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Accounts payable automation · November 2026 Edition

BILL Accounts Payable vs Melio

Seven of fourteen models named BILL Accounts Payable first on the direct prompt; zero named Melio. BILL Accounts Payable was named by fourteen of the fourteen models and Melio by thirteen and BILL Accounts Payable carries 63 labels and Melio 24, so the shares are not directly comparable.

BILL Accounts Payable

accepted challenger

Named in one category this edition.

Melio

accepted challenger

Named in nine categories this edition.

First-choice share30%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate22%4%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 14; printed, not drawn.
Labels6324A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, BILL Accounts Payable reading right to left. Rank and label count are printed, not drawn.Tipalti was named alongside these two in fourteen of the fourteen direct answers. BILL Accounts Payable vs Stampli · BILL Accounts Payable vs Ramp · BILL Accounts Payable vs AvidXchange

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 accounts payable automation page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
BILL Accounts PayableFirst choices, of fourteen modelsMelio
Direct701 against BILL Accounts Payable · 1 against Melio
Paraphrase201 against BILL Accounts Payable
Comparative30
Budget-constrained423 against BILL Accounts Payable
Scale-constrained00
Negative009 against BILL Accounts Payable
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, BILL Accounts Payable and Melio were named in the same answer eighty-one times, of the 160 answers naming BILL Accounts Payable and the 308 naming Melio. In those answers Melio took the first choice eleven times and BILL Accounts Payable thirty-one.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where BILL Accounts Payable and Melio stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.20
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
BILL Accounts Payable Melio first choice named as an alternative argued againstblank: not namedEach cell is one answer, BILL Accounts Payable on the left and Melio on the right.

The direct prompt

The plain question, one answer per model, grouped by where BILL Accounts Payable and Melio stood in it.

BILL Accounts Payable first, Melio an alternative

7 of 14 modelsMelio was named in the answer but not as the choice, or not at all.
Perplexity SonarBILL Accounts Payable alternatives: Payhawk, Ramp, Stampli, Tipalti
Grok 4.20BILL Accounts Payable alternatives: AvidXchange, Melio, Stampli, Tipalti
Mistral SmallBILL Accounts Payable alternatives: AvidXchange, Payhawk, Stampli, Tipalti
Qwen 3.7 FlashBILL Accounts Payable alternatives: BlackLine, Coupa, Ramp, Tipalti
GLM 4.7 FlashXBILL Accounts Payable alternatives: AvidXchange, Coupa, Medius, Procurify, Quadient AP, Ramp, SAP Concur, Sage Intacct, Stampli, Tipalti
MiniMax M2.5BILL Accounts Payable alternatives: Coupa, Procurify, Stampli, Tipalti
Muse Glimmer 30BBILL Accounts Payable alternatives: AvidXchange, Stampli, Tipalti

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniStampli alternatives: BILL Accounts Payable, Ramp, Sage Intacct, Tipalti
DeepSeek V4 FlashStampli alternatives: AvidXchange, BILL Accounts Payable, Tipalti
Kimi K2Stampli alternatives: AvidXchange, BILL Accounts Payable, MineralTree TotalAP, Tipalti
GPT-6 LunaStampli alternatives: AvidXchange, BILL Accounts Payable, Tipalti

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Rillion alternatives: AvidXchange, Medius, Quadient AP, Tipalti
Gemini 3.5 FlashStampli alternatives: Airbase, AvidXchange, Medius, Ramp, Tipalti
Llama 4 MaverickAvidXchange alternatives: Basware, Stampli, Tipalti

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
BILL Accounts Payable leads by twenty-six points.
BILL Accounts Payable46%#1 of 7
Melio20%#2 of 7
The full small business standing →
Mid-marketThe figures above
BILL Accounts Payable leads by twenty-five points.
BILL Accounts Payable30%#1 of 14
Melio5%#6 of 14
The full mid-market standing →
Enterprise
Level: the same share of first choices.
BILL Accounts Payable0%#11 of 11
Melio0%#– of 11
The full enterprise standing →

What the models said about BILL Accounts Payable

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“While popular, BILL has significant issues to consider: Poor customer service... BBB rating of only 1.09/5 stars” Kimi K2 · negative prompt · hard negative
“Ramp Bill Pay and Bill.com for large, complex enterprises. Industry comparisons flag potential limitations in scalability, multi-entity support” Perplexity Sonar · negative prompt · soft negative
“Model the *whole* cost, not just the subscription... It may still be a good fit; just confirm the required features and fees in your quote.” GPT-6 Luna · negative prompt · soft negative
“BILL: Offers a comprehensive AP automation solution with invoice capture, approvals, and vendor payments in one place. Pricing starts at $49 per user per month” Llama 4 Maverick · budget prompt · first choice
“BILL (formerly Bill.com) is widely regarded as the best overall accounts payable (AP) automation software for mid-market B2B companies.” Grok 4.20 · direct prompt · first choice
“BILL is the strongest all-around choice if you want real AP automation with approvals, invoice capture, and accounting sync” GPT-5.4 mini · budget prompt · first choice

What the models said about Melio

No label in this category carried a quote.

Also compared

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.