Langma Advanced 1+ Cold Iron

bike-mailorder:9616369615112 · source URL · confidence 1 · GTIN 4712878745919, 4712878745926, 4712878745933, 4712878745940 +1

Eligibility

Cannot win: availability is out-of-stock; no size confirmed in stock

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
XXS	XXS	—	unknown	unsupported	no	€2.719	—
XS	XS	—	unknown	unsupported	no	€2.889,15	—
S	S	—	unknown	unsupported	no	€2.889,15	—
M	M	—	unknown	unsupported	no	€2.889,15	—
L	L	—	unknown	unsupported	no	€2.889,15	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

XXS

—

unknown

unsupported

€2.719

—

unknown

unsupported

€2.889,15

—

unknown

unsupported

€2.889,15

—

unknown

unsupported

€2.889,15

—

unknown

unsupported

€2.889,15

—

mapping	unsupported
reason	Liv publishes no defensible conventional equivalence for its letter sizes. Liv publishes rider-height ranges only, and Giant's conventional-size table cannot be borrowed for it even though Liv is Giant's own brand: Liv's letters sit close to a full size lower. Liv's Langma reads XXS 145-160, XS 152-166, S 158-172, M 164-178, L 170-184 cm, where Giant's TCR reads XS 157-169, S 165-175, M 171-181, ML 177-187, L 183-193. A Liv L is positioned where a Giant M/S is, so applying the Giant mapping would tell a 58 cm shopper that a Liv L fits when it is nearer a conventional 54.

mapping

unsupported

reason

Liv publishes no defensible conventional equivalence for its letter sizes. Liv publishes rider-height ranges only, and Giant's conventional-size table cannot be borrowed for it even though Liv is Giant's own brand: Liv's letters sit close to a full size lower. Liv's Langma reads XXS 145-160, XS 152-166, S 158-172, M 164-178, L 170-184 cm, where Giant's TCR reads XS 157-169, S 165-175, M 171-181, ML 177-187, L 183-193. A Liv L is positioned where a Giant M/S is, so applying the Giant mapping would tell a 58 cm shopper that a Liv L fits when it is nearer a conventional 54.

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

field source evidence

brand retailer:bike-mailorder / parse Liv

model retailer:bike-mailorder / derived Langma Advanced 1+ Cold Iron

modelYear retailer:bike-mailorder / parse Modelljahr: 2022

category retailer:bike-mailorder / derived retailer taxonomy

frameMaterial retailer:bike-mailorder / parse Carbon

frameTier retailer:bike-mailorder / dictionary Advanced

groupsetFamily retailer:bike-mailorder / dictionary Shimano Ultegra, 2-fach || Shimano Ultegra, 11-fach || Shimano Ultegra

electronicShifting retailer:bike-mailorder / derived Shimano Ultegra, 2-fach || Shimano Ultegra, 11-fach || Shimano Ultegra

speeds retailer:bike-mailorder / parse 11-fach

brakes retailer:bike-mailorder / parse HRD

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

fork retailer:bike-mailorder / dictionary Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm

dropperPost retailer:bike-mailorder / derived seatpost row "GIANT Variant Carbon" names no dropper, in a 23-field spec table

beltDrive retailer:bike-mailorder / parse KMC

wheelMaterial retailer:bike-mailorder / dictionary GIANT SLR 2

wheelTier retailer:bike-mailorder / dictionary GIANT SLR 2

powerMeter retailer:bike-mailorder / derived absent from a 23-field spec table

availability retailer:bike-mailorder / derived all variants sold out

field	source	evidence
brand	`retailer:bike-mailorder` / parse	Liv
model	`retailer:bike-mailorder` / derived	Langma Advanced 1+ Cold Iron
modelYear	`retailer:bike-mailorder` / parse	Modelljahr: 2022
category	`retailer:bike-mailorder` / derived	retailer taxonomy
frameMaterial	`retailer:bike-mailorder` / parse	Carbon
frameTier	`retailer:bike-mailorder` / dictionary	Advanced
groupsetFamily	`retailer:bike-mailorder` / dictionary	Shimano Ultegra, 2-fach \|\| Shimano Ultegra, 11-fach \|\| Shimano Ultegra
electronicShifting	`retailer:bike-mailorder` / derived	Shimano Ultegra, 2-fach \|\| Shimano Ultegra, 11-fach \|\| Shimano Ultegra
speeds	`retailer:bike-mailorder` / parse	11-fach
brakes	`retailer:bike-mailorder` / parse	HRD
suspension	`retailer:bike-mailorder` / derived	no suspension fork and no rear shock on a drop-bar listing
fork	`retailer:bike-mailorder` / dictionary	Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm
dropperPost	`retailer:bike-mailorder` / derived	seatpost row "GIANT Variant Carbon" names no dropper, in a 23-field spec table
beltDrive	`retailer:bike-mailorder` / parse	KMC
wheelMaterial	`retailer:bike-mailorder` / dictionary	GIANT SLR 2
wheelTier	`retailer:bike-mailorder` / dictionary	GIANT SLR 2
powerMeter	`retailer:bike-mailorder` / derived	absent from a 23-field spec table
availability	`retailer:bike-mailorder` / derived	all variants sold out

Warnings

info mixed-groupset — Not a uniform groupset: {"shifters":"Ultegra","rearDerailleur":"Ultegra","frontDerailleur":"Ultegra","crank":"Ultegra","cassette":"105"}. Ranked on the shifting level, with a penalty.

Score breakdown

{
  "frameScore": 28,
  "drivetrainScore": 25,
  "wheelScore": 13,
  "extrasScore": 4,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 70,
  "notes": [
    "Frame tier \"mid\" +2.",
    "Shimano Ultegra = 26.",
    "Mixed groupset -1: cassette is 105, 20 tier below Ultegra.",
    "Wheels \"entry-carbon\" = 13.",
    "Brakes \"hydraulic-disc\" +3.",
    "Tubeless-ready +1.",
    "Weight not published: no weight adjustment either way."
  ],
  "marketPrice": 3839,
  "valueScore": 1.412,
  "savingsVsMarket": 1120
}

AI normalization

Not used: deterministic parsing resolved every field it needed.

Normalized record

{
  "id": "bike-mailorder:9616369615112",
  "retailer": "bike-mailorder",
  "retailerProductId": "9616369615112",
  "productUrl": "https://www.bike-mailorder.com/products/liv-langma-advanced-1-cold-iron",
  "brand": "Liv",
  "model": "Langma Advanced 1+ Cold Iron",
  "modelYear": 2022,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 2719,
  "originalPrice": 3399,
  "currency": "EUR",
  "discountPercent": 20,
  "frameMaterial": "carbon",
  "frameModel": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 30mm",
  "frameTier": "mid",
  "groupsetBrand": "Shimano",
  "groupsetFamily": "Ultegra",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 11,
  "mixedGroupset": true,
  "groupsetComponents": {
    "shifters": "Ultegra",
    "rearDerailleur": "Ultegra",
    "frontDerailleur": "Ultegra",
    "crank": "Ultegra",
    "cassette": "105"
  },
  "groupsetTierSpread": 20,
  "crank": "Shimano Ultegra 52/36T Kettenblätter",
  "cassette": "Shimano 105, 11-30T",
  "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": null,
  "lighting": null,
  "wheelSize": null,
  "wheelset": "GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm | GIANT SLR 2 Disc",
  "wheelMaterial": "carbon",
  "wheelTier": "entry-carbon",
  "tyres": null,
  "weightKg": null,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2719,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2889.15,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2889.15,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2889.15,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2889.15,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "out-of-stock",
  "gtins": [
    "4712878745919",
    "4712878745926",
    "4712878745933",
    "4712878745940",
    "4712878745957"
  ],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/my22langmaadvanced1plusdisccoloracoldiron-1087304.jpg?v=1736959686",
  "rawTitle": "Langma Advanced 1+ Cold Iron",
  "fetchedAt": "2026-09-19T04:50:01.032Z",
  "normalizationConfidence": 1,
  "warnings": [
    {
      "code": "mixed-groupset",
      "message": "Not a uniform groupset: {\"shifters\":\"Ultegra\",\"rearDerailleur\":\"Ultegra\",\"frontDerailleur\":\"Ultegra\",\"crank\":\"Ultegra\",\"cassette\":\"105\"}. Ranked on the shifting level, with a penalty.",
      "severity": "info"
    }
  ]
}

Parsed specification table

{
  "Modelljahr": "2022",
  "Rahmen": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 30mm",
  "Gabel": "Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm",
  "Kurbel": "Shimano Ultegra 52/36T Kettenblätter",
  "Innenlager": "Shimano Pressfit",
  "Kette": "KMC X11SL-1",
  "Kassette": "Shimano 105, 11-30T",
  "Schaltwerk": "Shimano Ultegra, 11-fach",
  "Umwerfer": "Shimano Ultegra",
  "Schalthebel": "Shimano Ultegra, 2-fach",
  "Bremsen": "Shimano Ultegra HRD, 160/ 140 mm",
  "Bremshebel": "Shimano Ultegra HRD",
  "Pedale": "nicht im Lieferumfang enthalten",
  "Sattel": "Liv Approach",
  "Sattelstütze": "GIANT Variant Carbon",
  "Vorbau": "GIANT Contact",
  "Lenker": "Liv Contact",
  "Griffe": "Liv All Condition",
  "Naben": "GIANT SLR 2 Disc",
  "Speichen": "GIANT SLR 2 Disc",
  "Felgen": "GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm",
  "Reifen (V/H)": "GIANT Gavia Course 1, 700x25c, Tubeless Ready, 60 TPI Auslieferung schlauchlos",
  "Disziplin": "Bike, bike outlet, Bikes, Rennräder, Spedition"
}

Raw adapter output

{
  "retailer": "bike-mailorder",
  "retailerProductId": "9616369615112",
  "productUrl": "https://www.bike-mailorder.com/products/liv-langma-advanced-1-cold-iron",
  "extractionMethod": "public-json-api",
  "sourceCategory": "road",
  "rawTitle": "Langma Advanced 1+ Cold Iron",
  "rawBrand": "Liv",
  "price": 2719,
  "originalPrice": 3399,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/my22langmaadvanced1plusdisccoloracoldiron-1087304.jpg?v=1736959686",
  "rawSpecifications": {
    "Modelljahr": "2022",
    "Rahmen": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 30mm",
    "Gabel": "Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm",
    "Kurbel": "Shimano Ultegra 52/36T Kettenblätter",
    "Innenlager": "Shimano Pressfit",
    "Kette": "KMC X11SL-1",
    "Kassette": "Shimano 105, 11-30T",
    "Schaltwerk": "Shimano Ultegra, 11-fach",
    "Umwerfer": "Shimano Ultegra",
    "Schalthebel": "Shimano Ultegra, 2-fach",
    "Bremsen": "Shimano Ultegra HRD, 160/ 140 mm",
    "Bremshebel": "Shimano Ultegra HRD",
    "Pedale": "nicht im Lieferumfang enthalten",
    "Sattel": "Liv Approach",
    "Sattelstütze": "GIANT Variant Carbon",
    "Vorbau": "GIANT Contact",
    "Lenker": "Liv Contact",
    "Griffe": "Liv All Condition",
    "Naben": "GIANT SLR 2 Disc",
    "Speichen": "GIANT SLR 2 Disc",
    "Felgen": "GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm",
    "Reifen (V/H)": "GIANT Gavia Course 1, 700x25c, Tubeless Ready, 60 TPI Auslieferung schlauchlos",
    "Disziplin": "Bike, bike outlet, Bikes, Rennräder, Spedition"
  },
  "rawFeatures": [
    "Egal, ob du lieber steile Rampen erklimmst, rasante Abfahrten genießt oder ständig deine persönliche Bestleistung knacken willst – das neue Langma Advanced ist bereit für deine Herausforderungen! Es hat einen überarbeiteten, super leichten Aero-Rahmen und ausgewählte Modelle sind mit den neuen GIANT SLR 36 Disc WheelSystem Laufrädern ausgestattet. Integrierte Scheibenbremsen, ein maßgeschneiderter Liv Sattel und der passende Liv Lenker sorgen für perfekten Komfort und optimale Leistung.",
    "Schnellere Beschleunigung",
    "Das Herzstück des Langma Advanced ist ein superleichtes Advanced-Grade Carbon Rahmenset, das ein starkes Steifigkeits-Gewichts-Verhältnis für explosive Beschleunigung bietet. Neue ellipsenförmige Rohre reduzieren den Luftwiderstand und erhöhen die Sprinteffizienz.",
    "Integrierte Flat-Mount-Scheibenbremsen liefern das nötige Vertrauen, um Geschwindigkeit in die Kurven zu tragen und variierende Wetterbedingungen zu meistern. Das Langma nimmt auch Reifen bis zu 32 mm auf, so dass du dein Set-up an die jeweilige Straße anpassen kannst.",
    "Reduzierung von Vibrationen",
    "Das schlauchlose GIANT SLR 36 Disc-Laufradsystem (nur an ausgewählten Modelle) reduziert den Luftwiderstand, während die einstellbare Variant Carbon-Sattelstütze eine hervorragende Nachgiebigkeit bietet, so dass du ein reaktionsfreudiges Bike erhältst, das über raue Straßen nur so dahingleitet.",
    "Ausstattung: Modelljahr: 2022 Rahmen: Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 30mm Gabel: Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm Kurbel: Shimano Ultegra 52/36T Kettenblätter Innenlager: Shimano Pressfit Kette: KMC X11SL-1 Kassette: Shimano 105, 11-30T Schaltwerk: Shimano Ultegra, 11-fach Umwerfer: Shimano Ultegra Schalthebel: Shimano Ultegra, 2-fach Bremsen: Shimano Ultegra HRD, 160/ 140 mm Bremshebel : Shimano Ultegra HRD Pedale: nicht im Lieferumfang enthalten Sattel: Liv Approach Sattelstütze: GIANT Variant Carbon Vorbau: GIANT Contact Lenker: Liv Contact Griffe: Liv All Condition Naben: GIANT SLR 2 Disc Speichen: GIANT SLR 2 Disc Felgen: GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm Reifen (V/H): GIANT Gavia Course 1, 700x25c, Tubeless Ready, 60 TPI Auslieferung schlauchlos Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
    "* In seltenen Fällen liefern unsere Hersteller Fahrräder mit geänderten, aber gleichwertigen Komponenten."
  ],
  "rawSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2719,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2889.15,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2889.15,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2889.15,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2889.15,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "all variants sold out",
  "fetchedAt": "2026-09-19T04:50:01.032Z",
  "sourceMeta": {
    "shopifyProductId": 9616369615112,
    "handle": "liv-langma-advanced-1-cold-iron",
    "productType": "Bike",
    "tags": [
      "Bike",
      "bike outlet",
      "Bikes",
      "Rennräder",
      "Spedition"
    ],
    "skus": [
      "4712878745919",
      "4712878745926",
      "4712878745933",
      "4712878745940",
      "4712878745957"
    ],
    "articleNumbers": [
      "LIVA0061",
      "LIVA0061.1",
      "LIVA0061.2",
      "LIVA0061.3",
      "LIVA0061.4"
    ],
    "stockSource": "feed-sold-out",
    "backorderNote": null,
    "untrackedVariants": 0,
    "variantsNotInStockArray": 0,
    "bWareVariantsRemoved": []
  }
}

Impressum · Privacy · Contact · About BikeFind