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Financial reporting and dashboards · November 2026 Edition

Datarails vs Prophix

One of fourteen models named Datarails first on the direct prompt; two named Prophix. Datarails was named by thirteen of the fourteen models and Prophix by eleven and Datarails carries 22 labels and Prophix 14, so the shares are not directly comparable.

Datarails

accepted challenger

Named in ten categories this edition.

Prophix

accepted challenger

Named in eight categories this edition.

First-choice share9%7%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#4#5A position in a field of 18; printed, not drawn.
Labels2214A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Datarails reading right to left. Rank and label count are printed, not drawn.Sage Intacct was named alongside these two in thirteen of the fourteen direct answers. Sage Intacct vs Datarails · Sage Intacct vs Prophix · Wave vs Datarails

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 financial reporting and dashboards page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
DatarailsFirst choices, of fourteen modelsProphix
Direct12
Paraphrase42
Comparative00
Budget-constrained00
Scale-constrained00
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 November 2026 Edition, Datarails and Prophix were named in the same answer 100 times, of the 406 answers naming Datarails and the 262 naming Prophix. In those answers Prophix took the first choice eleven times and Datarails nine.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Datarails and Prophix stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.20
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
Datarails Prophix first choice named as an alternative argued againstblank: not namedEach cell is one answer, Datarails on the left and Prophix on the right.

The direct prompt

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

Datarails first, Prophix not the choice

1 of 14 modelsProphix was named in the answer but not as the choice, or not at all.
MiniMax M2.5Datarails alternatives: Centage, Sage Intacct, Workday Adaptive Planning

Prophix first, Datarails not the choice

2 of 14 modelsDatarails was named in the answer but not as the choice, or not at all.
GPT-6 LunaProphix alternatives: Planful, Sage Intacct, Vena
Muse Glimmer 30BProphix alternatives: Maxio, Planful, Sage Intacct

Neither was the first choice, one was named

8 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Sage Intacct alternatives: Datarails, Planful, Prophix, Vena
GPT-5.4 miniSage Intacct alternatives: Datarails, Oracle NetSuite, Workday Adaptive Planning, Workiva
Gemini 3.5 FlashMosaic, Pigment alternatives: Cube, Datarails, Planful, Sage Intacct
Perplexity SonarSage Intacct alternatives: Limelight, Maxio, Oracle NetSuite, Prophix, Vena
Mistral SmallOracle NetSuite, Sage Intacct alternatives: Datarails, Fathom
DeepSeek V4 FlashSage Intacct alternatives: Datarails, Oracle NetSuite, Vena, Workday Adaptive Planning
Qwen 3.7 FlashSage Intacct alternatives: Datarails, Maxio, Oracle NetSuite, Simetrik, Vena
GLM 4.7 FlashXOracle NetSuite alternatives: Datarails, Sage Intacct

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Grok 4.20Sage Intacct alternatives: Workday Adaptive Planning, Workiva
Llama 4 Maverickno first choice
Kimi K2Sage Intacct alternatives: Oracle NetSuite, Workday Adaptive Planning

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.
Datarails0%#– of 11
Prophix0%#– of 11
The full small business standing →
Mid-marketThe figures above
Datarails leads by two points.
Datarails9%#4 of 18
Prophix7%#5 of 18
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Datarails0%#– of 15
Prophix0%#– of 15
The full enterprise standing →

What the models said about Datarails

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

“Datarails appears to be specifically designed for mid-market teams that want to maintain Excel familiarity while getting consolidated financial reporting” MiniMax M2.5 · direct prompt · first choice

What the models said about Prophix

No label in this category carried a quote.

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.