Finance AI Index
Index Treasury and cash Cash flow forecasting › Chaser vs Cube
Cash flow forecasting · September 2026 Edition

Chaser vs Cube

Four of twelve models named Chaser first on the direct prompt; two named Cube. Chaser was named by nine of the twelve models and Cube by twelve and Chaser carries 13 labels and Cube 24, so the shares are not directly comparable.

Chaser

accepted challenger

Named in six categories this edition.

Cube

accepted challenger

Named in nine categories this edition.

First-choice share8%4%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#3#4A position in a field of 14; printed, not drawn.
Labels1324A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Chaser reading right to left. Rank and label count are printed, not drawn.Abacum was named alongside these two in seven of the twelve direct answers. Agicap vs Chaser · Agicap vs Cube · Tesorio 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 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.
ChaserFirst choices, of twelve modelsCube
Direct42
Paraphrase00
Comparative02
Budget-constrained00
Scale-constrained00
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 Chaser and Cube 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
Chaser Cube first choice named as an alternative argued againstblank: not namedEach cell is one answer, Chaser on the left and Cube on the right.

The direct prompt

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

Chaser first, Cube an alternative

4 of 12 modelsCube was named in the answer but not as the choice, or not at all.
Grok 4.1 FastChaser, Drivetrain alternatives: Abacum, Upflow
Qwen 3.7 FlashChaser alternatives: Abacum, Phocas Software, Vena
GLM 4.7 FlashXChaser alternatives: Abacum, Drivetrain, Float, Futrli, Upflow
MiniMax M2.5Chaser alternatives: Cube, Tesorio

Cube first, Chaser an alternative

2 of 12 modelsChaser was named in the answer but not as the choice, or not at all.
Mistral SmallCube alternatives: Abacum, Chaser
Llama 4 MaverickCube alternatives: Abacum, Agicap, Chaser, GTreasury

Neither was the first choice, one was named

6 of 12 modelsThe answer put something else first and named one of the two as an alternative.
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
DeepSeek V4 FlashAbacum alternatives: Centime, Chaser, Cube, Drivetrain
Kimi K2Tesorio alternatives: Agicap, Chaser, Cube, Float

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
Chaser leads by six points.
Chaser6%#– of 8
Cube0%#– of 8
The full small business standing →
Mid-marketThe figures above
Chaser leads by four points.
Chaser8%#3 of 14
Cube4%#4 of 14
The full mid-market standing →
Enterprise
The order flips: Cube leads at enterprise.
Cube2%#7 of 10
Chaser0%#– of 10
The full enterprise standing →

What the models said about Chaser

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

“Best for Collection Uncertainty: Chaser ... Chaser is highly rated for mid-market B2B businesses” Qwen 3.7 Flash · direct prompt · first choice

What the models said about Cube

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 your team relies on spreadsheets but wants to improve forecasting, Cube is a top choice.” Mistral Small · direct 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.