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Accounts receivable automation · November 2026 Edition

HighRadius vs Tesorio

Three of fourteen models named HighRadius first on the direct prompt; zero named Tesorio. HighRadius was named by fourteen of the fourteen models and Tesorio by twelve and HighRadius carries 42 labels and Tesorio 32, so the shares are not directly comparable.

HighRadius

criticized challenger

Named in twenty-one categories this edition.

Tesorio

accepted challenger

Named in five categories this edition.

First-choice share5%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate40%3%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 13; printed, not drawn.
Labels4232A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, HighRadius reading right to left. Rank and label count are printed, not drawn.Upflow was named alongside these two in thirteen of the fourteen direct answers. Upflow vs HighRadius · Upflow vs Tesorio · Zoho Books vs HighRadius

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 receivable 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.
HighRadiusFirst choices, of fourteen modelsTesorio
Direct302 against HighRadius
Paraphrase024 against HighRadius
Comparative70
Budget-constrained002 against HighRadius
Scale-constrained001 against HighRadius
Negative008 against HighRadius · 1 against Tesorio
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, HighRadius and Tesorio were named in the same answer eighty-seven times, of the 648 answers naming HighRadius and the 166 naming Tesorio. In those answers Tesorio took the first choice four times and HighRadius thirty-five.

Every model, every framing

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

The direct prompt

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

HighRadius first, Tesorio an alternative

3 of 14 modelsTesorio was named in the answer but not as the choice, or not at all.
Qwen 3.7 FlashHighRadius alternatives: Monk, Tesorio, Upflow, Versapay
GLM 4.7 FlashXHighRadius alternatives: BILL Accounts Receivable, Billtrust, Plooto, Tesorio, Upflow, Versapay
Muse Glimmer 30BHighRadius, Upflow alternatives: Billtrust, Centime, Tesorio, Versapay

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniBilltrust, Upflow alternatives: Gaviti, HighRadius
Gemini 3.5 FlashVersapay alternatives: Billtrust, Gaviti, HighRadius, Quadient AR, Tesorio, Upflow
Perplexity SonarUpflow alternatives: HighRadius, Versapay
Llama 4 MaverickUpflow alternatives: BILL Accounts Receivable, HighRadius, Paidnice
Kimi K2Billtrust, Upflow alternatives: Quadient AR, Tesorio, Versapay
GPT-6 LunaBilltrust alternatives: HighRadius RadiusOne, Tesorio, Upflow, Versapay

Neither was named

5 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Billtrust, Quadient AR alternatives: Gaviti, Invoiced, Versapay
Grok 4.20Versapay alternatives: Billtrust, Upflow
Mistral SmallBilltrust, Versapay alternatives: BILL Accounts Receivable, Quadient AR, Upflow
DeepSeek V4 FlashVersapay alternatives: Billtrust, Upflow
MiniMax M2.5Billtrust alternatives: Emagia, Paidnice, Tabs, Upflow

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
Level: the same share of first choices.
HighRadius0%#15 of 15
Tesorio0%#– of 15
The full small business standing →
Mid-marketThe figures above
HighRadius leads by two points.
HighRadius5%#6 of 13
Tesorio3%#7 of 13
The full mid-market standing →
Enterprise
HighRadius leads by seventy points.
HighRadius72%#1 of 12
Tesorio2%#7 of 12
The full enterprise standing →

What the models said about HighRadius

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

“Avoid platforms designed for 'enterprise' markets (like HighRadius) which are built for companies with hundreds of employees and have massive implementation costs” Mistral Small · negative prompt · hard negative
“Avoid enterprise-heavy options like HighRadius unless your volumes are very high” Grok 4.20 · paraphrase prompt · hard negative
“Avoid enterprise-focused tools like Billtrust, HighRadius, Versapay, or NetSuite” Grok 4.20 · budget prompt · hard negative
“If handling tens of thousands of invoices with complex short-pays, deductions, and unstructured payment remittances, look toward HighRadius or Billtrust.” Gemini 3.5 Flash · comparative prompt · first choice
“Enterprise coverage across collections, cash application, deductions and credit... Best for: SAP, Oracle or NetSuite enterprises with complex cash application.” Muse Glimmer 30B · comparative 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. Three of three in this category shown.

“Tesorio if supplier-portal coverage is central to your process... limited to named platforms such as Coupa and Ariba” Perplexity Sonar · negative prompt · soft negative
“If your company values AI-driven insights and forecasting, Tesorio or Upflow may be best.” Mistral Small · paraphrase prompt · first choice
“I'd generally recommend Upflow or Tesorio as the first places to look.” GPT-5.4 mini · paraphrase prompt · first choice
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.