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Accounts receivable automation · September 2026 Edition

Upflow vs Tesorio

Zero of twelve models named Upflow first on the direct prompt; zero named Tesorio. Upflow was named by nine of the twelve models and Tesorio by eleven and Upflow carries 17 labels and Tesorio 24, so the shares are not directly comparable.

Upflow

accepted challenger

Named in five categories this edition.

Tesorio

accepted challenger

Named in five categories this edition.

First-choice share6%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.

Negative rate0%4%Negative labels as a share of the product's labels, 0 to 100.

Rank in category#5#7A position in a field of 8; printed, not drawn.

Labels1724A count; the two differ.

The two percentage rows are drawn on one 0 to 100 track, Upflow reading right to left. Rank and label count are printed, not drawn.Quadient AR was named alongside these two in ten of the twelve direct answers. Versapay vs Upflow · Versapay vs Tesorio · Billtrust vs Upflow

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 receivable 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.

UpflowFirst choices, of twelve modelsTesorio

Direct00

Paraphrase31

Comparative00

Budget-constrained001 against Tesorio

Scale-constrained00

Negative01

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 Upflow and Tesorio 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

Upflow

Tesorio

first choice

named as an alternative

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

The direct prompt

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

Neither was the first choice, one was named

7 of 12 modelsThe answer put something else first and named one of the two as an alternative.

Gemini 3.5 FlashQuadient AR alternatives: Billtrust, Gaviti, Tesorio, Upflow, Versapay

Perplexity SonarQuadient AR alternatives: Billtrust, Credit-IQ, HighRadius, Upflow, Versapay

Mistral SmallHighRadius, Quadient AR alternatives: Billtrust, Tesorio

DeepSeek V4 FlashQuadient AR, Versapay alternatives: Chaser, Esker, Upflow

Llama 4 MaverickHighRadius alternatives: Credit-IQ, Quadient AR, Tesorio

Qwen 3.7 FlashVersapay alternatives: BILL, Billtrust, Quadient AR, Tesorio

GLM 4.7 FlashXQuadient AR alternatives: HighRadius, Tesorio, Versapay

Neither was named

5 of 12 modelsThe answer made no first choice from these two in this category.

Claude Haiku 4.5Monk alternatives: BILL, HighRadius, Invoiced, Quadient AR, Versapay

GPT-5.4 miniBilltrust, HighRadius alternatives: Esker

Grok 4.1 FastBilltrust alternatives: Chaser, HighRadius, Quadient AR, Versapay

Kimi K2Billtrust, Versapay alternatives: HighRadius, Quadient AR, Yonovo

MiniMax M2.5Billtrust alternatives: HighRadius, Versapay

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

Upflow leads by twelve points.

Upflow#3 of 10

Tesorio#– of 10

The full small business standing →

Mid-marketThe figures above

Upflow leads by four points.

Upflow#5 of 8

Tesorio#7 of 8

The full mid-market standing →

Enterprise

Level: the same share of first choices.

Upflow#– of 8

Tesorio#5 of 8

The full enterprise standing →

What the models said about Upflow

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

“Upflow (for workflow focus) or Billtrust (for full-stack AR focus) are the safest starting points” Qwen 3.7 Flash · paraphrase prompt · first choice

What the models said about Tesorio

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

“Avoid mid-market/enterprise platforms (Versapay, Tesorio, HighRadius)” DeepSeek V4 Flash · budget prompt · hard negative

Also compared

Versapay vs Upflow Versapay vs Tesorio Billtrust vs Upflow Billtrust vs Tesorio Quadient AR vs Upflow Quadient AR vs Tesorio HighRadius vs Upflow HighRadius vs Tesorio Upflow vs Chaser Chaser vs Tesorio All twenty-one head-to-head pages and the full accounts receivable auto 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.