Two of fourteen models named Rho first on the direct prompt; two named Bank of America. Rho was named by ten of the fourteen models and Bank of America by thirteen and Rho carries 13 labels and Bank of America 36, so the shares are not directly comparable.
Named in five 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. Three of four in this category shown.
“Choose Rho if your primary goal is to automate complex AP processes and vendor billing without paying software fees.” Gemini 3.5 Flash · paraphrase prompt · first choice
“I'd shortlist Rho first ... Rho is my starting recommendation for a mid-sized B2B company” GPT-6 Luna · paraphrase prompt · first choice
“Rho is the strongest overall pick for many growing companies” Perplexity Sonar · direct 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.
“Widely criticized by small businesses for high monthly fees and rigid compliance requirements.” Gemini 3.5 Flash · negative prompt · hard negative
“Long holds on business deposits (7+ days), payment issues, account freezes, poor support.” Grok 4.1 Fast · negative prompt · hard negative
“BOA sees a high volume of CFPB complaints regarding account closures.” Qwen 3.7 Flash · negative prompt · hard negative
“Bank of America Global Commercial Banking with Business Advantage checking and CashPro treasury services for dedicated commercial relationship coverage.” Muse Glimmer 30B · direct prompt · first choice
“Chase and Bank of America are the banks most cited for businesses that need branch access.” Muse Glimmer 30B · comparative prompt · first choice
“Go with JPMorgan Chase or Bank of America as your primary bank.” DeepSeek V4 Flash · direct prompt · first choice
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.