One of fourteen models named Mercury first on the direct prompt; zero named Axos Bank Basic Business Checking. Mercury was named by fourteen of the fourteen models and Axos Bank Basic Business Checking by ten and Mercury carries 45 labels and Axos Bank Basic Business Checking 13, 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 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 4.20 | AB | |||||
| Mistral Small | AB | AB | ||||
| DeepSeek V4 Flash | AB | |||||
| Llama 4 Maverick | AB | |||||
| Qwen 3.7 Flash | AB | |||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | AB | |||||
| 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. Five of six in this category shown.
“Be cautious with online-focused or fintech business banking providers like Mercury, Bluevine, and Relay.” Grok 4.20 · negative prompt · hard negative
“For Mercury, Bluevine, Novo, Relay, and similar app-first providers, I wouldn't say "avoid" across the board. I would treat them as products to vet carefully” GPT-6 Luna · negative prompt · soft negative
“they carry significant structural risks for small-to-mid-sized businesses... they can terminate your business relationship at any time” Qwen 3.7 Flash · negative prompt · soft negative
“Start with Mercury (treasury + invoicing + payroll) or Bluevine (low fees + high yields). Both have strong track records” GLM 4.7 FlashX · paraphrase prompt · first choice
“Choose a Tech-First Neobank (e.g., Mercury) if: You are a VC-backed startup, tech company, or SaaS business.” Gemini 3.5 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Axos Basic Business Checking delivers fee-free banking without gimmicks, unlimited transactions, and solid digital tools, making it ideal for budget-conscious businesses.” Claude Haiku 4.5 · budget prompt · first choice
“Axos dominates the market for businesses looking to earn yield on idle cash without visiting a branch.” Qwen 3.7 Flash · comparative prompt · alternative
“another affordable choice, offering unlimited transactions and no monthly fee” Mistral Small · budget 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.