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Accounts payable automation · October 2026 Edition

Ramp vs Airbase

Zero of fourteen models named Ramp first on the direct prompt; one named Airbase. Ramp was named by fourteen of the fourteen models and Airbase by five and Ramp carries 45 labels and Airbase 11, so the shares are not directly comparable.

Ramp

accepted challenger

Named in seventeen categories this edition.

Airbase

accepted challenger

Named in eight categories this edition.

First-choice share22%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.

Negative rate9%18%Negative labels as a share of the product's labels, 0 to 100.

Rank in category#1#8A position in a field of 10; printed, not drawn.

Labels4511A 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 twelve of the fourteen direct answers. Ramp vs Stampli · Ramp vs BILL Accounts Payable · Ramp 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.

RampFirst choices, of fourteen modelsAirbase

Direct01

Paraphrase00

Comparative00

Budget-constrained130

Scale-constrained00

Negative004 against Ramp · 2 against Airbase

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, Ramp and Airbase were named in the same answer 142 times, of the 1084 answers naming Ramp and the 171 naming Airbase. In those answers Airbase took the first choice ten times and Ramp fifty-two.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Ramp and Airbase 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

Ramp

Airbase

first choice

named as an alternative

argued againstblank: not namedEach cell is one answer, Ramp on the left and Airbase on the right.

The direct prompt

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

Airbase first, Ramp not the choice

1 of 14 modelsRamp was named in the answer but not as the choice, or not at all.

Muse Glimmer 30BAirbase, AvidXchange alternatives: BILL Accounts Payable, Medius, MineralTree, a Global Payments company, Quadient AP, Rillion

Neither was the first choice, one was named

7 of 14 modelsThe answer put something else first and named one of the two as an alternative.

Gemini 3.5 FlashStampli alternatives: AvidXchange, Medius, Ramp, Tipalti

Grok 4.1 FastBILL Accounts Payable, Stampli alternatives: AvidXchange, Ramp, Tipalti

DeepSeek V4 FlashStampli alternatives: Airbase, AvidXchange, Tipalti

Kimi K2BILL Accounts Payable, Stampli alternatives: Quadient AP, Ramp, Tipalti

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

Neither was named

6 of 14 modelsThe answer made no first choice from these two in this category.

Claude Haiku 4.5AvidXchange, MineralTree alternatives: Medius, Stampli, Tipalti

GPT-5.4 miniTipalti alternatives: AvidXchange, Basware, Medius

Perplexity SonarStampli, Tipalti alternatives: AvidXchange, BILL Accounts Payable, Corpay

Mistral SmallMedius, Tipalti alternatives: BILL Accounts Payable, Quadient AP, Softco

Llama 4 Maverickno first choice

Qwen 3.7 FlashBILL Accounts Payable alternatives: AvidXchange, Spendful, Tipalti, Vasario

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.

Ramp#2 of 9

Airbase#– of 9

The full small business standing →

Mid-marketThe figures above

Ramp leads by twenty points.

Ramp#1 of 10

Airbase#8 of 10

The full mid-market standing →

Enterprise

Level: the same share of first choices.

Ramp#11 of 11

Airbase#– 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.

“Ramp can be cost-effective for card-first teams, but finance teams needing robust, real-time AP-to-ERP workflows ... often find the AP layer thin.” Muse Glimmer 30B · negative prompt · soft negative

What the models said about Airbase

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

“Airbase was acquired by Paylocity in 2025, and there is some uncertainty about its future roadmap” Mistral Small · negative prompt · soft negative

“Airbase is listed with the note "Acquired by Paylocity (2025) — roadmap uncertainty"” Muse Glimmer 30B · negative prompt · soft negative

Also compared

Ramp vs Stampli Ramp vs BILL Accounts Payable Ramp vs Tipalti Ramp vs AvidXchange Ramp vs Melio Ramp vs Medius Stampli vs Airbase BILL Accounts Payable vs Airbase Tipalti vs Airbase AvidXchange vs Airbase Melio vs Airbase Medius vs Airbase All 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.