Three of twelve models named TravelPerk first on the direct prompt; zero named Ramp. TravelPerk was named by twelve of the twelve models and Ramp by eleven and TravelPerk carries 49 labels and Ramp 30, so the shares are not directly comparable.
Named in one category this edition.
Named in seventeen categories 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Lightweight "Card-First" Travel Portals (e.g., Ramp, Brex...) ... they often lack the deep infrastructure of dedicated travel agencies” Gemini 3.5 Flash · negative prompt · soft negative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.