Finance AI Index

Index › Vendors › Quantrix Modeler · September 2026 Edition

Quantrix · 1 category · Named, not ranked

Quantrix Modeler

5Judge labels

1First choices

1Negative labels

3 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.

Standing

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Quantrix Modeler was named 1 time in Financial modeling, where Datarails led with 19%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business90 of 121

under the label threshold

Mid-market82 of 114

under the label threshold

Enterprise9 of 92

under the label threshold

In financial modeling · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Quantrix Modeler for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Financial modeling and scenario planning	Planning and analysis	0%	82 of 114	0%	1	under 10 labels · led by Datarails at 19%

Movement

This is the first edition on this tier, so no move can be computed for Quantrix Modeler yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Quantrix Modeler across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Mention	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	0	0
GLM 4.7 FlashX	1	1
MiniMax M2.5	0	0

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct1 labelNone

Paraphrase0 labelsNone

Comparative1 labelNone

Budget-constrained1 label1

Scale-constrained1 labelNone

Negative1 labelNone

First choiceAlternativeMentionNegative5 labels in all, every segment counted; 1 of the 1 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

No positive label carried a quote.

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Named alongside

The products named in the same answers as Quantrix Modeler, over the 5 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Quantrix Modeler was named but was not.

ProductSame answerTook the first choice insteadHead to head

Anaplan3 of 51Not in the top three

Microsoft Excel2 of 52Not in the top three

Google Sheets2 of 51Not in the top three

Cube2 of 50Not in the top three

Datarails2 of 50Not in the top three

Jirav2 of 50Not in the top three

Macabacus2 of 50Not in the top three

Vena2 of 50Not in the top three

Drivetrain1 of 51Not in the top three

Budgyt1 of 50Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Quantrix Modeler. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 4 of the 5 answers that named Quantrix Modeler and are not a share of its labels.

Domains cited

cubesoftware.com3

drivetrain.ai2

g2.com2

gridlines.com2

learn.g2.com2

adapt.digital1

aifyze.com1

aismartventures.com1

alphaapexgroup.com1

arxiv.org1

Sixteen of the sixteen domain citations in answers naming Quantrix Modeler came from somebody else's page.

Pages cited

cubesoftware.com/blog/financial-modeling-software3

drivetrain.ai/solutions/financial-modeling-software2

gridlines.com/blog/best-financial-modelling-tools2

adapt.digital/insights/software-mistakes-small-business1

aifyze.com/blog/shadow-ai-unauthorized-tools-risk-small-business-20261

aismartventures.com/posts/how-to-avoid-ai-vendor-lock-in-when-you-dont-have-a-technical-te1

alphaapexgroup.com/blog/financial-modeling-mistakes1

arxiv.org/html/2508.04035v11

Pages are listed as the models cited them.

Names read as Quantrix Modeler

What the judge wrote, as written, with how often. The vendor table decides that these count as Quantrix Modeler; a claim can dispute any of them.

Quantrix 1

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Quantrix Modeler's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Quantrix Modeler, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at quantrix.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.