← Market map (road) · shopper page
bike-mailorder:12314109739272 · source URL · confidence 0.69 · GTIN 4711291349070, 4711291349124, 4711291349131, 4711291349148 +2
Cannot win: confidence 0.69 below 0.75
| retailer label | alpha | comparable cm | match | mapping | in stock | variant price | evidence |
|---|---|---|---|---|---|---|---|
| XS | XS | 49–51 cm | equivalent | curated manufacturer mapping — Giant Contend, medium confidence | yes | €1.600 | Giant Contend XS = 49–51 cm — manufacturer-conventional-size-equivalence, confidence medium, reviewed 2026-09-04. https://www.giant-bicycles.com/us/technology/detail/57 |
| S | S | 51–54 cm | equivalent | curated manufacturer mapping — Giant Contend, medium confidence | yes | €1.600 | Giant Contend S = 51–54 cm — manufacturer-conventional-size-equivalence, confidence medium, reviewed 2026-09-04. https://www.giant-bicycles.com/us/technology/detail/57 |
| M | M | 55–57 cm | equivalent | curated manufacturer mapping — Giant Contend, medium confidence | yes | €1.600 | Giant Contend M = 55–57 cm — manufacturer-conventional-size-equivalence, confidence medium, reviewed 2026-09-04. https://www.giant-bicycles.com/us/technology/detail/57 |
| ML | M/L | 57–59 cm | equivalent | curated manufacturer mapping — Giant Contend, medium confidence | yes | €1.600 | Giant Contend M/L = 57–59 cm — manufacturer-conventional-size-equivalence, confidence medium, reviewed 2026-09-04. https://www.giant-bicycles.com/us/technology/detail/57 |
| L | L | 58–60 cm | equivalent | curated manufacturer mapping — Giant Contend, medium confidence | yes | €1.600 | Giant Contend L = 58–60 cm — manufacturer-conventional-size-equivalence, confidence medium, reviewed 2026-09-04. https://www.giant-bicycles.com/us/technology/detail/57 |
| XL | XL | 61–63 cm | equivalent | curated manufacturer mapping — Giant Contend, medium confidence | pre-order | €1.600 | Beim Lieferanten bestellt |
| mapping | curated manufacturer mapping |
|---|---|
| scope | Giant Contend |
| sizes | XS = 49–51 cm · S = 51–54 cm · M = 55–57 cm · M/L = 57–59 cm · L = 58–60 cm · XL = 61–63 cm |
| confidence | MEDIUM |
| evidence type | manufacturer-conventional-size-equivalence |
| evidence | Giant's own Compact Road Design page publishes a table headed 'COMPACT ROAD SIZING' whose first column is 'CONVENTIONAL FRAME SIZING (CM)', mapped against 'RIDER HEIGHT', 'COMPACT ROAD FRAME SIZE' and 'SEATTUBE / TOPTUBE LENGTH (CM)': 49-51 / XS / 42-52; 51-54 / S / 44-53.5; 55-57 / M / 50-55.5; 57-59 / M-L / 53.5-57; 58-60 / L / 55.5-58.5; 61-63 / XL / 58.5-61. This is the manufacturer answering exactly the question we ask, and its own seat-tube column (L = 55.5 cm) shows why the seat tube must not be used for it. |
| source | https://www.giant-bicycles.com/us/technology/detail/57 https://www.giant-bicycles.com/au/technology/detail/57 https://www.giant-bicycles.com/gb/technology/detail/57 https://www.giant-bicycles.com/gb/tcr-advanced-2 https://www.giant-bicycles.com/gb/propel-advanced-2 https://www.giant-bicycles.com/gb/defy-advanced-2 https://www.giant-bicycles.com/gb/contend-ar-2 |
| reviewed | 2026-09-04 |
| notes | Scoped to the four families whose current height ladder was individually checked. It must not be extended to Liv: Liv's letters sit a full size lower (Langma L = 170-184 cm rider against Giant L = 183-193 cm), which is recorded as a refusal. RESIDUAL UNCERTAINTY, and the reason confidence is medium: Giant's conventional column runs 1-2.5 cm above where the letter-sized brands in this dataset sit (Scott's own dual labels put its L at 56 cm and KTM's at 57, where Giant calls its L a conventional 58-60). That is not necessarily a contradiction — Giant covers 157-199 cm in six sizes where Scott uses seven, so its letters are spaced wider and each sits higher, and Canyon says in as many words that a medium at one brand can be a small or a large at another. But an attempt to check Giant's column against a numerically-sized brand's own rider heights failed: Cube, Cannondale, Cervelo, BMC and Orbea all publish sizing through interactive calculators rather than a fetchable table, so no independent anchor was obtained. The practical exposure is about one size at the top of the range, and the published range absorbs it: if the truth were nearer 57-59 than 58-60, a 58 cm shopper still sees an L correctly, a 60 cm shopper sees one marginally, and a 57 cm shopper misses one rather than being shown the wrong bike. The dataset contains no Giant listing sized in centimetres, so there is also no retailer statement to corroborate or contradict this. |
A shopper asking for: 54 → S in stock · 56 → M in stock · 58 → ML/L in stock · 60 → L in stock
Only listing of this configuration — nothing to merge.
| field | source | evidence |
|---|---|---|
| brand | retailer:bike-mailorder / parse | Giant |
| model | retailer:bike-mailorder / derived | Contend AR 2 - Luminous Lagoon |
| category | retailer:bike-mailorder / derived | retailer taxonomy |
| groupsetFamily | retailer:bike-mailorder / dictionary | Shimano Cues ST-U6030 || Shimano Cues FD-U6030 |
| electronicShifting | retailer:bike-mailorder / derived | Shimano Cues ST-U6030 || Shimano Cues FD-U6030 |
| speeds | retailer:bike-mailorder / parse | model code U6030 |
| brakes | retailer:bike-mailorder / dictionary | component code BR-U6030 |
| suspension | retailer:bike-mailorder / derived | no suspension fork and no rear shock on a drop-bar listing |
| fork | retailer:bike-mailorder / dictionary | Giant Advanced Carbon mit OD1 |
| dropperPost | retailer:bike-mailorder / derived | seatpost row "Giant D-Fuse Carbon, Carbon" names no dropper, in a 17-field spec table |
| beltDrive | retailer:bike-mailorder / parse | Shimano Cues FD-U6030 |
| powerMeter | retailer:bike-mailorder / derived | absent from a 17-field spec table |
| availability | retailer:bike-mailorder / derived | 5 of 6 variants in stock, 1 pre-order only |
info some-sizes-preorder-only — 1 size(s) are pre-order, not stock: XL (Beim Lieferanten bestellt).high frame-material-unknown — Frame material could not be established.info wheel-material-unknown — Wheel material could not be established.{
"frameScore": 8,
"drivetrainScore": 10,
"wheelScore": 4,
"extrasScore": 3,
"suspensionScore": 0,
"weightAdjustment": 0,
"equipmentValue": 25,
"notes": [
"Frame material unknown: scored below aluminium rather than assumed.",
"Shimano CUES = 10.",
"Wheels unknown: scored below basic aluminium rather than assumed.",
"Brakes \"hydraulic-disc\" +3.",
"Weight not published: no weight adjustment either way."
],
"marketPrice": 1105,
"valueScore": 0.691,
"savingsVsMarket": -495
}
{
"requested": [
"frameMaterial",
"wheelMaterial",
"wheelTier",
"weightKg"
],
"applied": [],
"rejected": [
{
"field": "frameMaterial",
"reason": "evidence not found verbatim in source",
"value": "aluminium",
"evidence": "einen leichten Aluminiumrahmen"
}
],
"notes": "Frame is aluminium with a carbon fork/sattelstütze mentioned separately (evidence: \"Gabel: Giant Advanced Carbon\" and \"Giant D-Fuse Carbon\"). No wheelset or wheel material/model is listed (only tyres), so wheelMaterial and wheelTier cannot be determined. Bike weight is not stated.",
"raw": {
"frameMaterial": {
"value": "aluminium",
"evidence": "einen leichten Aluminiumrahmen",
"confidence": 0.9
},
"groupsetBrand": {
"value": "Shimano",
"evidence": "Shimano Cues",
"confidence": 0.9
},
"groupsetFamily": {
"value": "CUES",
"evidence": "Shimano Cues",
"confidence": 0.9
},
"electronicShifting": {
"value": null,
"evidence": null,
"confidence": 0.3
},
"speeds": {
"value": "10",
"evidence": "10-fach, 10-Gang",
"confidence": 0.9
},
"mixedGroupset": {
"value": "false",
"evidence": "Shimano Cues",
"confidence": 0.8
},
"wheelMaterial": {
"value": null,
"evidence": null,
"confidence": 0.3
},
"wheelTier": {
"value": null,
"evidence": null,
"confidence": 0.3
},
"brakes": {
"value": "hydraulic-disc",
"evidence": "Hydraulische Scheibenbremsen",
"confidence": 0.9
},
"weightKg": {
"value": null,
"evidence": null,
"confidence": 0.3
},
"powerMeter": {
"value": null,
"evidence": null,
"confidence": 0.3
},
"notes": "Frame is aluminium with a carbon fork/sattelstütze mentioned separately (evidence: \"Gabel: Giant Advanced Carbon\" and \"Giant D-Fuse Carbon\"). No wheelset or wheel material/model is listed (only tyres), so wheelMaterial and wheelTier cannot be determined. Bike weight is not stated."
}
}
{
"id": "bike-mailorder:12314109739272",
"retailer": "bike-mailorder",
"retailerProductId": "12314109739272",
"productUrl": "https://www.bike-mailorder.com/products/giant-contend-ar-2-luminous-lagoon",
"brand": "Giant",
"model": "Contend AR 2",
"modelYear": null,
"category": "road",
"categoryBasis": "route",
"sourceCategory": "road",
"price": 1600,
"originalPrice": null,
"currency": "EUR",
"discountPercent": null,
"frameMaterial": "unknown",
"frameModel": "AluxX, 12x142 mm, UDH kompatibel",
"frameTier": null,
"groupsetBrand": "Shimano",
"groupsetFamily": "CUES",
"groupsetGeneration": null,
"electronicShifting": false,
"speeds": 10,
"mixedGroupset": false,
"groupsetComponents": {
"shifters": "CUES",
"frontDerailleur": "CUES",
"crank": "CUES"
},
"groupsetTierSpread": 0,
"crank": "Shimano Cues FC-U6030, 50 Zähne",
"cassette": null,
"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": null,
"wheelMaterial": "unknown",
"wheelTier": "unknown",
"tyres": "Giant Gavia Fondo 2 700x32C, Pannenschutz",
"weightKg": null,
"ebike": null,
"powerMeter": false,
"powerMeterKind": null,
"availableSizes": [
{
"rawSize": "XS",
"size": "XS",
"sizeCm": null,
"inStock": true,
"stockCount": 1,
"price": 1600,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "S",
"size": "S",
"sizeCm": null,
"inStock": true,
"stockCount": 1,
"price": 1600,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "M",
"size": "M",
"sizeCm": null,
"inStock": true,
"stockCount": 1,
"price": 1600,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "ML",
"size": "M/L",
"sizeCm": null,
"inStock": true,
"stockCount": 1,
"price": 1600,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "L",
"size": "L",
"sizeCm": null,
"inStock": true,
"stockCount": 1,
"price": 1600,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "XL",
"size": "XL",
"sizeCm": null,
"inStock": true,
"stockCount": null,
"price": 1600,
"preorder": true,
"deliveryNote": "Beim Lieferanten bestellt"
}
],
"seller": null,
"availability": "in-stock",
"gtins": [
"4711291349070",
"4711291349124",
"4711291349131",
"4711291349148",
"4711291349155",
"4711291349162"
],
"imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/MY27_Contend_AR_2_Color_A.jpg?v=1790761722",
"rawTitle": "Contend AR 2 - Luminous Lagoon",
"fetchedAt": "2026-11-01T01:51:15.419Z",
"normalizationConfidence": 0.69,
"warnings": [
{
"code": "some-sizes-preorder-only",
"message": "1 size(s) are pre-order, not stock: XL (Beim Lieferanten bestellt).",
"severity": "info"
},
{
"code": "frame-material-unknown",
"message": "Frame material could not be established.",
"severity": "high"
},
{
"code": "wheel-material-unknown",
"message": "Wheel material could not be established.",
"severity": "info"
}
]
}
{
"Rahmen": "AluxX, 12x142 mm, UDH kompatibel",
"Gabel": "Giant Advanced Carbon mit OD1",
"Kurbelsatz": "Shimano Cues FC-U6030, 50 Zähne",
"Innenlager": "Shimano BB-RS500",
"Antrieb": "KMC X-11",
"Schaltung": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
"Umwerfer": "Shimano Cues FD-U6030",
"Schalt-/Bremshebel": "Shimano Cues ST-U6030",
"Bremsen": "Shimano Cues BR-U6030",
"Bremsscheiben": "⌀ 160 mm",
"Reifen": "Giant Gavia Fondo 2 700x32C, Pannenschutz",
"Lenker": "Giant Contact",
"Vorbau": "Giant Contact Aerolight",
"Griffe": "Giant Cork",
"Sattel": "Giant Approach",
"Sattelstütze": "Giant D-Fuse Carbon, Carbon",
"Disziplin": "20260930, Bike, Bikes, Herren oder Unisex, new, Rennräder, Spedition, Straßenrennräder"
}
{
"retailer": "bike-mailorder",
"retailerProductId": "12314109739272",
"productUrl": "https://www.bike-mailorder.com/products/giant-contend-ar-2-luminous-lagoon",
"extractionMethod": "public-json-api",
"sourceCategory": "road",
"rawTitle": "Contend AR 2 - Luminous Lagoon",
"rawBrand": "Giant",
"price": 1600,
"originalPrice": null,
"currency": "EUR",
"imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/MY27_Contend_AR_2_Color_A.jpg?v=1790761722",
"rawSpecifications": {
"Rahmen": "AluxX, 12x142 mm, UDH kompatibel",
"Gabel": "Giant Advanced Carbon mit OD1",
"Kurbelsatz": "Shimano Cues FC-U6030, 50 Zähne",
"Innenlager": "Shimano BB-RS500",
"Antrieb": "KMC X-11",
"Schaltung": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
"Umwerfer": "Shimano Cues FD-U6030",
"Schalt-/Bremshebel": "Shimano Cues ST-U6030",
"Bremsen": "Shimano Cues BR-U6030",
"Bremsscheiben": "⌀ 160 mm",
"Reifen": "Giant Gavia Fondo 2 700x32C, Pannenschutz",
"Lenker": "Giant Contact",
"Vorbau": "Giant Contact Aerolight",
"Griffe": "Giant Cork",
"Sattel": "Giant Approach",
"Sattelstütze": "Giant D-Fuse Carbon, Carbon",
"Disziplin": "20260930, Bike, Bikes, Herren oder Unisex, new, Rennräder, Spedition, Straßenrennräder"
},
"rawFeatures": [
"Dieser moderne Allrounder basiert auf einem leichten Aluminiumrahmen in Kombination mit einer Carbon-Gabel und bietet dir Kontrolle und Komfort auf langen Strecken. Die zusätzliche Reifenfreiheit schafft Platz für breite, großvolumige Reifen – genau das Richtige für unvorhersehbare oder wechselnde Straßenbeläge. Die Komponenten sind für alles ausgelegt, was dir unterwegs begegnet. Sattelstütze und Cockpit sorgen für angenehme Nachgiebigkeit und dauerhaften Komfort, wenn du deine bisherigen Grenzen hinter dir lässt. Jede Distanz, jede Art von Straße.",
"VON AUSDAUER INSPIRIERT Eine D-Fuse Composite-Sattelstütze absorbiert Stöße und Vibrationen vom Hinterrad, während eine Advanced Composite-Gabel Unebenheiten an der Front reduziert. Diese bewährten Technologien aus den leistungsstarken Giant Rennrädern sorgen für zusätzlichen Fahrkomfort und helfen, Ermüdung auf langen Touren zu minimieren. Der Giant Approach Sattel passt sich dank Particle Flow Technology deinem Körper an. Die großvolumigen, schlauchlosen Gavia Fondo 2 Reifen mit 32 mm Breite ermöglichen einen niedrigeren Reifendruck für besseren Grip und ein geschmeidigeres Fahrgefühl. Die Reifen verfügen über einen Race Shield Kevlar-Pannenschutz, der Reifenpannen vorbeugt.",
"VOLLE KONTROLLE Ein ergonomisch geformter Lenker optimiert den Komfort für deine Hände in jeder Griffposition – am Oberlenker, an den Bremsgriffkörpern und im Unterlenker. Der Unterlenker ist um 7,2 Grad ausgestellt und bietet dadurch mehr Sicherheit und Kontrolle bei Abfahrten und in Kurven. Hydraulische Scheibenbremsen liefern eine konstante, gut dosierbare Bremsleistung und helfen, die Ermüdung der Hände auf langen Abfahrten zu reduzieren. Ein bewährter Shimano Antrieb bietet eine große Übersetzungsbandbreite für eine optimale Trittfrequenz auf wechselndem Terrain.",
"Rahmen: AluxX, 12x142 mm, UDH kompatibel",
"Gabel: Giant Advanced Carbon mit OD1",
"Kurbelsatz: Shimano Cues FC-U6030, 50 Zähne",
"Innenlager: Shimano BB-RS500",
"Schaltung: Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
"Umwerfer: Shimano Cues FD-U6030",
"Schalt-/Bremshebel: Shimano Cues ST-U6030",
"Bremsen: Shimano Cues BR-U6030",
"Bremsscheiben: ⌀ 160 mm"
],
"rawSizes": [
{
"rawSize": "XS",
"size": "XS",
"sizeCm": null,
"inStock": true,
"stockCount": 1,
"price": 1600,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "S",
"size": "S",
"sizeCm": null,
"inStock": true,
"stockCount": 1,
"price": 1600,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "M",
"size": "M",
"sizeCm": null,
"inStock": true,
"stockCount": 1,
"price": 1600,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "ML",
"size": "M/L",
"sizeCm": null,
"inStock": true,
"stockCount": 1,
"price": 1600,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "L",
"size": "L",
"sizeCm": null,
"inStock": true,
"stockCount": 1,
"price": 1600,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "XL",
"size": "XL",
"sizeCm": null,
"inStock": true,
"stockCount": null,
"price": 1600,
"preorder": true,
"deliveryNote": "Beim Lieferanten bestellt"
}
],
"availabilityText": "5 of 6 variants in stock, 1 pre-order only",
"fetchedAt": "2026-11-01T01:51:15.419Z",
"sourceMeta": {
"shopifyProductId": 12314109739272,
"handle": "giant-contend-ar-2-luminous-lagoon",
"productType": "Bike",
"tags": [
"20260930",
"Bike",
"Bikes",
"Herren oder Unisex",
"new",
"Rennräder",
"Spedition",
"Straßenrennräder"
],
"skus": [
"4711291349124",
"4711291349131",
"4711291349070",
"4711291349148",
"4711291349155",
"4711291349162"
],
"articleNumbers": [
"GIA270066",
"GIA270066.1",
"GIA270066.2",
"GIA270066.3",
"GIA270066.4",
"GIA270066.5"
],
"stockSource": "product-inventory",
"backorderNote": "Beim Lieferanten bestellt",
"untrackedVariants": 0,
"variantsNotInStockArray": 0,
"bWareVariantsRemoved": []
}
}