Accounts payable automation · October 2026 Edition
BILL Accounts Payable vs Medius
Three of fourteen models named BILL Accounts Payable first on the direct prompt; one named Medius. Both were named by all fourteen models and BILL Accounts Payable carries 61 labels and Medius 23, so the shares are not directly comparable.
Named in one category this edition.
Named in four categories this edition.
First-choice share20%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate25%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#7A position in a field of 10; printed, not drawn.
Labels6123A 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 twelve of the fourteen direct answers. Ramp vs BILL Accounts Payable · Ramp vs Medius · Stampli vs BILL Accounts Payable
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 modelsMedius
Direct311 against BILL Accounts Payable
Paraphrase71
Comparative21
Budget-constrained205 against BILL Accounts Payable
Scale-constrained001 against BILL Accounts Payable
Negative008 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 October 2026 Edition, BILL Accounts Payable and Medius were named in the same answer thirty-five times, of the 162 answers naming BILL Accounts Payable and the 98 naming Medius. In those answers Medius took the first choice four times and BILL Accounts Payable four.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where BILL Accounts Payable and Medius 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 4.1 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 | | | | | |
BILL Accounts Payable Medius first choice named as an alternative argued againstblank: not namedEach cell is one answer, BILL Accounts Payable on the left and Medius on the right.The direct prompt
The plain question, one answer per model, grouped by where BILL Accounts Payable and Medius stood in it.
BILL Accounts Payable first, Medius not the choice
3 of 14 modelsMedius was named in the answer but not as the choice, or not at all.Grok 4.1 FastBILL Accounts Payable, Stampli alternatives: AvidXchange, Ramp, Tipalti
Qwen 3.7 FlashBILL Accounts Payable alternatives: AvidXchange, Spendful, Tipalti, Vasario
Kimi K2BILL Accounts Payable, Stampli alternatives: Quadient AP, Ramp, Tipalti
Medius first, BILL Accounts Payable an alternative
1 of 14 modelsBILL Accounts Payable was named in the answer but not as the choice, or not at all.Mistral SmallMedius, Tipalti alternatives: BILL Accounts Payable, Quadient AP, Softco
Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5AvidXchange, MineralTree alternatives: Medius, Stampli, Tipalti
GPT-5.4 miniTipalti alternatives: AvidXchange, Basware, Medius
Gemini 3.5 FlashStampli alternatives: AvidXchange, Medius, Ramp, Tipalti
Perplexity SonarStampli, Tipalti alternatives: AvidXchange, BILL Accounts Payable, Corpay
GLM 4.7 FlashXHighRadius alternatives: AvidXchange, BILL Accounts Payable, Payhawk, Quadient AP, Ramp, Stampli, Tipalti
MiniMax M2.5Stampli, Tipalti alternatives: BILL Accounts Payable, HighRadius, Ramp, Sage Intacct
GPT-6 LunaStampli alternatives: AvidXchange, BILL Accounts Payable, Ramp, Tipalti
Muse Glimmer 30BAirbase, AvidXchange alternatives: BILL Accounts Payable, Medius, MineralTree, a Global Payments company, Quadient AP, Rillion
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.DeepSeek V4 FlashStampli alternatives: Airbase, AvidXchange, Tipalti
Llama 4 Maverickno first choice
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-nine points.
BILL Accounts Payable41%#1 of 9Medius2%#– of 9Mid-marketThe figures above
BILL Accounts Payable leads by seventeen points.
BILL Accounts Payable20%#3 of 10Medius3%#7 of 10Enterprise
The order flips: Medius leads at enterprise.
Medius5%#5 of 11BILL Accounts Payable4%#7 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.
“Multiple users complain about Bill.com's practice of holding funds for extended periods — up to a week — before releasing them, which affects cash flow.” Muse Glimmer 30B · negative prompt · hard negative
“Tools with Notable Concerns ... Persistent Bugs | Reuses invoice numbers from archived vendors, causing reconciliation errors” Kimi K2 · negative prompt · hard negative
“BILL AP/AR | Payment issues, sync errors, poor support” Mistral Small · negative prompt · hard negative
“For most mid-sized B2B companies, I'd suggest starting with BILL for its balance of affordability, ease of use, and comprehensive features” Claude Haiku 4.5 · paraphrase prompt · first choice
“For most mid-sized B2B companies, BILL offers the best balance of features, pricing transparency, and scalability.” DeepSeek V4 Flash · paraphrase prompt · first choice
“I'd suggest starting with Bill.com or Tipalti as they balance strong automation with reasonable complexity” MiniMax M2.5 · paraphrase prompt · first choice
What the models said about Medius
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Tipalti and Medius are top contenders due to their scalability, global capabilities, and advanced automation.” Mistral Small · direct prompt · first choice
“Medius stands out for multinational companies needing compliance with country-specific mandates” MiniMax M2.5 · comparative prompt · first choice
“Chaser and Medius are top choices due to their focus on mid-market needs” Mistral Small · paraphrase prompt · first choice
Also compared
Ramp vs BILL Accounts PayableRamp vs MediusStampli vs BILL Accounts PayableStampli vs MediusBILL Accounts Payable vs TipaltiBILL Accounts Payable vs AvidXchangeBILL Accounts Payable vs MelioBILL Accounts Payable vs AirbaseTipalti vs MediusAvidXchange vs MediusMelio vs MediusMedius vs AirbaseAll twenty-eight head-to-head pages and the full accounts payable automat standing
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.