Finance AI Index
Index Spend and procurement Accounts payable automat › Ramp vs Medius
Accounts payable automation · September 2026 Edition

Ramp vs Medius

Zero of twelve models named Ramp first on the direct prompt; one named Medius. Ramp was named by twelve of the twelve models and Medius by nine and Ramp carries 42 labels and Medius 16, so the shares are not directly comparable.

Ramp

accepted challenger

Named in seventeen categories this edition.

Medius

accepted challenger

Named in three categories this edition.

First-choice share16%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 9; printed, not drawn.
Labels4216A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Ramp reading right to left. Rank and label count are printed, not drawn.Tipalti was named alongside these two in eleven of the twelve direct answers. Stampli vs Ramp · Stampli vs Medius · BILL vs Ramp

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 accounts payable automation page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
RampFirst choices, of twelve modelsMedius
Direct01
Paraphrase11
Comparative30
Budget-constrained601 against Ramp
Scale-constrained00
Negative003 against Ramp
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where Ramp and Medius stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Ramp Medius first choice named as an alternative argued againstblank: not namedEach cell is one answer, Ramp on the left and Medius on the right.

The direct prompt

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

Medius first, Ramp not the choice

1 of 12 modelsRamp was named in the answer but not as the choice, or not at all.
Llama 4 MaverickMedius alternatives: AvidXchange, Stampli, Tipalti

Neither was the first choice, one was named

6 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5AvidXchange, MineralTree alternatives: Airbase, Oracle NetSuite, Quadient AP, Ramp, Stampli
GPT-5.4 miniStampli alternatives: BILL, Ramp, Tipalti
Gemini 3.5 FlashStampli alternatives: Airbase, AvidXchange, Ramp, Tipalti
Qwen 3.7 FlashBILL alternatives: AvidXchange, Medius, Tipalti
GLM 4.7 FlashXAvidXchange alternatives: BILL, Ramp, Stampli, SutiAP, Tipalti
MiniMax M2.5Procurify alternatives: AvidXchange, Medius, Stampli, Tipalti

Neither was named

5 of 12 modelsThe answer made no first choice from these two in this category.
Perplexity SonarTipalti alternatives: AvidXchange, Stampli
Grok 4.1 FastBILL alternatives: AvidXchange, Stampli, Tipalti
Mistral SmallTipalti alternatives: AvidXchange, BILL, Stampli
DeepSeek V4 FlashStampli, Tipalti alternatives: AvidXchange, BILL, Precoro, Procurify
Kimi K2AvidXchange alternatives: BILL, MineralTree, 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
Ramp leads by twenty-seven points.
Ramp27%#2 of 8
Medius0%#– of 8
The full small business standing →
Mid-marketThe figures above
Ramp leads by twelve points.
Ramp16%#4 of 9
Medius5%#7 of 9
The full mid-market standing →
Enterprise
The order flips: Medius leads at enterprise.
Medius10%#5 of 11
Ramp5%#7 of 11
The full enterprise standing →

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.

“Verdict: Avoid if AP automation is your primary need.” DeepSeek V4 Flash · negative prompt · hard negative

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 three in this category shown.

“Medius - provides AP automation for midsize businesses, removing manual AP tasks, strengthening controls, and gaining real-time visibility” Llama 4 Maverick · paraphrase prompt · first choice
“The top AP automation software solutions in 2026 are Medius, Tipalti, Stampli, and AvidXchange.” Llama 4 Maverick · direct prompt · first choice
“Enterprise workflows/ERP depth | Advanced AI (70–85% touchless); highly configurable” Grok 4.1 Fast · comparative prompt · alternative
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.