Finance AI Index
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B2B credit management · September 2026 Edition

Gaviti vs Nuvo

Five of twelve models named Gaviti first on the direct prompt; one named Nuvo. Gaviti was named by eleven of the twelve models and Nuvo by twelve and Gaviti carries 18 labels and Nuvo 23, so the shares are not directly comparable.

Gaviti

accepted challenger

Named in four categories this edition.

Nuvo

accepted challenger

Named in three categories this edition.

First-choice share14%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 12; printed, not drawn.
Labels1823A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Gaviti reading right to left. Rank and label count are printed, not drawn.Quadient AR was named alongside these two in eight of the twelve direct answers. Tesorio vs Gaviti · Tesorio vs Nuvo · Gaviti vs Chaser

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 B2B credit management page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
GavitiFirst choices, of twelve modelsNuvo
Direct51
Paraphrase21
Comparative00
Budget-constrained00
Scale-constrained01
Negative00
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 Gaviti and Nuvo 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
Gaviti Nuvo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Gaviti on the left and Nuvo on the right.

The direct prompt

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

Gaviti first, Nuvo an alternative

5 of 12 modelsNuvo was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Gaviti alternatives: Chaser, Quadient AR
Grok 4.1 FastGaviti alternatives: Bectran, Billtrust, Nuvo, Tesorio
Mistral SmallGaviti alternatives: Billtrust, Quadient AR
Qwen 3.7 FlashGaviti alternatives: Billtrust, Credit Pulse
Kimi K2Gaviti, Tesorio alternatives: Billtrust, Nuvo, Quadient AR

Nuvo first, Gaviti an alternative

1 of 12 modelsGaviti was named in the answer but not as the choice, or not at all.
DeepSeek V4 FlashNuvo alternatives: Bectran, Creditsafe, Gaviti, Tesorio

Neither was the first choice, one was named

4 of 12 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniQuadient AR alternatives: Bectran, D&B Finance Analytics Credit Intelligence, Nuvo
Perplexity SonarTesorio alternatives: Gaviti, HighRadius Credit Cloud, Quadient AR
GLM 4.7 FlashXTesorio alternatives: Gaviti, Quadient AR
MiniMax M2.5Tesorio alternatives: Credit Pulse, Gaviti, Nuvo, Quadient AR

Neither was named

2 of 12 modelsThe answer made no first choice from these two in this category.
Gemini 3.5 FlashBectran alternatives: Esker, Quadient AR, Resolve Pay, Tesorio
Llama 4 Maverickno first choice

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.
Gaviti2%#– of 9
Nuvo2%#– of 9
The full small business standing →
Mid-marketThe figures above
Gaviti leads by eight points.
Gaviti14%#2 of 12
Nuvo6%#4 of 12
The full mid-market standing →
Enterprise
Gaviti leads by two points.
Gaviti2%#– of 10
Nuvo0%#9 of 10
The full enterprise standing →

What the models said about Gaviti

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

“Gaviti is ideal if you need a fast time-to-value solution that combines credit management with invoice-to-cash automation” Mistral Small · paraphrase prompt · first choice
“Gaviti or Tesorio tend to offer the best balance of credit management depth and rapid deployment” Kimi K2 · direct prompt · first choice
“If fast time-to-value (weeks, not months) & collections focus: Gaviti (top G2-rated for mid-market).” Grok 4.1 Fast · direct prompt · first choice

What the models said about Nuvo

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

“Given your size, Esker, Nuvo, and Onguard are strong starting points” DeepSeek V4 Flash · scale prompt · first choice
“Nuvo — Best overall for a modern, standalone credit workflow” DeepSeek V4 Flash · direct prompt · first choice
“I'd recommend starting with Tesorio or Nuvo” Kimi K2 · paraphrase prompt · first choice
Also compared
Tesorio vs GavitiTesorio vs NuvoGaviti vs ChaserGaviti vs CreditsafeGaviti vs BectranGaviti vs HighRadius Credit CloudGaviti vs MerclexChaser vs NuvoNuvo vs CreditsafeNuvo vs BectranNuvo vs HighRadius Credit CloudNuvo vs MerclexAll twenty-eight head-to-head pages and the full B2B credit management 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.