Accounts payable automation · November 2026 Edition
BILL Accounts Payable vs Ramp
Seven of fourteen models named BILL Accounts Payable first on the direct prompt; zero named Ramp. Both were named by all fourteen models and BILL Accounts Payable carries 63 labels and Ramp 41, so the shares are not directly comparable.
Named in one category this edition.
Named in sixteen categories this edition.
First-choice share30%23%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate22%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#3A position in a field of 14; printed, not drawn.
Labels6341A 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 AvidXchange · BILL Accounts Payable vs Tipalti
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 modelsRamp
Direct701 against BILL Accounts Payable
Paraphrase201 against BILL Accounts Payable
Comparative30
Budget-constrained4103 against BILL Accounts Payable
Scale-constrained00
Negative019 against BILL Accounts Payable · 4 against Ramp
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where BILL Accounts Payable and Ramp stood in it.
| 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 | | | | | ||
| 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 Ramp first choice named as an alternative argued againstblank: not namedEach cell is one answer, BILL Accounts Payable on the left and Ramp on the right.The direct prompt
The plain question, one answer per model, grouped by where BILL Accounts Payable and Ramp stood in it.
BILL Accounts Payable first, Ramp an alternative
7 of 14 modelsRamp 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
5 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
Gemini 3.5 FlashStampli alternatives: Airbase, AvidXchange, Medius, Ramp, 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
2 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Rillion alternatives: AvidXchange, Medius, Quadient AP, 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 thirty points.
BILL Accounts Payable46%#1 of 7Ramp15%#3 of 7Mid-marketThe figures above
BILL Accounts Payable leads by seven points.
BILL Accounts Payable30%#1 of 14Ramp23%#3 of 14Enterprise
Level: the same share of first choices.
BILL Accounts Payable0%#11 of 11Ramp0%#10 of 11What 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 Ramp
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“standalone consumer-grade payment apps (like early-stage versions of Ramp or Mercury Bill Pay) for large enterprises” Qwen 3.7 Flash · negative prompt · hard negative
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.