Langma Advanced 2 - Native Grey

bike-mailorder:10649364758792 · source URL · confidence 1 · GTIN 4711291220102, 4711291220119, 4711291220126, 4711291220133 +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	€2.699	—
XS	XS	—	unknown	unsupported	no	€2.699	—
S	S	—	unknown	unsupported	no	€2.699	—
M	M	—	unknown	unsupported	no	€2.699	—
L	L	—	unknown	unsupported	no	€2.699	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

XXS

—

unknown

unsupported

€2.699

—

unknown

unsupported

€2.699

—

unknown

unsupported

€2.699

—

unknown

unsupported

€2.699

—

unknown

unsupported

€2.699

—

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

Canonical configuration: Liv | LANGMA ADVANCED 2 | 105 | 2026
Confidence: medium

brand exact (Liv)
model normalized to "langma advanced 2"
groupset family exact (105)
model year 2026 on 5 of 9 listings, unstated on the rest
GTIN match (4711291220102, 4711291220119, 4711291220126, +2 more)
9 listings across 6 retailers
downgraded to medium: listings disagree on speeds: 12 vs 11
conflict: speeds: 12 vs 11

retailer	price	sizes in stock
Mount7	€2.159	XS	debug
Fahrrad XXL	€2.199,99	L, M, S, XS, XXS	debug
BIKE24	€2.229	M	debug
Bike-Mailorder	€2.241,28	none	debug
Bike-Mailorder	€2.499	none	debug
Bike-Mailorder	€2.499	none	debug
BikeExchange	€2.698	XS, S, M	debug
bikes.de	€2.699	S \| (28")	debug
Bike-Mailorder	€2.699	none	debug

retailer

price

sizes in stock

Mount7

€2.159

debug

Fahrrad XXL

€2.199,99

L, M, S, XS, XXS

debug

BIKE24

€2.229

debug

Bike-Mailorder

€2.241,28

none

debug

Bike-Mailorder

€2.499

none

debug

Bike-Mailorder

€2.499

none

debug

BikeExchange

€2.698

XS, S, M

debug

bikes.de

€2.699

S | (28")

debug

Bike-Mailorder

€2.699

none

debug

Provenance — why we believe each fact

field source evidence

brand retailer:bike-mailorder / parse Liv

model retailer:bike-mailorder / derived Langma Advanced 2 - Native Grey

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 105, 2x12-fach || Shimano 105, 12-fach || Shimano 105

electronicShifting retailer:bike-mailorder / derived Shimano 105, 2x12-fach || Shimano 105, 12-fach || Shimano 105

speeds retailer:bike-mailorder / parse 2x12

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 22-field spec table

beltDrive retailer:bike-mailorder / parse KMC

wheelMaterial retailer:bike-mailorder / dictionary GIANT P-R1

wheelTier retailer:bike-mailorder / dictionary GIANT P-R1

powerMeter retailer:bike-mailorder / derived absent from a 22-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 2 - Native Grey
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 105, 2x12-fach \|\| Shimano 105, 12-fach \|\| Shimano 105
electronicShifting	`retailer:bike-mailorder` / derived	Shimano 105, 2x12-fach \|\| Shimano 105, 12-fach \|\| Shimano 105
speeds	`retailer:bike-mailorder` / parse	2x12
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 22-field spec table
beltDrive	`retailer:bike-mailorder` / parse	KMC
wheelMaterial	`retailer:bike-mailorder` / dictionary	GIANT P-R1
wheelTier	`retailer:bike-mailorder` / dictionary	GIANT P-R1
powerMeter	`retailer:bike-mailorder` / derived	absent from a 22-field spec table
availability	`retailer:bike-mailorder` / derived	all variants sold out

Warnings

none

Score breakdown

{
  "frameScore": 28,
  "drivetrainScore": 20,
  "wheelScore": 9,
  "extrasScore": 4,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 61,
  "notes": [
    "Frame tier \"mid\" +2.",
    "Shimano 105 = 20.",
    "Wheels \"good-aluminium\" = 9.",
    "Brakes \"hydraulic-disc\" +3.",
    "Tubeless-ready +1.",
    "Weight not published: no weight adjustment either way."
  ],
  "marketPrice": 3005,
  "valueScore": 1.113,
  "savingsVsMarket": 306
}

AI normalization

Not used: deterministic parsing resolved every field it needed.

Normalized record

{
  "id": "bike-mailorder:10649364758792",
  "retailer": "bike-mailorder",
  "retailerProductId": "10649364758792",
  "productUrl": "https://www.bike-mailorder.com/products/langma-advanced-2-native-grey",
  "brand": "Liv",
  "model": "Langma Advanced 2",
  "modelYear": null,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 2699,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "carbon",
  "frameModel": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 33mm",
  "frameTier": "mid",
  "groupsetBrand": "Shimano",
  "groupsetFamily": "105",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 12,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "105",
    "rearDerailleur": "105",
    "frontDerailleur": "105",
    "crank": "105",
    "cassette": "105"
  },
  "groupsetTierSpread": 0,
  "crank": "Shimano 105, 52/36T Kettenblätter",
  "cassette": "Shimano 105, 11-34T",
  "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 P-R1 Disc, Tubeless Ready | GIANT P-R1 Disc",
  "wheelMaterial": "aluminium",
  "wheelTier": "good-aluminium",
  "tyres": "GIANT Gavia Course 0, 700x28c, Tubeless Ready, 170 TPI Auslieferung schlauchlos",
  "weightKg": null,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2699,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2699,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2699,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2699,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2699,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "out-of-stock",
  "gtins": [
    "4711291220102",
    "4711291220119",
    "4711291220126",
    "4711291220133",
    "4711291220140"
  ],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/y1owit4cn3p7mtvne2gi.jpg?v=1765870548",
  "rawTitle": "Langma Advanced 2 - Native Grey",
  "fetchedAt": "2026-09-19T04:43:06.415Z",
  "normalizationConfidence": 1,
  "warnings": []
}

Parsed specification table

{
  "Rahmen": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 33mm",
  "Gabel": "Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm",
  "Lenker": "Liv Contact",
  "Vorbau": "GIANT Contact Aerolight",
  "Kurbel": "Shimano 105, 52/36T Kettenblätter",
  "Innenlager": "Shimano Pressfit",
  "Kassette": "Shimano 105, 11-34T",
  "Kette": "KMC X-12",
  "Schalthebel": "Shimano 105, 2x12-fach",
  "Umwerfer": "Shimano 105",
  "Schaltwerk": "Shimano 105, 12-fach",
  "Bremsen": "Shimano 105 HRD, 160/140mm",
  "Bremshebel": "Shimano 105 HRD",
  "Felgen": "GIANT P-R1 Disc, Tubeless Ready",
  "Naben (v/h)": "GIANT P-R1 Disc",
  "Speichen": "GIANT P-R1 Disc",
  "Reifen": "GIANT Gavia Course 0, 700x28c, Tubeless Ready, 170 TPI Auslieferung schlauchlos",
  "Sattel": "Liv Approach",
  "Sattelstütze": "GIANT Variant Carbon",
  "Zubehör (teilw. verbaut)": "Tubeless Kit (Dichtmittel, Ventile, Reifenheber, Ventilkernwerkzeug, Bedienungsanleitung)",
  "Max. Reifenbreite": "33 mm",
  "Disziplin": "Bike, Bikes, new, Rennräder, Spedition, Straßenrennräder"
}

Raw adapter output

{
  "retailer": "bike-mailorder",
  "retailerProductId": "10649364758792",
  "productUrl": "https://www.bike-mailorder.com/products/langma-advanced-2-native-grey",
  "extractionMethod": "public-json-api",
  "sourceCategory": "road",
  "rawTitle": "Langma Advanced 2 - Native Grey",
  "rawBrand": "Liv",
  "price": 2699,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/y1owit4cn3p7mtvne2gi.jpg?v=1765870548",
  "rawSpecifications": {
    "Rahmen": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 33mm",
    "Gabel": "Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm",
    "Lenker": "Liv Contact",
    "Vorbau": "GIANT Contact Aerolight",
    "Kurbel": "Shimano 105, 52/36T Kettenblätter",
    "Innenlager": "Shimano Pressfit",
    "Kassette": "Shimano 105, 11-34T",
    "Kette": "KMC X-12",
    "Schalthebel": "Shimano 105, 2x12-fach",
    "Umwerfer": "Shimano 105",
    "Schaltwerk": "Shimano 105, 12-fach",
    "Bremsen": "Shimano 105 HRD, 160/140mm",
    "Bremshebel": "Shimano 105 HRD",
    "Felgen": "GIANT P-R1 Disc, Tubeless Ready",
    "Naben (v/h)": "GIANT P-R1 Disc",
    "Speichen": "GIANT P-R1 Disc",
    "Reifen": "GIANT Gavia Course 0, 700x28c, Tubeless Ready, 170 TPI Auslieferung schlauchlos",
    "Sattel": "Liv Approach",
    "Sattelstütze": "GIANT Variant Carbon",
    "Zubehör (teilw. verbaut)": "Tubeless Kit (Dichtmittel, Ventile, Reifenheber, Ventilkernwerkzeug, Bedienungsanleitung)",
    "Max. Reifenbreite": "33 mm",
    "Disziplin": "Bike, Bikes, new, Rennräder, Spedition, Straßenrennräder"
  },
  "rawFeatures": [
    "Das Langma Advanced ist das offizielle Rad für die Rennradsaison und wurde entwickelt, um Berge und Ranglisten zu erklimmen. Der überarbeitete Rahmen und die Komponenten sind perfekt aufeinander abgestimmt und sorgen für mühelose Anstiege und furchtlose Abfahrten. Die stromlinienförmige Aerodynamik rundet dieses Allroundtalent ab und motiviert dich, den ganzen Tag lang deine Grenzen zu überschreiten.",
    "QOM-LEVEL EFFICIENCY Der überarbeitete Rahmen und die integrierten Teile sorgen für eine effiziente Kraftübertragung, damit du schnell beschleunigen und lange bergauf fahren kannst.",
    "LIMIT-PUSHING CONTROL Mit bis zu 33 mm Reifenfreiheit bist du für jede Straße gerüstet, egal ob frisch asphaltiert oder vom Wetter gezeichnet, ohne dass das Handling darunter leidet. Der ausgestellte Lenker sorgt für Kontrolle und Sicherheit bei explosiven Sprints und rasanten Abfahrten.",
    "GAP-WIDENING AERO Mit den abgeschnittenen Ellipsenrohrformen und dem neuen Design für die interne Kabelführung kannst du den Luftwiderstand verringern, schneller fahren und die Landschaft an dir vorbeiziehen sehen.",
    "Ausstattung: Modeljahr: 2026 Rahmen: Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 33mm Gabel: Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm Lenker: Liv Contact Vorbau: GIANT Contact Aerolight Kurbel: Shimano 105, 52/36T Kettenblätter Innenlager: Shimano Pressfit Kassette: Shimano 105, 11-34T Kette: KMC X-12 Schalthebel: Shimano 105, 2x12-fach Umwerfer: Shimano 105 Schaltwerk: Shimano 105, 12-fach Bremsen: Shimano 105 HRD, 160/140mm Bremshebel: Shimano 105 HRD Felgen: GIANT P-R1 Disc, Tubeless Ready Naben (v/h): GIANT P-R1 Disc Speichen: GIANT P-R1 Disc Reifen: GIANT Gavia Course 0, 700x28c, Tubeless Ready, 170 TPI Auslieferung schlauchlos Sattel: Liv Approach Sattelstütze: GIANT Variant Carbon Zubehör (teilw. verbaut): Tubeless Kit (Dichtmittel, Ventile, Reifenheber, Ventilkernwerkzeug, Bedienungsanleitung) Max. Reifenbreite: 33 mm",
    "* In seltenen Fällen liefern unsere Hersteller Fahrräder mit geänderten, aber gleichwertigen Komponenten."
  ],
  "rawSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2699,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2699,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2699,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2699,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 2699,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "all variants sold out",
  "fetchedAt": "2026-09-19T04:43:06.415Z",
  "sourceMeta": {
    "shopifyProductId": 10649364758792,
    "handle": "langma-advanced-2-native-grey",
    "productType": "Bike",
    "tags": [
      "Bike",
      "Bikes",
      "new",
      "Rennräder",
      "Spedition",
      "Straßenrennräder"
    ],
    "skus": [
      "4711291220102",
      "4711291220119",
      "4711291220126",
      "4711291220133",
      "4711291220140"
    ],
    "articleNumbers": [
      "LIV260029",
      "LIV260029.1",
      "LIV260029.2",
      "LIV260029.3",
      "LIV260029.4"
    ],
    "stockSource": "feed-sold-out",
    "backorderNote": null,
    "untrackedVariants": 0,
    "variantsNotInStockArray": 0,
    "bWareVariantsRemoved": []
  }
}

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