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Cash flow forecasting · October 2026 Edition

Trovata vs Kyriba

Zero of fourteen models named Trovata first on the direct prompt; zero named Kyriba. Trovata was named by seven of the fourteen models and Kyriba by eleven and Trovata carries 14 labels and Kyriba 22, so the shares are not directly comparable.

Trovata

accepted challenger

Named in two categories this edition.

Kyriba

criticized challenger

Named in three categories this edition.

First-choice share4%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%27%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 15; printed, not drawn.
Labels1422A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Trovata reading right to left. Rank and label count are printed, not drawn.Cube was named alongside these two in nine of the fourteen direct answers. Agicap vs Trovata · Agicap vs Kyriba · Float vs Trovata

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 cash flow forecasting page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
TrovataFirst choices, of fourteen modelsKyriba
Direct001 against Kyriba
Paraphrase224 against Kyriba
Comparative01
Budget-constrained00
Scale-constrained001 against Kyriba
Negative00
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, Trovata and Kyriba were named in the same answer 106 times, of the 120 answers naming Trovata and the 259 naming Kyriba. In those answers Kyriba took the first choice twenty-seven times and Trovata thirty.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Trovata and Kyriba 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
GPT-6 Luna
Muse Glimmer 30B
Trovata Kyriba first choice named as an alternative argued againstblank: not namedEach cell is one answer, Trovata on the left and Kyriba on the right.

The direct prompt

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

Neither was the first choice, one was named

2 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniAgicap alternatives: Datarails, Kyriba, Vena
Gemini 3.5 FlashTesorio alternatives: Agicap, Centime, Cube, Nilus, Trovata

Neither was named

12 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Upflow alternatives: Abacum, Chaser, Cube, Tesorio
Perplexity SonarAgicap alternatives: Chaser, Cube, Upflow
Grok 4.1 FastChaser alternatives: Drivetrain, Float, Jirav
Mistral SmallChaser, Cube alternatives: Prophix One, Tesorio
DeepSeek V4 FlashTesorio alternatives: Agicap, Chaser, Float, Vena
Llama 4 MaverickCube
Qwen 3.7 FlashAgicap alternatives: Chaser, Cube, Tesorio
Kimi K2Chaser alternatives: Abacum, Cube, Fathom, Upflow
GLM 4.7 FlashXCube alternatives: Abacum, HighRadius
MiniMax M2.5Upflow alternatives: Chaser, Drivetrain, Vena
GPT-6 LunaCentime alternatives: Cube, Jirav, Planful, Tesorio
Muse Glimmer 30BTesorio, Upflow alternatives: Abacum, Float, Planful

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.
Trovata0%#– of 12
Kyriba0%#– of 12
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Trovata4%#7 of 15
Kyriba4%#8 of 15
The full mid-market standing →
Enterprise
Kyriba leads by twenty-two points.
Kyriba24%#1 of 12
Trovata2%#6 of 12
The full enterprise standing →

What the models said about Trovata

No label in this category carried a quote.

What the models said about Kyriba

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

“I recommend Kyriba for a mid-sized B2B company looking for comprehensive cash management solutions.” GLM 4.7 FlashX · 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.