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Stevens E-Inception ED 8.8.2 GTF Gent vibrant yellow purple

bikes-de:stevens-e-inception-ed-8-8-2-gtf-2026 · source URL · confidence 0.83 · GTIN 4045985056655, 4045985056662, 4045985056679, 4045985056686

Eligibility

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

Size decisions

retailer labelalphacomparable cmmatchmappingin stockvariant priceevidence
16 | (27,5")——unknownunsupportedyes€4.999—
18 | (27,5")——unknownunsupportednolisting price—
20 | (27,5")——unknownunsupportednolisting price—
22 | (27,5")——unknownunsupportednolisting price—
mappingunsupported
reason"16 | (27,5")" 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:bikes-de / parseStevens
modelretailer:bikes-de / derivedStevens E-Inception ED 8.8.2 GTF Gent vibrant yellow purple
modelYearretailer:bikes-de / parseJahr: 2026
categoryretailer:bikes-de / derivedretailer taxonomy
frameMaterialretailer:bikes-de / parseCarbon
groupsetFamilyretailer:bikes-de / dictionarySHIMANO Deore XT SL-M8100 || SHIMANO Deore XT Shadow+ RD-M8100-SGS, 12fach
electronicShiftingretailer:bikes-de / derivedSHIMANO Deore XT SL-M8100 || SHIMANO Deore XT Shadow+ RD-M8100-SGS, 12fach
speedsretailer:bikes-de / parse12fach
brakesretailer:bikes-de / parseHydraulische Scheibenbremse
brakeTierretailer:bikes-de / dictionaryXT BR-M8
brakePistonsretailer:bikes-de / parseShimano caliper code BR-M8120
suspensionretailer:bikes-de / derivedrear shock row: Fox Float X Performance Elite
forkretailer:bikes-de / dictionaryFox 38 Float Performance Elite eMTB+
rearShockretailer:bikes-de / dictionaryFox Float X Performance Elite
dropperPostretailer:bikes-de / derivedseatpost row "Oxygen E-Scorpo DPR-E" names no dropper, in a 44-field spec table
wheelSizeretailer:bikes-de / parse27.5
powerMeterretailer:bikes-de / derivedabsent from a 44-field spec table
availabilityretailer:bikes-de / derived1 of 4 frame sizes offered for shipping by a bikes.de dealer
ebike.motorretailer:bikes-de / parseShimano EP801
ebike.motor.positiondeterministic / dictionaryshimano-ep801: https://productinfo.shimano.com/en/spec/e-bike-drive-unit
ebike.motor.torqueNmdeterministic / dictionaryshimano-ep801 85 Nm: https://productinfo.shimano.com/en/spec/e-bike-drive-unit
ebike.battery.capacityWhretailer:bikes-de / parseAkku-Kapazität (Wh): 800
ebike.speedClassretailer:bikes-de / parseMotor-Unterstützung: bis 25 km/h
ebike.eDisciplineretailer:bikes-de / parseshelf: E-MTB Fullys
ebike.displayretailer:bikes-de / parseDisplay: Shimano SC-EN600
ebike.maxSystemWeightKgretailer:bikes-de / parseZulässiges Gesamtgewicht: 140
weightKgai / ai (1)Gewicht: 25.3

Warnings

Score breakdown

{
  "frameScore": 26,
  "drivetrainScore": 22,
  "wheelScore": 5,
  "extrasScore": 4,
  "suspensionScore": 9,
  "weightAdjustment": -3,
  "equipmentValue": 63,
  "notes": [
    "Shimano XT = 23.",
    "Mixed groupset -1: cassette is Deore, 26 tier below XT.",
    "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.",
    "25.3 kg vs 14.4 kg mtb-hardtail reference = -3.",
    "Fork \"upper\" +9 (170 mm travel, which is not scored).",
    "Brake series \"upper\" +4."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "wheelMaterial",
    "wheelTier",
    "weightKg"
  ],
  "applied": [
    "weightKg"
  ],
  "rejected": [],
  "notes": "Wheel material and tier are not established by the source. The wheelset is identified as Sun Ringlé Düroc SD37, but no material or tier is stated. The source also lists a front tyre size of 65-622 alongside a 27.5-inch wheel size and a rear tyre size of 65-584; this is potentially inconsistent.",
  "raw": {
    "frameMaterial": {
      "value": "carbon",
      "evidence": "Rahmenmaterial lt. Hersteller: Carbon",
      "confidence": 1
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Schaltwerk: SHIMANO Deore XT Shadow+ RD-M8100-SGS, 12fach",
      "confidence": 1
    },
    "groupsetFamily": {
      "value": "XT",
      "evidence": "Schaltwerk: SHIMANO Deore XT Shadow+ RD-M8100-SGS, 12fach",
      "confidence": 1
    },
    "electronicShifting": {
      "value": "false",
      "evidence": "Schaltungstyp: Kettenschaltung",
      "confidence": 0.98
    },
    "speeds": {
      "value": "12",
      "evidence": "Anzahl Gänge: 12",
      "confidence": 1
    },
    "mixedGroupset": {
      "value": "false",
      "evidence": "Schaltwerk: SHIMANO Deore XT Shadow+ RD-M8100-SGS, 12fach, 12fach",
      "confidence": 0.95
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.95
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0.98
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremsen: Hydraulische Scheibenbremse",
      "confidence": 1
    },
    "weightKg": {
      "value": "25.3",
      "evidence": "Gewicht: 25.3",
      "confidence": 1
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "notes": "Wheel material and tier are not established by the source. The wheelset is identified as Sun Ringlé Düroc SD37, but no material or tier is stated. The source also lists a front tyre size of 65-622 alongside a 27.5-inch wheel size and a rear tyre size of 65-584; this is potentially inconsistent."
  }
}

Normalized record

{
  "id": "bikes-de:stevens-e-inception-ed-8-8-2-gtf-2026",
  "retailer": "bikes-de",
  "retailerProductId": "stevens-e-inception-ed-8-8-2-gtf-2026",
  "productUrl": "https://www.bikes.de/shop/e-bikes/marke.stevens/stevens-e-inception-ed-8-8-2-gtf-2026/",
  "brand": "Stevens",
  "model": "E-Inception ED 8.8.2 GTF Gent vibrant yellow purple",
  "modelYear": 2026,
  "category": "e-bike",
  "categoryBasis": "route",
  "sourceCategory": "e-bike",
  "price": 4999,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "carbon",
  "frameModel": null,
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "XT",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 12,
  "mixedGroupset": true,
  "groupsetComponents": {
    "shifters": "XT",
    "rearDerailleur": "XT",
    "cassette": "Deore"
  },
  "groupsetTierSpread": 26,
  "crank": "SHIMANO FC-EM600",
  "cassette": "SHIMANO Deore CS-M6100, 12fach",
  "brakes": "hydraulic-disc",
  "brakePistons": 4,
  "brakeTier": "upper",
  "suspension": "full",
  "fork": {
    "make": "FOX",
    "line": "38",
    "tier": "upper",
    "travelMm": 170
  },
  "rearShock": {
    "make": "FOX",
    "line": "Float X",
    "tier": "upper"
  },
  "dropperPost": false,
  "beltDrive": null,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": null,
  "wheelSize": "27.5",
  "wheelset": "VR: Sun Ringlé Düroc SD37, 31 x 622, HR: Sun Ringlé Düroc SD37, 31 x 584 | Strummer CLTP | Strummer M42-3",
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "VR: Schwalbe Magic Mary Evolution, 65-622, HR: Schwalbe Eddy Current Evolution, 65-584",
  "weightKg": 25.3,
  "ebike": {
    "motor": {
      "text": "Shimano EP801",
      "brand": "shimano",
      "model": "shimano-ep801",
      "position": "mid",
      "torqueNm": 85,
      "torqueSource": "manufacturer",
      "ratedPowerW": null,
      "peakPowerW": null
    },
    "battery": {
      "text": "Darfon 800 | 800",
      "capacityWh": 800,
      "count": 1,
      "integration": "unknown",
      "removable": null
    },
    "speedClass": "pedelec-25",
    "rangeExtender": "unknown",
    "display": "Shimano SC-EN600",
    "abs": null,
    "autoShift": null,
    "statedRangeKm": null,
    "eDiscipline": "e-mtb",
    "eDisciplineBasis": "leaf",
    "frameShape": "unknown",
    "cargoType": "unknown",
    "maxSystemWeightKg": 140,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "16 | (27,5\")",
      "size": null,
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4999
    },
    {
      "rawSize": "18 | (27,5\")",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    },
    {
      "rawSize": "20 | (27,5\")",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    },
    {
      "rawSize": "22 | (27,5\")",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    }
  ],
  "seller": null,
  "availability": "limited",
  "gtins": [
    "4045985056655",
    "4045985056662",
    "4045985056679",
    "4045985056686"
  ],
  "imageUrl": "https://bikes-opt.b-cdn.net/stevens/2026/1295483_01.jpg",
  "rawTitle": "Stevens E-Inception ED 8.8.2 GTF Gent vibrant yellow purple",
  "fetchedAt": "2026-09-26T06:23:32.353Z",
  "normalizationConfidence": 0.83,
  "warnings": [
    {
      "code": "single-size-only",
      "message": "Only one size is in stock (16 | (27,5\")).",
      "severity": "info"
    },
    {
      "code": "wheel-material-unknown",
      "message": "Wheel material could not be established.",
      "severity": "info"
    },
    {
      "code": "mixed-groupset",
      "message": "Not a uniform groupset: {\"shifters\":\"XT\",\"rearDerailleur\":\"XT\",\"cassette\":\"Deore\"}. Ranked on the shifting level, with a penalty.",
      "severity": "info"
    }
  ],
  "ebikeAi": {
    "requested": [
      "batteryIntegration",
      "frameShape"
    ],
    "applied": [],
    "rejected": [],
    "notes": "Battery integration and frame shape could not be established deterministically from the source.",
    "raw": {
      "motorBrand": {
        "value": "shimano",
        "evidence": "Motor: Shimano EP801",
        "confidence": 1
      },
      "motorModel": {
        "value": "shimano-ep801",
        "evidence": "Motor: Shimano EP801",
        "confidence": 1
      },
      "batteryWh": {
        "value": "800",
        "evidence": "Akku-Kapazität (Wh): 800",
        "confidence": 1
      },
      "speedClass": {
        "value": "pedelec-25",
        "evidence": "Motor-Unterstützung: bis 25 km/h",
        "confidence": 1
      },
      "batteryIntegration": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "frameShape": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "notes": "Battery integration and frame shape could not be established deterministically from the source."
    }
  }
}

Parsed specification table

{
  "Akku": "Darfon 800",
  "Akku-Kapazität (Wh)": "800",
  "Motor": "Shimano EP801",
  "Motor-Unterstützung": "bis 25 km/h",
  "Display": "Shimano SC-EN600",
  "Rahmenmaterial lt. Hersteller": "Carbon",
  "Gabel": "Fox 38 Float Performance Elite eMTB+",
  "Gabel Federweg (mm)": "170",
  "Dämpfer": "Fox Float X Performance Elite",
  "Dämpfer Federweg": "170",
  "Schaltungstyp": "Kettenschaltung",
  "Anzahl Gänge": "12",
  "Schaltwerk": "SHIMANO Deore XT Shadow+ RD-M8100-SGS, 12fach",
  "Schalthebel": "SHIMANO Deore XT SL-M8100",
  "Zahnkranz": "SHIMANO Deore CS-M6100, 12fach",
  "Bremsen": "Hydraulische Scheibenbremse",
  "Bremse": "VR: SHIMANO Deore XT BR-M8120, HR: SHIMANO Deore XT BR-M8120",
  "Bremshebel": "Shimano Deore XT BL-M8100",
  "Bremsscheiben": "VR: SHIMANO SM-RT64, 203 mm, HR: SHIMANO SM-RT64, 203 mm",
  "Laufradgröße": "27,5 Zoll",
  "Reifen": "VR: Schwalbe Magic Mary Evolution, 65-622, HR: Schwalbe Eddy Current Evolution, 65-584",
  "Vorderrad-Nabe": "Strummer CLTP",
  "Hinterrad-Nabe": "Strummer M42-3",
  "Felgen": "VR: Sun Ringlé Düroc SD37, 31 x 622, HR: Sun Ringlé Düroc SD37, 31 x 584",
  "Kurbelsatz": "SHIMANO FC-EM600",
  "Pedale": "MTB Flatpedal Reflex",
  "Innenlager": "SHIMANO Steps",
  "Lenker": "Oxygen E-Scorpo 780 mm",
  "Vorbau": "Oxygen E-Scorpo",
  "Steuersatz": "Acros Blocklock Taper 1 1/8\"-1 1/2\"",
  "Sattel": "Fizik Terra Alpaca",
  "Sattelstütze": "Oxygen E-Scorpo DPR-E",
  "Straßenzulassung": "Nein",
  "Marke": "Stevens",
  "EAN": "4045985056655",
  "Hersteller Artikelnummer": "824133265",
  "Modellserie Bezeichnung": "E-Inception ED 8.8.2 GTF",
  "Rahmenform lt. Hersteller": "Gent",
  "Markenfarbe": "vibrant yellow purple",
  "Rahmenhöhe": "16 | (27,5\")",
  "Jahr": "2026",
  "Zielgruppe": "Damen",
  "Gewicht": "25.3",
  "Zulässiges Gesamtgewicht": "140"
}

Raw adapter output

{
  "retailer": "bikes-de",
  "retailerProductId": "stevens-e-inception-ed-8-8-2-gtf-2026",
  "productUrl": "https://www.bikes.de/shop/e-bikes/marke.stevens/stevens-e-inception-ed-8-8-2-gtf-2026/",
  "extractionMethod": "server-html",
  "sourceCategory": "e-bike",
  "rawTitle": "Stevens E-Inception ED 8.8.2 GTF Gent vibrant yellow purple",
  "rawBrand": "Stevens",
  "price": 4999,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://bikes-opt.b-cdn.net/stevens/2026/1295483_01.jpg",
  "rawSpecifications": {
    "Akku": "Darfon 800",
    "Akku-Kapazität (Wh)": "800",
    "Motor": "Shimano EP801",
    "Motor-Unterstützung": "bis 25 km/h",
    "Display": "Shimano SC-EN600",
    "Rahmenmaterial lt. Hersteller": "Carbon",
    "Gabel": "Fox 38 Float Performance Elite eMTB+",
    "Gabel Federweg (mm)": "170",
    "Dämpfer": "Fox Float X Performance Elite",
    "Dämpfer Federweg": "170",
    "Schaltungstyp": "Kettenschaltung",
    "Anzahl Gänge": "12",
    "Schaltwerk": "SHIMANO Deore XT Shadow+ RD-M8100-SGS, 12fach",
    "Schalthebel": "SHIMANO Deore XT SL-M8100",
    "Zahnkranz": "SHIMANO Deore CS-M6100, 12fach",
    "Bremsen": "Hydraulische Scheibenbremse",
    "Bremse": "VR: SHIMANO Deore XT BR-M8120, HR: SHIMANO Deore XT BR-M8120",
    "Bremshebel": "Shimano Deore XT BL-M8100",
    "Bremsscheiben": "VR: SHIMANO SM-RT64, 203 mm, HR: SHIMANO SM-RT64, 203 mm",
    "Laufradgröße": "27,5 Zoll",
    "Reifen": "VR: Schwalbe Magic Mary Evolution, 65-622, HR: Schwalbe Eddy Current Evolution, 65-584",
    "Vorderrad-Nabe": "Strummer CLTP",
    "Hinterrad-Nabe": "Strummer M42-3",
    "Felgen": "VR: Sun Ringlé Düroc SD37, 31 x 622, HR: Sun Ringlé Düroc SD37, 31 x 584",
    "Kurbelsatz": "SHIMANO FC-EM600",
    "Pedale": "MTB Flatpedal Reflex",
    "Innenlager": "SHIMANO Steps",
    "Lenker": "Oxygen E-Scorpo 780 mm",
    "Vorbau": "Oxygen E-Scorpo",
    "Steuersatz": "Acros Blocklock Taper 1 1/8\"-1 1/2\"",
    "Sattel": "Fizik Terra Alpaca",
    "Sattelstütze": "Oxygen E-Scorpo DPR-E",
    "Straßenzulassung": "Nein",
    "Marke": "Stevens",
    "EAN": "4045985056655",
    "Hersteller Artikelnummer": "824133265",
    "Modellserie Bezeichnung": "E-Inception ED 8.8.2 GTF",
    "Rahmenform lt. Hersteller": "Gent",
    "Markenfarbe": "vibrant yellow purple",
    "Rahmenhöhe": "16 | (27,5\")",
    "Jahr": "2026",
    "Zielgruppe": "Damen",
    "Gewicht": "25.3",
    "Zulässiges Gesamtgewicht": "140"
  },
  "rawFeatures": [],
  "rawSizes": [
    {
      "rawSize": "16 | (27,5\")",
      "size": null,
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4999
    },
    {
      "rawSize": "18 | (27,5\")",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    },
    {
      "rawSize": "20 | (27,5\")",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    },
    {
      "rawSize": "22 | (27,5\")",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    }
  ],
  "availabilityText": "1 of 4 frame sizes offered for shipping by a bikes.de dealer",
  "fetchedAt": "2026-09-26T06:23:32.353Z",
  "sourceMeta": {
    "dealers": [
      "e-bike TECHNIK-ZENTRUM ETZ GmbH"
    ],
    "listingRows": 1,
    "articleNumbers": [
      "1295483"
    ],
    "skus": [
      "4045985056662",
      "4045985056679",
      "4045985056686"
    ],
    "leafCategory": "E-MTB Fullys"
  },
  "listingPath": [
    "E-Bikes",
    "E-Mountainbikes",
    "E-MTB Fullys"
  ]
}

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