Zero of fourteen models named Brex first on the direct prompt; zero named Relay. Brex was named by twelve of the fourteen models and Relay by fourteen and Brex carries 22 labels and Relay 26, so the shares are not directly comparable.
Named in eleven categories this edition.
Named in two categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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 business banking 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 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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. One of one in this category shown.
“I would generally recommend Brex if you want an all-in-one platform for banking, cards, treasury, and spend management” Perplexity Sonar · 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.
“51% of negatives related to account closures — the highest closure complaint ratio of any provider studied” DeepSeek V4 Flash · negative prompt · hard negative
“Elevated issues (13.3 negatives/month), 51% involving closures/freezes—tops the list for this problem.” Grok 4.1 Fast · negative prompt · hard negative
“Relay | 13.3 negative reviews/month | Account closures (51% of complaints)” Kimi K2 · negative prompt · hard negative
“For most companies with limited budgets, Mercury or Relay are excellent choices” Kimi K2 · budget prompt · first choice
“Mercury and Relay are standout choices for businesses with limited budgets” Mistral Small · budget prompt · first choice
“Relay has features that benefit midsize businesses and fast-growing startups, with no monthly fees and strong expense management tools.” Claude Haiku 4.5 · direct prompt · alternative
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.