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Orbea Muga 10 White - Black 2026

liquid-life:10198789325109 · source URL · confidence 0.7

Eligibility

Cannot win: availability is out-of-stock; no size confirmed in stock; confidence 0.7 below 0.75; 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 | MUGA 10 | 2026
Confidence: high

• brand exact (Orbea)
• model normalized to "muga 10"
• groupset family unidentified on every listing
• model year 2026 on 5 of 8 listings, unstated on the rest
• GTIN match (8434446979736, 8434446979774, 8434446979804, +9 more)
• 8 listings across 5 retailers

Provenance — why we believe each fact

Warnings

• high groupset-unknown — Groupset could not be established.
• info mixed-groupset — Not a uniform groupset: {}. Ranked on the shifting level, with a penalty.

Score breakdown

{
  "frameScore": 11,
  "drivetrainScore": 0,
  "wheelScore": 5,
  "extrasScore": 3,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 19,
  "notes": [
    "Groupset not identified: 0 drivetrain points.",
    "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 series not stated: scored at the bottom of the fork ladder rather than assumed.",
    "Brake series \"basic\" +0.",
    "Dropper post +3."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "groupsetFamily",
    "wheelMaterial",
    "wheelTier",
    "weightKg"
  ],
  "applied": [],
  "rejected": [],
  "notes": "The drivetrain is named as Enviolo Automatiq with a Gates belt and Prowheel crank, but Enviolo is not present in the permitted groupset vocabulary. The cassette tooth count does not establish the number of rear sprockets. The wheelset is identified only as Alloy without a model, so wheelTier cannot be assigned.",
  "raw": {
    "frameMaterial": {
      "value": "aluminium",
      "evidence": "Rahmen: Orbea Muga 2026, Hydroformed Alloy 6061, OLD 148, Belt drive compatible, Orbea cockpit and equipment ecosystem, w/ Custom Kickstand, Carrier compatible.",
      "confidence": 0.99
    },
    "groupsetBrand": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "groupsetFamily": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "electronicShifting": {
      "value": "true",
      "evidence": "Schaltwerk: Enviolo Automatiq, BT",
      "confidence": 0.95
    },
    "speeds": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "mixedGroupset": {
      "value": "true",
      "evidence": "Schaltwerk: Enviolo Automatiq, BT\nKette: Gates CDX Belt\nKurbel: Prowheel EB03 alloy",
      "confidence": 0.9
    },
    "wheelMaterial": {
      "value": "aluminium",
      "evidence": "Laufradsatz: Alloy, 25c, 32H",
      "confidence": 0.99
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremsen: Shimano MT520 Hydraulic Disc",
      "confidence": 0.99
    },
    "weightKg": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "notes": "The drivetrain is named as Enviolo Automatiq with a Gates belt and Prowheel crank, but Enviolo is not present in the permitted groupset vocabulary. The cassette tooth count does not establish the number of rear sprockets. The wheelset is identified only as Alloy without a model, so wheelTier cannot be assigned."
  }
}

Normalized record

{
  "id": "liquid-life:10198789325109",
  "retailer": "liquid-life",
  "retailerProductId": "10198789325109",
  "productUrl": "https://www.liquid-life.de/products/orbea-muga-10-white-black-2026",
  "brand": "Orbea",
  "model": "Muga 10 White",
  "modelYear": 2026,
  "category": "e-bike",
  "categoryBasis": "stated",
  "sourceCategory": "e-bike",
  "price": 7099,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "aluminium",
  "frameModel": "Orbea Muga 2026, Hydroformed Alloy 6061, OLD 148, Belt drive compatible, Orbea cockpit and equipment ecosystem, w/ Custom Kickstand, Carrier compatible.",
  "frameTier": null,
  "groupsetBrand": null,
  "groupsetFamily": null,
  "groupsetGeneration": null,
  "electronicShifting": null,
  "speeds": null,
  "mixedGroupset": true,
  "groupsetComponents": null,
  "groupsetTierSpread": 0,
  "crank": "Prowheel EB03 alloy",
  "cassette": "Gates CDX 24t for Enviolo",
  "brakes": "hydraulic-disc",
  "brakePistons": 4,
  "brakeTier": "basic",
  "suspension": "full",
  "fork": {
    "make": "FOX",
    "line": "34",
    "tier": "unknown",
    "travelMm": null
  },
  "rearShock": {
    "make": "FOX",
    "line": "Float",
    "tier": "mid"
  },
  "dropperPost": true,
  "beltDrive": true,
  "hubDynamo": null,
  "rack": true,
  "mudguards": null,
  "chaincase": null,
  "kickstand": true,
  "lighting": true,
  "wheelSize": "28",
  "wheelset": "Alloy, 25c, 32H",
  "wheelMaterial": "aluminium",
  "wheelTier": "unknown",
  "tyres": "VR: Schwalbe Johnny Watts LR, 60-622, Reflective Tape | HR: Schwalbe Johnny Watts LR, 60-622, Reflective Tape",
  "weightKg": null,
  "ebike": {
    "motor": {
      "text": null,
      "brand": "bosch",
      "model": null,
      "position": "unknown",
      "torqueNm": null,
      "torqueSource": null,
      "ratedPowerW": null,
      "peakPowerW": null
    },
    "battery": {
      "text": "Bosch Powertube 750Wh Horizontal BBP3770",
      "capacityWh": 750,
      "count": 1,
      "integration": "integrated",
      "removable": null
    },
    "speedClass": "unknown",
    "rangeExtender": "unknown",
    "display": "Bosch Purion 400",
    "abs": null,
    "autoShift": true,
    "statedRangeKm": null,
    "eDiscipline": "e-mtb",
    "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": 7099,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 7099,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 7099,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 7099,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "out-of-stock",
  "gtins": [],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/T374TTCC-HT-SIDE-MUGA_10.webp?v=1756207646",
  "rawTitle": "Orbea Muga 10 White - Black 2026",
  "fetchedAt": "2026-09-26T07:38:50.464Z",
  "normalizationConfidence": 0.7,
  "warnings": [
    {
      "code": "groupset-unknown",
      "message": "Groupset could not be established.",
      "severity": "high"
    },
    {
      "code": "mixed-groupset",
      "message": "Not a uniform groupset: {}. Ranked on the shifting level, with a penalty.",
      "severity": "info"
    }
  ],
  "ebikeAi": {
    "requested": [
      "motorModel",
      "speedClass",
      "frameShape"
    ],
    "applied": [],
    "rejected": [],
    "notes": "The source names Bosch Performance Line CX Gen. 5 with unit designation BDU38, but does not establish one of the permitted exact motor models. It does not explicitly establish the speed class, battery integration type, or frame shape.",
    "raw": {
      "motorBrand": {
        "value": "bosch",
        "evidence": "Antrieb: Bosch Drive Unit Performance Line CX Gen. 5 (BDU38), Smart System",
        "confidence": 1
      },
      "motorModel": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "batteryWh": {
        "value": "750",
        "evidence": "Akku: Bosch Powertube 750Wh Horizontal BBP3770",
        "confidence": 1
      },
      "speedClass": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "batteryIntegration": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "frameShape": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "notes": "The source names Bosch Performance Line CX Gen. 5 with unit designation BDU38, but does not establish one of the permitted exact motor models. It does not explicitly establish the speed class, battery integration type, or frame shape."
    }
  }
}

Parsed specification table

{
  "Rahmen": "Orbea Muga 2026, Hydroformed Alloy 6061, OLD 148, Belt drive compatible, Orbea cockpit and equipment ecosystem, w/ Custom Kickstand, Carrier compatible.",
  "Steuersatz": "FSA 1-1/2\" Integrated Aluminium Cup",
  "Gabel": "Fox 34 Float AWL Sport 120 Rail 2.0, Kabolt 15x110, Fender and ABS Mts",
  "Dämpfer": "Fox Float Performance Trunnion 2-Pos custom tune 165x42.5mm",
  "Antrieb": "Bosch Drive Unit Performance Line CX Gen. 5 (BDU38), Smart System",
  "Akku": "Bosch Powertube 750Wh Horizontal BBP3770",
  "Software": "Ready for 120 Nm Upgrade",
  "Display": "Bosch Purion 400",
  "Remote": "Bosch Mini Remote BRC3300",
  "Reifen": "VR: Schwalbe Johnny Watts LR, 60-622, Reflective Tape | HR: Schwalbe Johnny Watts LR, 60-622, Reflective Tape",
  "Laufradsatz": "Alloy, 25c, 32H",
  "Laufradgröße": "28\"",
  "Schaltwerk": "Enviolo Automatiq, BT",
  "Kette": "Gates CDX Belt",
  "Kurbel": "Prowheel EB03 alloy",
  "Kassette": "Gates CDX 24t for Enviolo",
  "Bremsen": "Shimano MT520 Hydraulic Disc",
  "Lenker": "Orbea Urban, Integ. light, Backsweep 9, Rise 30, Width 760",
  "Sattel": "Selle Royal Vivo Ergo",
  "Sattelstütze": "OC Mountain Control MC22, 31.6mm, Dropper",
  "Pedale": "nicht im Lieferumfang enthalten",
  "Gepäckträger": "Orbea RR-02 Alloy, w/MIK HD and MIK Side and Ortlieb QL3.1 system. Max. 30Kg",
  "Ständer": "Orbea Integrated",
  "Licht vorne": "Supernova Starstream Pro, High Beam",
  "Licht hinten": "Supernova TL3 Z",
  "Disziplin": "E-MTB SUV"
}

Raw adapter output

{
  "retailer": "liquid-life",
  "retailerProductId": "10198789325109",
  "productUrl": "https://www.liquid-life.de/products/orbea-muga-10-white-black-2026",
  "extractionMethod": "public-json-api",
  "sourceCategory": "e-bike",
  "rawTitle": "Orbea Muga 10 White - Black 2026",
  "rawBrand": "Orbea",
  "price": 7099,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/T374TTCC-HT-SIDE-MUGA_10.webp?v=1756207646",
  "rawSpecifications": {
    "Rahmen": "Orbea Muga 2026, Hydroformed Alloy 6061, OLD 148, Belt drive compatible, Orbea cockpit and equipment ecosystem, w/ Custom Kickstand, Carrier compatible.",
    "Steuersatz": "FSA 1-1/2\" Integrated Aluminium Cup",
    "Gabel": "Fox 34 Float AWL Sport 120 Rail 2.0, Kabolt 15x110, Fender and ABS Mts",
    "Dämpfer": "Fox Float Performance Trunnion 2-Pos custom tune 165x42.5mm",
    "Antrieb": "Bosch Drive Unit Performance Line CX Gen. 5 (BDU38), Smart System",
    "Akku": "Bosch Powertube 750Wh Horizontal BBP3770",
    "Software": "Ready for 120 Nm Upgrade",
    "Display": "Bosch Purion 400",
    "Remote": "Bosch Mini Remote BRC3300",
    "Reifen": "VR: Schwalbe Johnny Watts LR, 60-622, Reflective Tape | HR: Schwalbe Johnny Watts LR, 60-622, Reflective Tape",
    "Laufradsatz": "Alloy, 25c, 32H",
    "Laufradgröße": "28\"",
    "Schaltwerk": "Enviolo Automatiq, BT",
    "Kette": "Gates CDX Belt",
    "Kurbel": "Prowheel EB03 alloy",
    "Kassette": "Gates CDX 24t for Enviolo",
    "Bremsen": "Shimano MT520 Hydraulic Disc",
    "Lenker": "Orbea Urban, Integ. light, Backsweep 9, Rise 30, Width 760",
    "Sattel": "Selle Royal Vivo Ergo",
    "Sattelstütze": "OC Mountain Control MC22, 31.6mm, Dropper",
    "Pedale": "nicht im Lieferumfang enthalten",
    "Gepäckträger": "Orbea RR-02 Alloy, w/MIK HD and MIK Side and Ortlieb QL3.1 system. Max. 30Kg",
    "Ständer": "Orbea Integrated",
    "Licht vorne": "Supernova Starstream Pro, High Beam",
    "Licht hinten": "Supernova TL3 Z",
    "Disziplin": "E-MTB SUV"
  },
  "rawFeatures": [
    "Orbea Muga 10 White - Black 2026 Das Muga wurde gebaut, damit du noch weiter kommst, mit kraftvoller Unterstützung, großer Reichweite und leistungsfähigem Fahrwerk."
  ],
  "rawSizes": [
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 7099,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 7099,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 7099,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 7099,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "all variants sold out",
  "fetchedAt": "2026-09-26T07:38:50.464Z",
  "sourceMeta": {
    "shopifyProductId": 10198789325109,
    "handle": "orbea-muga-10-white-black-2026",
    "productType": "E-MTB SUV",
    "tags": [
      "E-Bike",
      "E-Mountainbike",
      "E-MTB Fully",
      "E-MTB Marathon-Tour (100-120mm)",
      "E-MTB SUV",
      "Klaviyo-UVP",
      "Orbea",
      "UVP20"
    ],
    "variantSkus": [
      "647532",
      "647533",
      "647534",
      "647535"
    ]
  },
  "listingPath": [
    "E-Bikes",
    "E-Mountainbike",
    "E-MTB SUV"
  ]
}

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