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Orbea VIBE H10 MUD Blue

liquid-life:8911675523381 · source URL · confidence 0.83

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

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

Identity

Canonical configuration: Orbea | VIBE H10 MUD | Deore | 2023
Confidence: medium

• brand exact (Orbea)
• model normalized to "vibe h10 mud"
• groupset family exact (Deore)
• model year 2023 on 1 of 6 listings, unstated on the rest
• 6 listings across 2 retailers
• downgraded to medium: no shared GTIN, and the undated listings do not name a colourway a dated listing also names

Provenance — why we believe each fact

Warnings

• info wheel-material-unknown — Wheel material could not be established.
• info mixed-groupset — Not a uniform groupset: {"shifters":"Deore","rearDerailleur":"XT"}. Ranked on the shifting level, with a penalty.

Score breakdown

{
  "frameScore": 11,
  "drivetrainScore": 20,
  "wheelScore": 5,
  "extrasScore": 0,
  "suspensionScore": 2,
  "weightAdjustment": 0,
  "equipmentValue": 38,
  "notes": [
    "Shimano Deore = 20.",
    "Mixed groupset, but no crank or cassette below the family it is ranked as: no penalty.",
    "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 \"rigid\" +2 (0 mm travel, which is not scored)."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "wheelMaterial",
    "wheelTier",
    "weightKg"
  ],
  "applied": [],
  "rejected": [],
  "notes": "The drivetrain names Shimano XT and Shimano Deore, so no single groupsetFamily can be selected deterministically. The Orbea OC1 wheelset is named, but its material and tier are not established by the source. No complete-bike weight or power meter is stated.",
  "raw": {
    "frameMaterial": {
      "value": "aluminium",
      "evidence": "Orbea Vibe Top Bar Hydro 6061 Hydroform Aluminum 2021",
      "confidence": 1
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Schaltwerk: Shimano XT M8100 SGS Shadow Plus",
      "confidence": 1
    },
    "groupsetFamily": {
      "value": null,
      "evidence": null,
      "confidence": 0.95
    },
    "electronicShifting": {
      "value": "false",
      "evidence": "Schaltwerk: Shimano XT M8100 SGS Shadow Plus",
      "confidence": 0.9
    },
    "speeds": {
      "value": "12",
      "evidence": "Sun Race CSMZ80 11-51t 12-Speed Metalic E-bike",
      "confidence": 1
    },
    "mixedGroupset": {
      "value": "true",
      "evidence": "Schalthebel: Shimano Deore M6100",
      "confidence": 1
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Magura MT5 E-STOP Hydraulic Disc Easy Route Connection",
      "confidence": 1
    },
    "weightKg": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "notes": "The drivetrain names Shimano XT and Shimano Deore, so no single groupsetFamily can be selected deterministically. The Orbea OC1 wheelset is named, but its material and tier are not established by the source. No complete-bike weight or power meter is stated."
  }
}

Normalized record

{
  "id": "liquid-life:8911675523381",
  "retailer": "liquid-life",
  "retailerProductId": "8911675523381",
  "productUrl": "https://www.liquid-life.de/products/orbea-23-vibe-h10-mud-blue-2023",
  "brand": "Orbea",
  "model": "VIBE H10 MUD Blue",
  "modelYear": 2023,
  "category": "e-bike",
  "categoryBasis": "route",
  "sourceCategory": "e-bike",
  "price": 3899,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "aluminium",
  "frameModel": "Orbea Vibe Top Bar Hydro 6061 Hydroform Aluminum 2021, ICR cable routing, Forged BB, 135x9 QR, Flat Mount disc, 700x45 maximun tire, 1\" 1/2 semi head set, 41x86",
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "Deore",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 12,
  "mixedGroupset": true,
  "groupsetComponents": {
    "shifters": "Deore",
    "rearDerailleur": "XT"
  },
  "groupsetTierSpread": 0,
  "crank": "OC 42t, w/Chainguard",
  "cassette": "Sun Race CSMZ80 11-51t 12-Speed Metalic E-bike",
  "brakes": "hydraulic-disc",
  "brakePistons": null,
  "brakeTier": "unknown",
  "suspension": "none",
  "fork": {
    "make": null,
    "line": null,
    "tier": "rigid",
    "travelMm": 0
  },
  "rearShock": null,
  "dropperPost": false,
  "beltDrive": false,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": true,
  "lighting": true,
  "wheelSize": "28",
  "wheelset": "Orbea OC1",
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": null,
  "weightKg": null,
  "ebike": {
    "motor": {
      "text": "Mahle X35",
      "brand": "mahle",
      "model": "mahle-x35",
      "position": "rear-hub",
      "torqueNm": 40,
      "torqueSource": "manufacturer",
      "ratedPowerW": null,
      "peakPowerW": null
    },
    "battery": {
      "text": "Mahle motor hub X35 Plus 25kmh",
      "capacityWh": null,
      "count": null,
      "integration": "integrated",
      "removable": null
    },
    "speedClass": "pedelec-25",
    "rangeExtender": "unknown",
    "display": "Mahle X35",
    "abs": null,
    "autoShift": null,
    "statedRangeKm": null,
    "eDiscipline": "e-city",
    "eDisciplineBasis": "leaf",
    "frameShape": "unknown",
    "cargoType": "unknown",
    "maxSystemWeightKg": null,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3899,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3899,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3899,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3899,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "out-of-stock",
  "gtins": [],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/orbea-23-vibe-h10-mud-blue-2023-liquid-life-36763399979317.jpg?v=1704046194",
  "rawTitle": "Orbea VIBE H10 MUD Blue",
  "fetchedAt": "2026-09-26T08:14:56.193Z",
  "normalizationConfidence": 0.83,
  "warnings": [
    {
      "code": "wheel-material-unknown",
      "message": "Wheel material could not be established.",
      "severity": "info"
    },
    {
      "code": "mixed-groupset",
      "message": "Not a uniform groupset: {\"shifters\":\"Deore\",\"rearDerailleur\":\"XT\"}. Ranked on the shifting level, with a penalty.",
      "severity": "info"
    }
  ],
  "ebikeAi": {
    "requested": [
      "batteryWh",
      "speedClass",
      "batteryIntegration",
      "frameShape"
    ],
    "applied": [
      "speedClass",
      "batteryIntegration"
    ],
    "rejected": [],
    "notes": "",
    "raw": {
      "motorBrand": {
        "value": "mahle",
        "evidence": "Antrieb: Mahle X35",
        "confidence": 1
      },
      "motorModel": {
        "value": "mahle-x35",
        "evidence": "Antrieb: Mahle X35",
        "confidence": 1
      },
      "batteryWh": {
        "value": null,
        "evidence": null,
        "confidence": 1
      },
      "speedClass": {
        "value": "pedelec-25",
        "evidence": "Akku: Mahle motor hub X35 Plus 25kmh",
        "confidence": 0.98
      },
      "batteryIntegration": {
        "value": "integrated",
        "evidence": "Mit praktisch unsichtbar integriertem Motor, Akku, und Elektronik",
        "confidence": 0.99
      },
      "frameShape": {
        "value": null,
        "evidence": null,
        "confidence": 1
      },
      "notes": ""
    }
  }
}

Parsed specification table

{
  "Rahmen": "Orbea Vibe Top Bar Hydro 6061 Hydroform Aluminum 2021, ICR cable routing, Forged BB, 135x9 QR, Flat Mount disc, 700x45 maximun tire, 1\" 1/2 semi head set, 41x86,5 Pressfit BB, carrier and fenders compatible",
  "Steuersatz": "Acros Alloy 1-1/2\" Internal Cable Routing",
  "Gabel": "Orbea Vibe carbon fork, full carbon, 1-1/5, 700x45 maximun tire, flat mount disc mount, Thrue Axle12x100mm, Long mudguards compatible.",
  "Antrieb": "Mahle X35",
  "Akku": "Mahle motor hub X35 Plus 25kmh",
  "Display": "Mahle X35",
  "Felge": "Orbea OC1",
  "Laufradsatz": "Orbea OC1",
  "Laufradgröße": "28\"",
  "Schaltwerk": "Shimano XT M8100 SGS Shadow Plus",
  "Schalthebel": "Shimano Deore M6100",
  "Kette": "KMC X12",
  "Kurbel": "OC 42t, w/Chainguard",
  "Kassette": "Sun Race CSMZ80 11-51t 12-Speed Metalic E-bike",
  "Bremsen": "Magura MT5 E-STOP Hydraulic Disc Easy Route Connection",
  "Lenker": "Alloy 31.8mm 12mm Rise 700mm",
  "Vorbau": "OC1 31.8mm interface -6º",
  "Sattel": "Brooks Cambium C15 283x140",
  "Sattelstütze": "Alloy 27.2 Offset 20",
  "Pedale": "VP-537 Black",
  "Ständer": "Ursus Mooi R90 rear alloy adjustable",
  "Licht vorne": "Lezyne Ebike POWER STVZO PRO E115 inverted position with remote 310 lumens",
  "Licht hinten": "Lezyne FENDER STVZO",
  "Disziplin": "E-Citybike"
}

Raw adapter output

{
  "retailer": "liquid-life",
  "retailerProductId": "8911675523381",
  "productUrl": "https://www.liquid-life.de/products/orbea-23-vibe-h10-mud-blue-2023",
  "extractionMethod": "public-json-api",
  "sourceCategory": "e-bike",
  "rawTitle": "Orbea VIBE H10 MUD Blue",
  "rawBrand": "Orbea",
  "price": 3899,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/orbea-23-vibe-h10-mud-blue-2023-liquid-life-36763399979317.jpg?v=1704046194",
  "rawSpecifications": {
    "Rahmen": "Orbea Vibe Top Bar Hydro 6061 Hydroform Aluminum 2021, ICR cable routing, Forged BB, 135x9 QR, Flat Mount disc, 700x45 maximun tire, 1\" 1/2 semi head set, 41x86,5 Pressfit BB, carrier and fenders compatible",
    "Steuersatz": "Acros Alloy 1-1/2\" Internal Cable Routing",
    "Gabel": "Orbea Vibe carbon fork, full carbon, 1-1/5, 700x45 maximun tire, flat mount disc mount, Thrue Axle12x100mm, Long mudguards compatible.",
    "Antrieb": "Mahle X35",
    "Akku": "Mahle motor hub X35 Plus 25kmh",
    "Display": "Mahle X35",
    "Felge": "Orbea OC1",
    "Laufradsatz": "Orbea OC1",
    "Laufradgröße": "28\"",
    "Schaltwerk": "Shimano XT M8100 SGS Shadow Plus",
    "Schalthebel": "Shimano Deore M6100",
    "Kette": "KMC X12",
    "Kurbel": "OC 42t, w/Chainguard",
    "Kassette": "Sun Race CSMZ80 11-51t 12-Speed Metalic E-bike",
    "Bremsen": "Magura MT5 E-STOP Hydraulic Disc Easy Route Connection",
    "Lenker": "Alloy 31.8mm 12mm Rise 700mm",
    "Vorbau": "OC1 31.8mm interface -6º",
    "Sattel": "Brooks Cambium C15 283x140",
    "Sattelstütze": "Alloy 27.2 Offset 20",
    "Pedale": "VP-537 Black",
    "Ständer": "Ursus Mooi R90 rear alloy adjustable",
    "Licht vorne": "Lezyne Ebike POWER STVZO PRO E115 inverted position with remote 310 lumens",
    "Licht hinten": "Lezyne FENDER STVZO",
    "Disziplin": "E-Citybike"
  },
  "rawFeatures": [
    "Orbea Vibe 2023 Alles um uns herum wird immer einfacher zu handhaben, immer funktionaler. Genau mit diesem Ansatz haben wir ein neues Fortbewegungskonzept entwickelt, das wie für dich gemacht ist. Eine ausgefeilte Maschine, mit der du ein besonderes Gespür für Stil beweist. Einen eleganten Begleiter, der problemlos Platz in deiner Wohnung oder deinem Büro findet. Ein leichtes Fahrrad, das einfach Spaß macht. Mit praktisch unsichtbar integriertem Motor, Akku, und Elektronik für den modernen City-Lifestyle."
  ],
  "rawSizes": [
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3899,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3899,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3899,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3899,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "all variants sold out",
  "fetchedAt": "2026-09-26T08:14:56.193Z",
  "sourceMeta": {
    "shopifyProductId": 8911675523381,
    "handle": "orbea-23-vibe-h10-mud-blue-2023",
    "productType": "E-Citybike",
    "tags": [
      "C__Gender_missing",
      "C__Strassenausstattung",
      "E-Bike",
      "E-City / Urban",
      "E-Citybike",
      "Klaviyo-UVP",
      "Orbea",
      "Orbea 23 VIBE H10 MUD 2023",
      "UVP20"
    ],
    "variantSkus": [
      "620272",
      "620273",
      "620274",
      "620275"
    ]
  },
  "listingPath": [
    "E-Bikes",
    "E-City / Urban",
    "E-Citybike"
  ]
}

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