tk-20260728-154752

Scanned

619
Offers
1
Routes
0
Errors
production
Env
oneway
Trip
TK
Carrier

What this run found

9 trips had an Amadeus offer. For each, this is what NDC quoted for the same itinerary.

Route BOS–DXB Β· trip a route on exact dates, what a search asks for Β· itinerary the exact flight combination that gets ticketed, e.g. EK238 / EK237. Tables below say which of the three they compare. Hover a flight code for its departure time.

Per trip: Amadeus's cheapest itinerary vs NDCtrip

One row per trip, anchored on the itinerary Amadeus was cheapest on β€” what a price-driven agent would have booked. Shows what NDC quoted for those same flights. Every trip appears, including the ones NDC won: they are what the rest are measured against

origindestinationdeparture_datereturn_dateflight_codesreasonoperated_byamadeus_netndc_netdeltapct_diffndc_best_net
DFW BEG 2026-08-24 β€” TK192-TK1083 NDC cheaper TK 633.5 597.62 35.88 6 597.62
DFW BEG 2026-08-23 β€” TK192-TK1083 NDC cheaper TK 633.5 597.5 36 6 597.5
DFW BEG 2026-08-25 β€” TK192-TK1083 NDC cheaper TK 633.5 597.5 36 6 597.5
DFW BEG 2026-08-26 β€” TK192-TK1083 NDC cheaper TK 633.5 597.5 36 6 597.5
DFW BEG 2026-08-28 β€” TK8632-TK186-TK9503 NDC cheaper UA,TK 663 627 36 5.7 627
DFW BEG 2026-08-29 β€” TK8632-TK6-TK1083 NDC cheaper UA,TK 638 602 36 6 602
DFW BEG 2026-08-30 β€” TK192-TK1083 NDC cheaper TK 633.5 597.5 36 6 597.5
DFW BEG 2026-08-22 β€” TK192-TK1083 NDC cheaper TK 673.5 634.42 39.08 6.2 634.42
DFW BEG 2026-08-27 β€” TK192-TK1083 NDC cheaper TK 695.5 597.5 98 16.4 597.5

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What decides the cheaper price

For itineraries both sources quoted: whether the cheaper net price comes from the fare or from the commission paid back β€” net price is the fare minus commission. The last column counts the wins that would reverse if commission were removed

driveritinerariesavg_net_gapflips_without_commission
ndc wins on fare 66 40.25 0
amadeus wins on fare 9 -78.56 0
ndc wins on commission 4 43.31 4

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β–Ά Itinerary ledger 79 itinerary Every itinerary quoted by both sources, priced side by side β€” the drill-down behind why-amadeus
origindestinationdeparture_datereturn_dateflight_codesnightsamadeus_netndc_netdeltapct_diffcheaper
DFW BEG 2026-08-23 β€” TK8632-TK186-TK9503 β€” 946 1192 -246 -20.6 amadeus
DFW BEG 2026-08-23 β€” TK8632-TK186-TK1081 β€” 1051 1167 -116 -9.9 amadeus
DFW BEG 2026-08-26 β€” TK8632-TK186-TK1079 β€” 921 1006 -85 -8.4 amadeus
DFW BEG 2026-08-26 β€” TK8632-TK186-TK1083 β€” 921 1006 -85 -8.4 amadeus
DFW BEG 2026-08-29 β€” TK8632-TK186-TK1079 β€” 779 839 -60 -7.2 amadeus
DFW BEG 2026-08-29 β€” TK8632-TK186-TK9503 β€” 725 765 -40 -5.2 amadeus
DFW BEG 2026-08-24 β€” TK8632-TK6-TK9503 β€” 703 729.08 -26.08 -3.6 amadeus
DFW BEG 2026-08-24 β€” TK8632-TK186-TK9503 β€” 703 729.08 -26.08 -3.6 amadeus
DFW BEG 2026-08-24 β€” TK292-TK9503 β€” 658.5 681.34 -22.84 -3.4 amadeus
DFW BEG 2026-08-24 β€” TK8632-TK186-TK1081 β€” 740 705.58 34.42 4.9 ndc
DFW BEG 2026-08-24 β€” TK8632-TK186-TK1079 β€” 740 705.58 34.42 4.9 ndc
DFW BEG 2026-08-24 β€” TK8632-TK186-TK1083 β€” 740 705.58 34.42 4.9 ndc
DFW BEG 2026-08-24 β€” TK8632-TK6-TK1083 β€” 678 643.54 34.46 5.4 ndc
DFW BEG 2026-08-24 β€” TK192-TK1083 β€” 633.5 597.62 35.88 6 ndc
DFW BEG 2026-08-24 β€” TK292-TK1079 β€” 633.5 597.62 35.88 6 ndc
DFW BEG 2026-08-24 β€” TK292-TK1083 β€” 633.5 597.62 35.88 6 ndc
DFW BEG 2026-08-30 β€” TK192-TK1083 β€” 633.5 597.5 36 6 ndc
DFW BEG 2026-08-26 β€” TK192-TK1083 β€” 633.5 597.5 36 6 ndc
DFW BEG 2026-08-23 β€” TK192-TK1083 β€” 633.5 597.5 36 6 ndc
DFW BEG 2026-08-25 β€” TK192-TK1083 β€” 633.5 597.5 36 6 ndc
DFW BEG 2026-08-25 β€” TK8632-TK6-TK1083 β€” 678 642 36 5.6 ndc
DFW BEG 2026-08-30 β€” TK8632-TK6-TK1083 β€” 678 642 36 5.6 ndc
DFW BEG 2026-08-29 β€” TK192-TK1083 β€” 673.5 637.5 36 5.6 ndc
DFW BEG 2026-08-29 β€” TK8632-TK6-TK1083 β€” 638 602 36 6 ndc
DFW BEG 2026-08-28 β€” TK8632-TK186-TK9503 β€” 663 627 36 5.7 ndc
DFW BEG 2026-08-28 β€” TK8632-TK6-TK9503 β€” 663 627 36 5.7 ndc
DFW BEG 2026-08-24 β€” TK8632-TK6-TK9517 β€” 946 909.56 36.44 4 ndc
DFW BEG 2026-08-26 β€” TK8632-TK6-TK1083 β€” 740 703 37 5.3 ndc
DFW BEG 2026-08-25 β€” TK8632-TK186-TK1079 β€” 740 703 37 5.3 ndc
DFW BEG 2026-08-30 β€” TK8632-TK186-TK1081 β€” 740 703 37 5.3 ndc
DFW BEG 2026-08-29 β€” TK8632-TK6-TK9517 β€” 725 688 37 5.4 ndc
DFW BEG 2026-08-28 β€” TK8632-TK186-TK1079 β€” 700 663 37 5.6 ndc
DFW BEG 2026-08-26 β€” TK8632-TK186-TK1081 β€” 740 703 37 5.3 ndc
DFW BEG 2026-08-23 β€” TK8632-TK6-TK1083 β€” 740 703 37 5.3 ndc
DFW BEG 2026-08-25 β€” TK8632-TK186-TK1083 β€” 740 703 37 5.3 ndc
DFW BEG 2026-08-25 β€” TK8632-TK186-TK9503 β€” 765 728 37 5.1 ndc
DFW BEG 2026-08-30 β€” TK8632-TK186-TK1079 β€” 740 703 37 5.3 ndc
DFW BEG 2026-08-29 β€” TK192-TK9517 β€” 760.5 723.5 37 5.1 ndc
DFW BEG 2026-08-27 β€” TK8632-TK186-TK9503 β€” 844 805 39 4.8 ndc
DFW BEG 2026-08-30 β€” TK8632-TK186-TK1083 β€” 819 780 39 5 ndc
DFW BEG 2026-08-28 β€” TK8632-TK6-TK1083 β€” 779 740 39 5.3 ndc
DFW BEG 2026-08-28 β€” TK8632-TK186-TK1083 β€” 779 740 39 5.3 ndc
DFW BEG 2026-08-26 β€” TK8632-TK6-TK9503 β€” 844 805 39 4.8 ndc
DFW BEG 2026-08-26 β€” TK8632-TK186-TK9503 β€” 844 805 39 4.8 ndc
DFW BEG 2026-08-22 β€” TK8632-TK186-TK1081 β€” 779 740 39 5.3 ndc
DFW BEG 2026-08-22 β€” TK192-TK1083 β€” 673.5 634.42 39.08 6.2 ndc
DFW BEG 2026-08-28 β€” TK292-TK1079 β€” 673.5 634.42 39.08 6.2 ndc
DFW BEG 2026-08-28 β€” TK292-TK1083 β€” 673.5 634.42 39.08 6.2 ndc
DFW BEG 2026-08-28 β€” TK192-TK1083 β€” 673.5 634.42 39.08 6.2 ndc
DFW BEG 2026-08-28 β€” TK292-TK9503 β€” 698.5 657.42 41.08 6.2 ndc
DFW BEG 2026-08-23 β€” TK8632-TK6-TK9503 β€” 946 904 42 4.6 ndc
DFW BEG 2026-08-25 β€” TK192-TK9517 β€” 901.5 859.5 42 4.9 ndc
DFW BEG 2026-08-25 β€” TK8632-TK6-TK9517 β€” 946 904 42 4.6 ndc
DFW BEG 2026-08-22 β€” TK8632-TK6-TK1083 β€” 881 839 42 5 ndc
DFW BEG 2026-08-22 β€” TK8632-TK186-TK9503 β€” 906 864 42 4.9 ndc
DFW BEG 2026-08-30 β€” TK8632-TK6-TK9517 β€” 946 904 42 4.6 ndc
DFW BEG 2026-08-29 β€” TK8632-TK186-TK1081 β€” 881 839 42 5 ndc
DFW BEG 2026-08-26 β€” TK8632-TK6-TK9517 β€” 946 904 42 4.6 ndc
DFW BEG 2026-08-23 β€” TK192-TK9517 β€” 901.5 859.5 42 4.9 ndc
DFW BEG 2026-08-23 β€” TK8632-TK6-TK9517 β€” 946 904 42 4.6 ndc
DFW BEG 2026-08-22 β€” TK192-TK9517 β€” 941.5 899.5 42 4.7 ndc
DFW BEG 2026-08-22 β€” TK8632-TK6-TK9517 β€” 906 864 42 4.9 ndc
DFW BEG 2026-08-27 β€” TK192-TK9517 β€” 901.5 859.5 42 4.9 ndc
DFW BEG 2026-08-27 β€” TK8632-TK6-TK9517 β€” 946 904 42 4.6 ndc
DFW BEG 2026-08-30 β€” TK192-TK9517 β€” 901.5 859.5 42 4.9 ndc
DFW BEG 2026-08-30 β€” TK8632-TK6-TK9503 β€” 946 904 42 4.6 ndc
DFW BEG 2026-08-30 β€” TK8632-TK186-TK9503 β€” 946 904 42 4.6 ndc
DFW BEG 2026-08-26 β€” TK192-TK9517 β€” 901.5 857.98 43.52 5.1 ndc
DFW BEG 2026-08-24 β€” TK192-TK9517 β€” 901.5 857.98 43.52 5.1 ndc
DFW BEG 2026-08-22 β€” TK8632-TK186-TK1083 β€” 1011 966 45 4.7 ndc
DFW BEG 2026-08-27 β€” TK8632-TK186-TK1079 β€” 1051 1006 45 4.5 ndc
DFW BEG 2026-08-27 β€” TK8632-TK6-TK1083 β€” 1051 1006 45 4.5 ndc
DFW BEG 2026-08-29 β€” TK8632-TK186-TK1083 β€” 1011 966 45 4.7 ndc
DFW BEG 2026-08-27 β€” TK8632-TK186-TK1081 β€” 1051 1006 45 4.5 ndc
DFW BEG 2026-08-28 β€” TK8632-TK186-TK1081 β€” 1011 966 45 4.7 ndc
DFW BEG 2026-08-28 β€” TK8632-TK6-TK9517 β€” 1036 991 45 4.5 ndc
DFW BEG 2026-08-27 β€” TK8632-TK186-TK1083 β€” 1214 1167 47 4 ndc
DFW BEG 2026-08-28 β€” TK192-TK9517 β€” 1071.5 1021.74 49.76 4.9 ndc
DFW BEG 2026-08-27 β€” TK192-TK1083 β€” 695.5 597.5 98 16.4 ndc

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β–Ά NDC vs Amadeus per trip (cheapest to cheapest) 9 trip Two-way ledger per trip: cheapest Amadeus vs cheapest NDC, signed delta. The two sides may be different itineraries
origindestinationdeparture_datereturn_datenightsamadeus_netndc_netdeltapct_diffcheaper
DFW BEG 2026-08-24 β€” β€” 633.5 597.62 35.88 6 ndc
DFW BEG 2026-08-26 β€” β€” 633.5 597.5 36 6 ndc
DFW BEG 2026-08-30 β€” β€” 633.5 597.5 36 6 ndc
DFW BEG 2026-08-23 β€” β€” 633.5 597.5 36 6 ndc
DFW BEG 2026-08-25 β€” β€” 633.5 597.5 36 6 ndc
DFW BEG 2026-08-29 β€” β€” 638 602 36 6 ndc
DFW BEG 2026-08-28 β€” β€” 663 627 36 5.7 ndc
DFW BEG 2026-08-22 β€” β€” 673.5 634.42 39.08 6.2 ndc
DFW BEG 2026-08-27 β€” β€” 695.5 597.5 98 16.4 ndc

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β–Ά Trips where Amadeus was cheapest trip Trips where cheapest Amadeus < cheapest NDC. Coarser than why-amadeus β€” the two sides may be different itineraries
No trips where Amadeus beat NDC.
β–Ά Route overview: who wins where 1 route Per-route two-way overview: how many itineraries Amadeus vs NDC wins, and the biggest gap each way (computed per exact itinerary, so no nights-mixing)
origindestinationtripsamadeus_winsndc_winstiesbest_amadeus_deltabest_ndc_delta
DFW BEG 9 0 9 0 β€” 98

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Offer summary by source

Total offers by source and fare type

sourcefare_typeoffer_countmin_netavg_netmedian_netroutes
amadeus nego 335 633.5 821.21 779 1
ndc_direct nego 132 597.5 795.59 759.25 1
ndc_direct published 152 597.62 809.21 746.94 1

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Searches where a source returned nothingsearch

Routes/dates where one source returned zero offers (ndc_missing shown first)

Both sources returned at least one offer for every search.

Download raw data (parquet)