Corporate travel management · September 2026 Edition
TravelPerk vs Booking.com for Business
Three of twelve models named TravelPerk first on the direct prompt; zero named Booking.com for Business. TravelPerk was named by twelve of the twelve models and Booking.com for Business by eleven and TravelPerk carries 49 labels and Booking.com for Business 17, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share22%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%41%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 9; printed, not drawn.
Labels4917A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, TravelPerk reading right to left. Rank and label count are printed, not drawn.Navan was named alongside these two in eleven of the twelve direct answers. Navan vs TravelPerk · Navan vs Booking.com for Business
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the corporate travel management page.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
TravelPerkFirst choices, of twelve modelsBooking.com for Business
Direct30
Paraphrase20
Comparative10
Budget-constrained441 against TravelPerk
Scale-constrained10
Negative004 against TravelPerk · 7 against Booking.com for Business
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
The direct prompt
The plain question, one answer per model, grouped by where TravelPerk and Booking.com for Business stood in it.
TravelPerk first, Booking.com for Business not the choice
3 of 12 modelsBooking.com for Business was named in the answer but not as the choice, or not at all.Claude Haiku 4.5TravelPerk alternatives: Navan, Ramp, SAP Concur
Grok 4.1 FastNavan, TravelPerk alternatives: Ramp
Kimi K2Navan, TravelPerk alternatives: ITILITE, Rippling Travel
Neither was the first choice, one was named
7 of 12 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniNavan alternatives: Amex GBT Egencia, SAP Concur, TravelPerk
Gemini 3.5 FlashNavan alternatives: Amex GBT Egencia, Brex, Ramp, Rippling Travel, Spotnana, TravelPerk
Perplexity SonarNavan alternatives: Amex GBT Egencia, SAP Concur, TravelPerk
Mistral SmallNavan alternatives: Spotnana, TravelPerk
DeepSeek V4 FlashNavan alternatives: Spotnana, TravelPerk
GLM 4.7 FlashXNavan alternatives: Amex GBT Egencia, ITILITE, Spotnana, TravelPerk
MiniMax M2.5ITILITE alternatives: Navan, TravelPerk
Neither was named
2 of 12 modelsThe answer made no first choice from these two in this category.Llama 4 Maverickno first choice
Qwen 3.7 FlashNavan alternatives: AmTrav, ITILITE
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Booking.com for Business leads by two points.
Booking.com for Business20%#2 of 10TravelPerk18%#3 of 10Mid-marketThe figures above
The order flips: TravelPerk leads at mid-market.
TravelPerk22%#2 of 9Booking.com for Business9%#3 of 9Enterprise
TravelPerk leads by two points.
TravelPerk2%#6 of 10Booking.com for Business0%#– of 10What the models said about TravelPerk
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Frequent complaints about: Customer support teams based in Spain... Consistently higher prices than competitors plus hidden booking fees” DeepSeek V4 Flash · negative prompt · hard negative
“their hotel pre-payment system can take a highly frustrating amount of time to process refunds” Gemini 3.5 Flash · negative prompt · soft negative
“Customer service frequently criticized as unhelpful, slow, and frustrating.” GLM 4.7 FlashX · negative prompt · soft negative
“Perk (formerly TravelPerk): Highly rated for customer service, has a massive global inventory, and features "FlexiPerk"” Gemini 3.5 Flash · scale prompt · first choice
“two platforms consistently top rankings for this segment: Navan (formerly TripActions) and Perk (formerly TravelPerk)” Grok 4.1 Fast · direct prompt · first choice
“Particularly relevant for SMBs and mid-market companies that want flexible booking without enterprise complexity” Claude Haiku 4.5 · direct prompt · first choice
What the models said about Booking.com for Business
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“ConsumerAffairs shows a ~1.1 rating across thousands of reviews, citing inconsistent pricing, poor support communication” DeepSeek V4 Flash · negative prompt · hard negative
“Online Travel Agencies (OTAs) like Expedia, Booking.com, Travelocity, and similar sites - Why avoid?” Mistral Small · negative prompt · hard negative
“Consumer-Facing OTAs for Business (e.g., Expedia Business, Booking.com) ... Lack of Duty of Care” Qwen 3.7 Flash · negative prompt · hard negative
“the best starting point is usually Booking.com for Business if you want a free, self-service booking platform” Perplexity Sonar · budget prompt · first choice
“Start with Booking.com for Business (truly free) if you have very few bookings, or Engine” DeepSeek V4 Flash · budget prompt · first choice
“Booking.com for Business stands out as the best overall corporate travel booking platform.” Grok 4.1 Fast · budget prompt · first choice
Also compared
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.