Melio vs Bank Bill Pay
Zero of twelve models named Melio first on the direct prompt; zero named Bank Bill Pay. Melio was named by twelve of the twelve models and Bank Bill Pay by eleven and Melio carries 27 labels and Bank Bill Pay 17, so the shares are not directly comparable.
Named in six 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 business bill pay page.
By framing
MelioFirst choices, of twelve modelsBank Bill Pay
Every model, every framing
| 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 | |
Melio Bank Bill Pay first choice named as an alternative argued againstblank: not namedEach cell is one answer, Melio on the left and Bank Bill Pay on the right.The direct prompt
Neither was the first choice, one was named
1 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
11 of 12 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Melio57%#1 of 7Bank Bill Pay4%#4 of 7Melio26%#2 of 10Bank Bill Pay2%#7 of 10Melio0%#9 of 9Bank Bill Pay—not namedWhat the models said about Melio
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Likely too lightweight for 500 employees needing controls and audit trails.” Kimi K2 · scale prompt · soft negative
“You run a small business (≤50 invoices/month) and want a friendly UI | Melio (Go plan: 5 free ACH payments).” GLM 4.7 FlashX · comparative prompt · first choice
“The best bill pay platform for businesses on a limited budget is Melio's Go plan, which is $0/month” Llama 4 Maverick · budget prompt · first choice
What the models said about Bank Bill Pay
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“No advanced features (no bill-tracking dashboards, no budgeting, no multi-vendor approvals).” GLM 4.7 FlashX · comparative prompt · soft negative
“using a bank's online bill pay services might be the best solution, as most of these bill pay services offered by banks are free” Claude Haiku 4.5 · budget prompt · first choice
“Use Your Bank's Native Bill Pay: Most major banks and credit unions offer free, secure online bill pay” Gemini 3.5 Flash · negative prompt · first choice
“Use your bank's built-in bill pay (e.g., via Chase, Wells Fargo)—free, direct, secure.” Grok 4.1 Fast · negative 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.