Nine of twelve models named Navan first on the direct prompt; three named TravelPerk. Both were named by all twelve models and Navan carries 56 labels and TravelPerk 49, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category this edition.
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.
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“This generated consistent complaints across executive assistant communities... Customer support described as "abysmal"... ~67% of recent reviews negative” DeepSeek V4 Flash · negative prompt · hard negative
“What to Avoid on a Tight Budget - Navan: ... Powerful, but overkill for a limited budget.” DeepSeek V4 Flash · budget prompt · hard negative
“It is recommended to avoid Navan” Llama 4 Maverick · negative prompt · hard negative
“Navan - a strong fit for mid-market and enterprise teams that want booking, expense management, and corporate cards in one AI-powered platform.” Llama 4 Maverick · paraphrase prompt · first choice
“Navan is the strongest candidate for mid-market B2B companies that need integrated travel, expense, and cards with AI-assisted booking.” GLM 4.7 FlashX · direct prompt · first choice
“For most mid-sized B2B companies, Navan is the top recommendation due to its balance of ease of use, integration, and scalability.” Mistral Small · paraphrase prompt · first choice
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
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.