTIN 4045985061307

Eligibility

Cannot win: e-bike bikes are not value-ranked yet (no e-bike-specific equipment model)

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
M	M	—	unknown	unsupported	yes	€3.599	—
L	L	—	unknown	unsupported	yes	€3.599	—
XL	XL	—	unknown	unsupported	yes	€3.599	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

—

unknown

unsupported

yes

€3.599

—

unknown

unsupported

yes

€3.599

—

unknown

unsupported

yes

€3.599

—

mapping	unsupported
reason	"M" is a letter size and there is no reviewed Stevens equivalence to convert it.

mapping

unsupported

reason

"M" is a letter size and there is no reviewed Stevens equivalence to convert it.

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

Identity

Canonical configuration: Stevens | E-Livenza 7.4.1 | CUES | 2026
Confidence: high

brand exact (Stevens)
model normalized to "e livenza 7.4.1"
groupset family exact (CUES)
model year exact (2026)
GTIN match (4045985061307)
2 listings across 2 retailers

retailer	price	sizes in stock
BikeExchange	€3.599	M, L, XL	debug
bikes.de	€3.599	M \| (28")	debug

retailer

price

sizes in stock

BikeExchange

€3.599

M, L, XL

debug

bikes.de

€3.599

M | (28")

debug

Provenance — why we believe each fact

field source evidence

brand retailer:bikeexchange / parse Stevens

model retailer:bikeexchange / derived Stevens E-Livenza 7.4.1

modelYear retailer:bikeexchange / parse Jahr: 2026

category retailer:bikeexchange / derived retailer taxonomy

frameMaterial retailer:bikeexchange / parse 6061

groupsetFamily retailer:bikeexchange / dictionary Shimano CUES U6000 (1x11) || Shimano CUES U6000

electronicShifting retailer:bikeexchange / derived Shimano CUES U6000 (1x11) || Shimano CUES U6000

speeds retailer:bikeexchange / parse 1x11

brakes retailer:bikeexchange / parse hydraulic disc

brakePistons retailer:bikeexchange / parse 4-piston

suspension retailer:bikeexchange / derived no suspension fork and no rear shock on a drop-bar listing

dropperPost retailer:bikeexchange / derived seatpost row "Oxygen Havoc" names no dropper, in a 26-field spec table

lighting retailer:bikeexchange / parse Supernova Mini 3 Pro 125 Lux front; Supernova TL 3 Z (HT) / LightSKIN LED (LT) r

wheelMaterial retailer:bikeexchange / parse Alloy

powerMeter retailer:bikeexchange / derived absent from a 26-field spec table

availability retailer:bikeexchange / derived sizes 3: 3 stocked, 0 gone, 0 unread

seller retailer:bikeexchange / parse L: JS-Bikes

ebike.motor retailer:bikeexchange / parse Bosch Performance Line SX BDU314Y, Smart System, 250 W, 60 Nm, 4 support modes 60-400 % plus walk assist | Bosch

ebike.motor.position deterministic / dictionary bosch-performance-line-sx-bdu314y: https://www.bosch-ebike.com/en/products/performance-line-sx

ebike.motor.torqueNm retailer:bikeexchange / parse 60 Nm

ebike.motor.power retailer:bikeexchange / parse Bosch Performance Line SX BDU314Y, Smart System, 250 W, 60 Nm, 4 support modes 60-400 % plus walk assist | Bosch

ebike.battery.capacityWh retailer:bikeexchange / parse 400 Wh

ebike.battery.integration retailer:bikeexchange / parse CompactTube

ebike.eDiscipline retailer:bikeexchange / parse shelf: E-Hardtail

ebike.display retailer:bikeexchange / parse Display: Bosch System Controller, minimalist

field	source	evidence
brand	`retailer:bikeexchange` / parse	Stevens
model	`retailer:bikeexchange` / derived	Stevens E-Livenza 7.4.1
modelYear	`retailer:bikeexchange` / parse	Jahr: 2026
category	`retailer:bikeexchange` / derived	retailer taxonomy
frameMaterial	`retailer:bikeexchange` / parse	6061
groupsetFamily	`retailer:bikeexchange` / dictionary	Shimano CUES U6000 (1x11) \|\| Shimano CUES U6000
electronicShifting	`retailer:bikeexchange` / derived	Shimano CUES U6000 (1x11) \|\| Shimano CUES U6000
speeds	`retailer:bikeexchange` / parse	1x11
brakes	`retailer:bikeexchange` / parse	hydraulic disc
brakePistons	`retailer:bikeexchange` / parse	4-piston
suspension	`retailer:bikeexchange` / derived	no suspension fork and no rear shock on a drop-bar listing
dropperPost	`retailer:bikeexchange` / derived	seatpost row "Oxygen Havoc" names no dropper, in a 26-field spec table
lighting	`retailer:bikeexchange` / parse	Supernova Mini 3 Pro 125 Lux front; Supernova TL 3 Z (HT) / LightSKIN LED (LT) r
wheelMaterial	`retailer:bikeexchange` / parse	Alloy
powerMeter	`retailer:bikeexchange` / derived	absent from a 26-field spec table
availability	`retailer:bikeexchange` / derived	sizes 3: 3 stocked, 0 gone, 0 unread
seller	`retailer:bikeexchange` / parse	L: JS-Bikes
ebike.motor	`retailer:bikeexchange` / parse	Bosch Performance Line SX BDU314Y, Smart System, 250 W, 60 Nm, 4 support modes 60-400 % plus walk assist \| Bosch
ebike.motor.position	`deterministic` / dictionary	bosch-performance-line-sx-bdu314y: https://www.bosch-ebike.com/en/products/performance-line-sx
ebike.motor.torqueNm	`retailer:bikeexchange` / parse	60 Nm
ebike.motor.power	`retailer:bikeexchange` / parse	Bosch Performance Line SX BDU314Y, Smart System, 250 W, 60 Nm, 4 support modes 60-400 % plus walk assist \| Bosch
ebike.battery.capacityWh	`retailer:bikeexchange` / parse	400 Wh
ebike.battery.integration	`retailer:bikeexchange` / parse	CompactTube
ebike.eDiscipline	`retailer:bikeexchange` / parse	shelf: E-Hardtail
ebike.display	`retailer:bikeexchange` / parse	Display: Bosch System Controller, minimalist

Warnings

none

Score breakdown

{
  "frameScore": 11,
  "drivetrainScore": 9,
  "wheelScore": 5,
  "extrasScore": 0,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 25,
  "notes": [
    "Shimano CUES = 11.",
    "11-speed -2.",
    "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 series not stated: scored at the bottom of the fork ladder rather than assumed."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "wheelMaterial",
    "wheelTier",
    "weightKg"
  ],
  "applied": [],
  "rejected": [],
  "notes": "The wheel material is established as alloy/aluminium, but the wheelset model is not named, so wheelTier cannot be determined. The source names Shimano CUES shifters and rear derailleur, but does not establish whether shifting is electronic or whether the unspecified Shimano crankset constitutes a mixed groupset.",
  "raw": {
    "frameMaterial": {
      "value": "aluminium",
      "evidence": "Rahmenmaterial: Aluminium",
      "confidence": 1
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Shimano CUES U6000 (1x11)",
      "confidence": 1
    },
    "groupsetFamily": {
      "value": "CUES",
      "evidence": "Shimano CUES U6000 (1x11)",
      "confidence": 1
    },
    "electronicShifting": {
      "value": null,
      "evidence": null,
      "confidence": 0.98
    },
    "speeds": {
      "value": "11",
      "evidence": "Shimano CUES U6000 (1x11)",
      "confidence": 1
    },
    "mixedGroupset": {
      "value": null,
      "evidence": null,
      "confidence": 0.95
    },
    "wheelMaterial": {
      "value": "aluminium",
      "evidence": "Laufräder: Alloy wheels",
      "confidence": 0.99
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Tektro Volans hydraulic disc, 4-piston front / 2-piston rear",
      "confidence": 1
    },
    "weightKg": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "notes": "The wheel material is established as alloy/aluminium, but the wheelset model is not named, so wheelTier cannot be determined. The source names Shimano CUES shifters and rear derailleur, but does not establish whether shifting is electronic or whether the unspecified Shimano crankset constitutes a mixed groupset."
  }
}

Normalized record

{
  "id": "bikeexchange:stevens_e_livenza_7_4_1_2026",
  "retailer": "bikeexchange",
  "retailerProductId": "stevens_e_livenza_7_4_1_2026",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/stevens_e_livenza_7_4_1_2026?sku=STE_0000663581",
  "brand": "Stevens",
  "model": "E-Livenza 7.4.1",
  "modelYear": 2026,
  "category": "e-bike",
  "categoryBasis": "route",
  "sourceCategory": "e-bike",
  "price": 3599,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "aluminium",
  "frameModel": "6061 Aluminum",
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "CUES",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 11,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "CUES",
    "rearDerailleur": "CUES"
  },
  "groupsetTierSpread": 0,
  "crank": "Shimano crankset",
  "cassette": "Shimano 11-speed cassette",
  "brakes": "hydraulic-disc",
  "brakePistons": 4,
  "brakeTier": "unknown",
  "suspension": "none",
  "fork": null,
  "rearShock": null,
  "dropperPost": false,
  "beltDrive": null,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": true,
  "wheelSize": null,
  "wheelset": "Alloy wheels",
  "wheelMaterial": "aluminium",
  "wheelTier": "unknown",
  "tyres": "Schwalbe Marathon Almotion Evolution 50-622",
  "weightKg": null,
  "ebike": {
    "motor": {
      "text": "Bosch Performance Line SX BDU314Y, Smart System, 250 W, 60 Nm, 4 support modes 60-400 % plus walk assist | Bosch",
      "brand": "bosch",
      "model": "bosch-performance-line-sx-bdu314y",
      "position": "mid",
      "torqueNm": 60,
      "torqueSource": "retailer",
      "ratedPowerW": 250,
      "peakPowerW": null
    },
    "battery": {
      "text": "400 Wh | Bosch CompactTube, integrated",
      "capacityWh": 400,
      "count": 1,
      "integration": "integrated",
      "removable": null
    },
    "speedClass": "unknown",
    "rangeExtender": "unknown",
    "display": "Bosch System Controller, minimalist",
    "abs": null,
    "autoShift": null,
    "statedRangeKm": null,
    "eDiscipline": "e-mtb",
    "eDisciplineBasis": "leaf",
    "frameShape": "unknown",
    "cargoType": "unknown",
    "maxSystemWeightKg": null,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3599,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3599,
      "seller": "JS-Bikes",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3599,
      "seller": null,
      "deliveryNote": null
    }
  ],
  "seller": "JS-Bikes",
  "availability": "in-stock",
  "gtins": [
    "4045985061307"
  ],
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/2d3e5a8ee0c007a98aed-3YOEMNuv.png",
  "rawTitle": "Stevens E-Livenza 7.4.1",
  "fetchedAt": "2026-09-26T06:03:31.492Z",
  "normalizationConfidence": 0.95,
  "warnings": [],
  "ebikeAi": {
    "requested": [
      "speedClass",
      "frameShape"
    ],
    "applied": [],
    "rejected": [],
    "notes": "speedClass and frameShape could not be established deterministically from the source.",
    "raw": {
      "motorBrand": {
        "value": "bosch",
        "evidence": "Motorhersteller: Bosch",
        "confidence": 1
      },
      "motorModel": {
        "value": "bosch-performance-line-sx-bdu314y",
        "evidence": "Motor: Bosch Performance Line SX BDU314Y, Smart System, 250 W, 60 Nm, 4 support modes 60-400 % plus walk assist",
        "confidence": 1
      },
      "batteryWh": {
        "value": "400",
        "evidence": "Akkukapazität: 400 Wh",
        "confidence": 1
      },
      "speedClass": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "batteryIntegration": {
        "value": "integrated",
        "evidence": "Akku: Bosch CompactTube, integrated",
        "confidence": 1
      },
      "frameShape": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "notes": "speedClass and frameShape could not be established deterministically from the source."
    }
  }
}

Parsed specification table

{
  "Rahmenmaterial": "Aluminium",
  "Rahmen": "6061 Aluminum",
  "Bremse": "Tektro Volans hydraulic disc, 4-piston front / 2-piston rear",
  "Bremsscheiben": "180 mm front and rear",
  "Bremshebel": "Tektro hydraulic brake levers",
  "Laufräder": "Alloy wheels",
  "Reifen": "Schwalbe Marathon Almotion Evolution 50-622",
  "Vorbau": "Scorpio",
  "Steuersatz": "Acros Blocklock integrated headset",
  "Lenker": "Oxygen Scorpo",
  "Display": "Bosch System Controller, minimalist",
  "Akkukapazität": "400 Wh",
  "Motor": "Bosch Performance Line SX BDU314Y, Smart System, 250 W, 60 Nm, 4 support modes 60-400 % plus walk assist",
  "Motorhersteller": "Bosch",
  "Akku": "Bosch CompactTube, integrated",
  "Licht": "Supernova Mini 3 Pro 125 Lux front; Supernova TL 3 Z (HT) / LightSKIN LED (LT) rear",
  "Kassette": "Shimano 11-speed cassette",
  "Schaltung": "11-speed cassette, 11–50 T",
  "Kurbelgarnitur": "Shimano crankset",
  "Schalthebel": "Shimano CUES U6000 (1x11)",
  "Umwerfer hinten": "Shimano CUES U6000",
  "Kette / Riemen": "Shimano chain",
  "Sattel": "Comfortable city saddle",
  "Sattelstütze": "Oxygen Havoc",
  "Gabel Bauart": "Starrgabel",
  "Jahr": "2026"
}

Raw adapter output

{
  "retailer": "bikeexchange",
  "retailerProductId": "stevens_e_livenza_7_4_1_2026",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/stevens_e_livenza_7_4_1_2026?sku=STE_0000663581",
  "extractionMethod": "embedded-json",
  "sourceCategory": "e-bike",
  "rawTitle": "Stevens E-Livenza 7.4.1",
  "rawBrand": "Stevens",
  "price": 3599,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/2d3e5a8ee0c007a98aed-3YOEMNuv.png",
  "rawSpecifications": {
    "Rahmenmaterial": "Aluminium",
    "Rahmen": "6061 Aluminum",
    "Bremse": "Tektro Volans hydraulic disc, 4-piston front / 2-piston rear",
    "Bremsscheiben": "180 mm front and rear",
    "Bremshebel": "Tektro hydraulic brake levers",
    "Laufräder": "Alloy wheels",
    "Reifen": "Schwalbe Marathon Almotion Evolution 50-622",
    "Vorbau": "Scorpio",
    "Steuersatz": "Acros Blocklock integrated headset",
    "Lenker": "Oxygen Scorpo",
    "Display": "Bosch System Controller, minimalist",
    "Akkukapazität": "400 Wh",
    "Motor": "Bosch Performance Line SX BDU314Y, Smart System, 250 W, 60 Nm, 4 support modes 60-400 % plus walk assist",
    "Motorhersteller": "Bosch",
    "Akku": "Bosch CompactTube, integrated",
    "Licht": "Supernova Mini 3 Pro 125 Lux front; Supernova TL 3 Z (HT) / LightSKIN LED (LT) rear",
    "Kassette": "Shimano 11-speed cassette",
    "Schaltung": "11-speed cassette, 11–50 T",
    "Kurbelgarnitur": "Shimano crankset",
    "Schalthebel": "Shimano CUES U6000 (1x11)",
    "Umwerfer hinten": "Shimano CUES U6000",
    "Kette / Riemen": "Shimano chain",
    "Sattel": "Comfortable city saddle",
    "Sattelstütze": "Oxygen Havoc",
    "Gabel Bauart": "Starrgabel",
    "Jahr": "2026"
  },
  "rawFeatures": [
    "Bosch",
    "400wh",
    "Shimano Cues",
    "Beschreibung"
  ],
  "rawSizes": [
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3599,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3599,
      "seller": "JS-Bikes",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3599,
      "seller": null,
      "deliveryNote": null
    }
  ],
  "availabilityText": "sizes 3: 3 stocked, 0 gone, 0 unread",
  "fetchedAt": "2026-09-26T06:03:31.492Z",
  "sourceMeta": {
    "skus": [
      "4045985061307"
    ],
    "shopSkus": [
      "STE_0000663581",
      "STE_0000663582",
      "STE_0000663581",
      "STE_0000663584"
    ],
    "seller": "JS-Bikes",
    "sellerOfSize": "L",
    "sellerId": "8337aba5-a003-4308-aead-064afa2dbfe2",
    "storeKey": "store_01KED7T2MCMCX0VZK177QR55YE_eur",
    "storeCity": "Bruchsal",
    "storeCountry": "DE",
    "storeDelivers": true,
    "storeClickAndCollect": true,
    "storeReservation": true,
    "storeDeliveryTime": "P7D",
    "shippingPrice": 75,
    "hasMoreSellers": false,
    "condition": "NEW",
    "ctProductId": "4d9f0c8f-05b3-4dba-9101-2e13b28ba3d6",
    "shopCategory": "E-Hardtail",
    "colourCount": 1,
    "fetchedSku": "STE_0000663581"
  },
  "listingPath": [
    "E-Bikes",
    "E-MTB",
    "E-Hardtail"
  ]
}

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