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Cash flow forecasting · September 2026 Edition

Cash Flow Frog vs Kyriba

Zero of twelve models named Cash Flow Frog first on the direct prompt; zero named Kyriba. Cash Flow Frog was named by twelve of the twelve models and Kyriba by ten and Cash Flow Frog carries 18 labels and Kyriba 23, so the shares are not directly comparable.

Cash Flow Frog

accepted challenger

Named in one category this edition.

Kyriba

accepted challenger

Named in five categories this edition.

First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%22%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 14; printed, not drawn.
Labels1823A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Cash Flow Frog reading right to left. Rank and label count are printed, not drawn.Cube was named alongside these two in nine of the twelve direct answers. Agicap vs Cash Flow Frog · Agicap vs Kyriba · Tesorio vs Cash Flow Frog

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 cash flow forecasting page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
Cash Flow FrogFirst choices, of twelve modelsKyriba
Direct001 against Kyriba
Paraphrase01
Comparative13
Budget-constrained10
Scale-constrained001 against Kyriba
Negative103 against Kyriba
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 Cash Flow Frog 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
Cash Flow Frog Kyriba first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cash Flow Frog on the left and Kyriba on the right.

The direct prompt

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

Neither was named

12 of 12 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Tesorio alternatives: Billtrust, Cube, Drivetrain
GPT-5.4 miniAgicap alternatives: Cube, Float, Tesorio
Gemini 3.5 FlashCentime, Tesorio alternatives: Agicap, Cube, Mosaic, Trovata
Perplexity SonarAbacum, Drivetrain alternatives: Chaser, Cube, Vena
Grok 4.1 FastChaser, Drivetrain alternatives: Abacum, Upflow
Mistral SmallCube alternatives: Abacum, Chaser
DeepSeek V4 FlashAbacum alternatives: Centime, Chaser, Cube, Drivetrain
Llama 4 MaverickCube alternatives: Abacum, Agicap, Chaser, GTreasury
Qwen 3.7 FlashChaser alternatives: Abacum, Phocas Software, Vena
Kimi K2Tesorio alternatives: Agicap, Chaser, Cube, Float
GLM 4.7 FlashXChaser alternatives: Abacum, Drivetrain, Float, Futrli, Upflow
MiniMax M2.5Chaser alternatives: Cube, Tesorio

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
Cash Flow Frog leads by fifteen points.
Cash Flow Frog15%#2 of 8
Kyriba0%#– of 8
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Cash Flow Frog2%#7 of 14
Kyriba2%#8 of 14
The full mid-market standing →
Enterprise
The order flips: Kyriba leads at enterprise.
Kyriba35%#1 of 10
Cash Flow Frog0%#– of 10
The full enterprise standing →

What the models said about Cash Flow Frog

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

“Use a dedicated tool like Float or Cash Flow Frog (published pricing, standard bank/accounting integrations)” DeepSeek V4 Flash · negative prompt · first choice
“Choose Cash Flow Frog (~$33/mo) or Helm (~$32/mo) if you want a professional-grade, automated dashboard” Gemini 3.5 Flash · budget prompt · first choice
“Cash Flow Frog (often ranked #1 overall for SMBs)” Grok 4.1 Fast · comparative prompt · first choice

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.

“If you are a small business or a mid-market company, avoid these platforms.” Gemini 3.5 Flash · negative prompt · hard negative
Also compared
Agicap vs Cash Flow FrogAgicap vs KyribaTesorio vs Cash Flow FrogTesorio vs KyribaChaser vs Cash Flow FrogChaser vs KyribaCube vs Cash Flow FrogCube vs KyribaFloat vs Cash Flow FrogFloat vs KyribaAbacum vs Cash Flow FrogAbacum vs KyribaAll twenty-eight head-to-head pages and the full cash flow forecasting 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.