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Accounts payable automation · November 2026 Edition

Tipalti vs Melio

Zero of fourteen models named Tipalti first on the direct prompt; zero named Melio. Tipalti was named by fourteen of the fourteen models and Melio by thirteen and Tipalti carries 49 labels and Melio 24, so the shares are not directly comparable.

Tipalti

accepted challenger

Named in nineteen categories this edition.

Melio

accepted challenger

Named in nine categories this edition.

First-choice share5%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate14%4%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 14; printed, not drawn.
Labels4924A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Tipalti reading right to left. Rank and label count are printed, not drawn.Stampli was named alongside these two in twelve of the fourteen direct answers. BILL Accounts Payable vs Tipalti · BILL Accounts Payable vs Melio · Stampli 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.
TipaltiFirst choices, of fourteen modelsMelio
Direct001 against Melio
Paraphrase20
Comparative101 against Tipalti
Budget-constrained021 against Tipalti
Scale-constrained00
Negative005 against Tipalti
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, Tipalti and Melio were named in the same answer 108 times, of the 557 answers naming Tipalti and the 308 naming Melio. In those answers Melio took the first choice twenty times and Tipalti seven.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Tipalti 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
Tipalti Melio first choice named as an alternative argued againstblank: not namedEach cell is one answer, Tipalti on the left and Melio on the right.

The direct prompt

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

Neither was the first choice, one was named

14 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Rillion alternatives: AvidXchange, Medius, Quadient AP, Tipalti
GPT-5.4 miniStampli alternatives: BILL Accounts Payable, Ramp, Sage Intacct, Tipalti
Gemini 3.5 FlashStampli alternatives: Airbase, AvidXchange, Medius, Ramp, Tipalti
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
DeepSeek V4 FlashStampli alternatives: AvidXchange, BILL Accounts Payable, Tipalti
Llama 4 MaverickAvidXchange alternatives: Basware, Stampli, Tipalti
Qwen 3.7 FlashBILL Accounts Payable alternatives: BlackLine, Coupa, Ramp, Tipalti
Kimi K2Stampli alternatives: AvidXchange, BILL Accounts Payable, MineralTree TotalAP, 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
GPT-6 LunaStampli alternatives: AvidXchange, BILL Accounts Payable, Tipalti
Muse Glimmer 30BBILL Accounts Payable alternatives: AvidXchange, 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
Melio leads by twenty points.
Melio20%#2 of 7
Tipalti0%#6 of 7
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Tipalti5%#5 of 14
Melio5%#6 of 14
The full mid-market standing →
Enterprise
The order flips: Tipalti leads at enterprise.
Tipalti20%#2 of 11
Melio0%#– of 11
The full enterprise standing →

What the models said about Tipalti

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

“Users frequently cite hidden "drip fees" and complex pricing structures that are far more expensive than initially quoted.” DeepSeek V4 Flash · negative prompt · hard negative
“Avoid higher-priced platforms such as Tipalti” Perplexity Sonar · budget prompt · hard negative
“Tipalti is highly regarded for mid-sized to larger B2B companies, especially those with complex invoicing and global payment needs.” Mistral Small · paraphrase 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.